{"schemaVersion":"hugging-bay.ranking.v1","generatedAt":"2026-10-20T18:23:35.027Z","slug":"top-open-source-llms","title":"Top Open Source LLMs","description":"Open-source LLM records ranked by license clarity, provenance, downloads, trust signals, model-card quality, and mirror readiness.","webUrl":"https://huggingbay.xyz/rankings/top-open-source-llms","rows":[{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":329468797,"readinessCheckedAt":"2026-10-20T18:23:08.979Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":329468797,"readinessCheckedAt":"2026-10-20T18:23:08.979Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-hexgrad-kokoro-82m","owner":"hexgrad","name":"Kokoro-82M","repo":"hexgrad/Kokoro-82M","type":"llm","summary":"Model from Hugging Face for text to speech: hexgrad/Kokoro-82M · unknown","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for turning text into speech; for developers building speech tools.","confidence":"medium","task":"text-to-speech","audience":"developers building speech tools","basis":"recorded-metadata","rules":["task:text-to-speech"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-to-speech"},{"field":"cardMetadata.pipelineTag","value":"text-to-speech"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":363323757,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"hexgrad","sourceUrl":"https://huggingface.co/hexgrad/Kokoro-82M","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","text-to-speech","en","arxiv:2306.07691","arxiv:2203.02395","base_model:yl4579/styletts2-ljspeech","base_model:finetune:yl4579/styletts2-ljspeech","doi:10.57967/hf/4329","license:apache-2.0","region:us","unknown","llm"],"task":"text-to-speech","modality":"text","framework":"unknown","formats":["gitattributes","md","json","jpeg","pth","wav","pt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2306.07691","2203.02395"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/hexgrad/Kokoro-82M","evalResults":[],"libraryName":"unknown","licenseLink":"","licenseName":"","pipelineTag":"text-to-speech","cardDataKeys":["base_model","language","license","pipeline_tag"],"semanticText":"text-to-speech unknown llm model en","semanticTerms":["text-to-speech","unknown","llm","model","en"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"DONATE.md","sizeBytes":0},{"lfs":false,"path":"EVAL.md","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"SAMPLES.md","sizeBytes":0},{"lfs":false,"path":"VOICES.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"eval/ArtificialAnalysis-2025-02-26.jpeg","sizeBytes":0},{"lfs":false,"path":"eval/TTS_Arena-2025-02-26.jpeg","sizeBytes":0},{"lfs":false,"path":"eval/TTS_Spaces_Arena-2025-02-26.jpeg","sizeBytes":0},{"lfs":false,"path":"kokoro-v1_0.pth","sizeBytes":0},{"lfs":false,"path":"samples/HEARME.wav","sizeBytes":0},{"lfs":false,"path":"samples/af_heart_0.wav","sizeBytes":0},{"lfs":false,"path":"samples/af_heart_1.wav","sizeBytes":0},{"lfs":false,"path":"samples/af_heart_2.wav","sizeBytes":0},{"lfs":false,"path":"samples/af_heart_3.wav","sizeBytes":0},{"lfs":false,"path":"samples/af_heart_4.wav","sizeBytes":0},{"lfs":false,"path":"samples/af_heart_5.wav","sizeBytes":0},{"lfs":false,"path":"voices/af_alloy.pt","sizeBytes":0},{"lfs":false,"path":"voices/af_aoede.pt","sizeBytes":0},{"lfs":false,"path":"voices/af_bella.pt","sizeBytes":0},{"lfs":false,"path":"voices/af_heart.pt","sizeBytes":0},{"lfs":false,"path":"voices/af_jessica.pt","sizeBytes":0},{"lfs":false,"path":"voices/af_kore.pt","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":363323757,"sizeKnown":true,"sizeLabel":"346.5 MB","sizeReason":"","declaredSizeBytes":363323757,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":15479373,"stars":7231,"citations":0,"updatedAt":"2025-04-10T18:12:48.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-mirror-f3ff357","upstream":{"gated":false,"repoId":"hexgrad/Kokoro-82M","private":false,"repoUrl":"https://huggingface.co/hexgrad/Kokoro-82M","disabled":false,"provider":"huggingface","repoType":"model","revision":"f3ff3571791e39611d31c381e3a41a3af07b4987","fetchedAt":"2026-10-20T03:09:14.025Z","importMode":"mirrored-release","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T09:35:37.606Z","revision":"f3ff3571791e39611d31c381e3a41a3af07b4987"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","approvedAt":"2026-06-30T17:03:13.430Z","approvedBy":"configured-admin","mirroredAt":"2026-06-30T17:03:13.430Z","totalFiles":72,"hostedFiles":8,"mirroredBytes":329468797,"mirroredFiles":8,"hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":72,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":72,"publicDownloadableFileCount":8,"externalFileCount":72,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":363323757,"label":"346.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":15479373,"upstreamStars":7231,"label":"15M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"hexgrad/Kokoro-82M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/72 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: hexgrad/Kokoro-82M","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/72 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":64,"totalFiles":72},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-hexgrad-kokoro-82m/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1913,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"DONATE.md","sizeBytes":2562,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"EVAL.md","sizeBytes":534,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":6348,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"SAMPLES.md","sizeBytes":5956,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"hexgrad/Kokoro-82M"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-hexgrad-kokoro-82m","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-hexgrad-kokoro-82m/metadata.json"},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":172,"mirroredBytes":688604349672,"readinessCheckedAt":"2026-10-20T18:11:05.056Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":172,"mirroredBytes":688604349672,"readinessCheckedAt":"2026-10-20T18:11:05.056Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-deepseek-ai-deepseek-r1","owner":"deepseek-ai","name":"DeepSeek-R1","repo":"deepseek-ai/DeepSeek-R1","type":"llm","summary":"Model from Hugging Face for text generation: deepseek-ai/DeepSeek-R1 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":688604360633,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"deepseek-ai","sourceUrl":"https://huggingface.co/deepseek-ai/DeepSeek-R1","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","deepseek_v3","text-generation","conversational","custom_code","arxiv:2501.12948","license:mit","eval-results","text-generation-inference","endpoints_compatible","fp8","deploy:sagemaker","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","jpg","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2501.12948"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/deepseek-ai/DeepSeek-R1","evalResults":[],"libraryName":"transformers","licenseLink":"","licenseName":"","pipelineTag":"text-generation","cardDataKeys":["library_name","license"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"configuration_deepseek.py","sizeBytes":0},{"lfs":false,"path":"figures/benchmark.jpg","sizeBytes":0},{"lfs":false,"path":"generation_config.json","sizeBytes":0},{"lfs":false,"path":"model-00001-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00002-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00003-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00004-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00005-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00006-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00007-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00008-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00009-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00010-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00011-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00012-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00013-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00014-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00015-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00016-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00017-of-000163.safetensors","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":688604360633,"sizeKnown":true,"sizeLabel":"641.3 GB","sizeReason":"","declaredSizeBytes":688604360633,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":7476490,"stars":14394,"citations":0,"updatedAt":"2025-03-27T04:01:59.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-main","upstream":{"gated":false,"repoId":"deepseek-ai/DeepSeek-R1","private":false,"repoUrl":"https://huggingface.co/deepseek-ai/DeepSeek-R1","disabled":false,"provider":"huggingface","repoType":"model","revision":"56d4cbbb4d29f4355bab4b9a39ccb717a14ad5ad","fetchedAt":"2026-10-20T03:31:09.536Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-02T00:29:14.222Z","revision":"56d4cbbb4d29f4355bab4b9a39ccb717a14ad5ad"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","approvedAt":"2026-07-03T04:05:41.554Z","approvedBy":"configured-admin","mirroredAt":"2026-07-03T04:05:41.554Z","totalFiles":174,"hostedFiles":172,"mirroredBytes":688604349672,"mirroredFiles":172,"hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":174,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":174,"publicDownloadableFileCount":172,"externalFileCount":174,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":688604360633,"label":"641.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":7476490,"upstreamStars":14394,"label":"7.5M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"deepseek-ai/DeepSeek-R1"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"172/174 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: deepseek-ai/DeepSeek-R1","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 172/174 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":172,"externalFiles":2,"totalFiles":174},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-deepseek-ai-deepseek-r1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":1064,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":15994,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":1660,"format":"json","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"configuration_deepseek.py","sizeBytes":9897,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"deepseek-ai/DeepSeek-R1"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-deepseek-ai-deepseek-r1","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepseek-ai-deepseek-r1/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-facebookai-xlm-roberta-large","owner":"FacebookAI","name":"xlm-roberta-large","repo":"FacebookAI/xlm-roberta-large","type":"llm","summary":"Model from Hugging Face for fill mask: FacebookAI/xlm-roberta-large · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for predicting masked text; for developers working with masked language models.","confidence":"medium","task":"fill-mask","audience":"developers working with masked language models","basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":11242573708,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"FacebookAI","sourceUrl":"https://huggingface.co/FacebookAI/xlm-roberta-large","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","tf","jax","onnx","safetensors","xlm-roberta","fill-mask","exbert","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","safetensors","onnx","onnx_data","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["1911.02116"],"repoType":"model","baseModel":"","languages":["multilingual","af","am","ar","as","az","be","bg","bn","br","bs","ca"],"sourceUrl":"https://huggingface.co/FacebookAI/xlm-roberta-large","evalResults":[],"libraryName":"transformers","licenseLink":"","licenseName":"","pipelineTag":"fill-mask","cardDataKeys":["language","license","tags"],"semanticText":"fill-mask transformers llm model multilingual af am ar as az be bg bn br bs ca onnx safetensors","semanticTerms":["fill-mask","transformers","llm","model","multilingual","af","am","ar","as","az","be","bg","bn","br","bs","ca","onnx","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"flax_model.msgpack","sizeBytes":0},{"lfs":false,"path":"model.safetensors","sizeBytes":0},{"lfs":false,"path":"onnx/config.json","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx_data","sizeBytes":0},{"lfs":false,"path":"onnx/sentencepiece.bpe.model","sizeBytes":0},{"lfs":false,"path":"onnx/special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"onnx/tokenizer.json","sizeBytes":0},{"lfs":false,"path":"onnx/tokenizer_config.json","sizeBytes":0},{"lfs":false,"path":"pytorch_model.bin","sizeBytes":0},{"lfs":false,"path":"sentencepiece.bpe.model","sizeBytes":0},{"lfs":false,"path":"tf_model.h5","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":11242573708,"sizeKnown":true,"sizeLabel":"10.5 GB","sizeReason":"","declaredSizeBytes":11242573708,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":7006693,"stars":547,"citations":0,"updatedAt":"2024-02-19T12:48:30.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-mirror-c23d21b","upstream":{"gated":false,"repoId":"FacebookAI/xlm-roberta-large","private":false,"repoUrl":"https://huggingface.co/FacebookAI/xlm-roberta-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"c23d21b0620b635a76227c604d44e43a9f0ee389","fetchedAt":"2026-10-20T03:30:05.570Z","importMode":"mirrored-release","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","approvedAt":"2026-07-11T07:20:14.206Z","approvedBy":"configured-admin","mirroredAt":"2026-07-11T07:20:14.206Z","mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"hostedFiles":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":1,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":1,"publicDownloadableFileCount":null,"externalFileCount":1,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":11242573708,"label":"10.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":7006693,"upstreamStars":547,"label":"7.0M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"FacebookAI/xlm-roberta-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: FacebookAI/xlm-roberta-large","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":1},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-facebookai-xlm-roberta-large/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"FacebookAI/xlm-roberta-large"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-facebookai-xlm-roberta-large","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-large/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-openai-gpt-oss-20b","owner":"openai","name":"gpt-oss-20b","repo":"openai/gpt-oss-20b","type":"llm","summary":"Model from Hugging Face for text generation: openai/gpt-oss-20b · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":41301465516,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"openai","sourceUrl":"https://huggingface.co/openai/gpt-oss-20b","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","gpt_oss","text-generation","vllm","conversational","arxiv:2508.10925","license:apache-2.0","eval-results","endpoints_compatible","8-bit","mxfp4","deploy:sagemaker","deploy:azure","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","bin","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2508.10925"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/openai/gpt-oss-20b","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"USAGE_POLICY","sizeBytes":0},{"lfs":false,"path":"chat_template.jinja","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"generation_config.json","sizeBytes":0},{"lfs":false,"path":"metal/model.bin","sizeBytes":0},{"lfs":false,"path":"model-00000-of-00002.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00001-of-00002.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00002-of-00002.safetensors","sizeBytes":0},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":0},{"lfs":false,"path":"original/config.json","sizeBytes":0},{"lfs":false,"path":"original/dtypes.json","sizeBytes":0},{"lfs":false,"path":"original/model.safetensors","sizeBytes":0},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":41301465516,"sizeKnown":true,"sizeLabel":"38.5 GB","sizeReason":"","declaredSizeBytes":41301465516,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":7000889,"stars":5180,"citations":0,"updatedAt":"2025-08-26T17:25:47.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-mirror-6cee5e8","upstream":{"gated":false,"repoId":"openai/gpt-oss-20b","private":false,"repoUrl":"https://huggingface.co/openai/gpt-oss-20b","disabled":false,"provider":"huggingface","repoType":"model","revision":"6cee5e81ee83917806bbde320786a8fb61efebee","fetchedAt":"2026-10-15T03:09:17.535Z","importMode":"mirrored-release","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","approvedAt":"2026-07-03T04:19:42.810Z","approvedBy":"configured-admin","mirroredAt":"2026-07-03T04:19:42.810Z","mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"hostedFiles":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":17,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":17,"publicDownloadableFileCount":null,"externalFileCount":17,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":41301465516,"label":"38.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":7000889,"upstreamStars":5180,"label":"7.0M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"openai/gpt-oss-20b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: openai/gpt-oss-20b","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":17},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-openai-gpt-oss-20b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":11357,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":7095,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"USAGE_POLICY","sizeBytes":200,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"chat_template.jinja","sizeBytes":16738,"format":"jinja","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"openai/gpt-oss-20b"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-openai-gpt-oss-20b","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openai-gpt-oss-20b/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-qwen-qwen2-5-3b-instruct","owner":"Qwen","name":"Qwen2.5-3B-Instruct","repo":"Qwen/Qwen2.5-3B-Instruct","type":"llm","summary":"Model from Hugging Face for text generation: Qwen/Qwen2.5-3B-Instruct · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"qwen-research-non-commercial"},{"field":"baseModel","value":"Qwen/Qwen2.5-3B"},{"field":"tags","value":"chat"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"qwen-research-non-commercial","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen2.5-3B","field":"baseModel"}],"parameters":null,"size":{"bytes":6183464935,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Qwen","sourceUrl":"https://huggingface.co/Qwen/Qwen2.5-3B-Instruct","license":"qwen-research-non-commercial","licenseState":"known","licenseLabel":"qwen-research-non-commercial","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","transformers","safetensors","qwen2","text-generation","chat","conversational","en","arxiv:2407.10671","base_model:qwen/qwen2.5-3b","base_model:finetune:qwen/qwen2.5-3b","license:other","text-generation-inference","endpoints_compatible","deploy:azure","region:us","llm","qwen/qwen2.5-3b"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":"Qwen/Qwen2.5-3B","derivedFrom":"Qwen/Qwen2.5-3B","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":["2407.10671"],"repoType":"model","baseModel":"Qwen/Qwen2.5-3B","languages":["en"],"sourceUrl":"https://huggingface.co/Qwen/Qwen2.5-3B-Instruct","evalResults":[],"libraryName":"transformers","licenseLink":"https://huggingface.co/Qwen/Qwen2.5-3B-Instruct/blob/main/LICENSE","licenseName":"qwen-research","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en qwen/qwen2.5-3b safetensors chat","semanticTerms":["text-generation","transformers","llm","model","en","qwen/qwen2.5-3b","safetensors","chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":7388},{"lfs":false,"path":"README.md","sizeBytes":4930},{"lfs":false,"path":"config.json","sizeBytes":661},{"lfs":false,"path":"generation_config.json","sizeBytes":242},{"lfs":false,"path":"merges.txt","sizeBytes":1671839},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":3968658944},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":2203268048},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":35581},{"lfs":false,"path":"tokenizer.json","sizeBytes":7031645},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7305},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6183464935,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6183464935,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":5284682,"stars":572,"citations":0,"updatedAt":"2026-09-20T22:03:27.427Z","createdAt":"2026-09-18T03:26:39.581Z","version":"hf-main","upstream":{"gated":false,"repoId":"Qwen/Qwen2.5-3B-Instruct","private":false,"repoUrl":"https://huggingface.co/Qwen/Qwen2.5-3B-Instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"aa8e72537993ba99e69dfaafa59ed015b17504d1","fetchedAt":"2026-09-18T03:26:39.573Z","importMode":"external-catalog","licenseRaw":"other","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T22:03:27.427Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":12,"publicDownloadableFileCount":null,"externalFileCount":12,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6183464935,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":5284682,"upstreamStars":572,"label":"5.3M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"qwen-research-non-commercial"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Qwen/Qwen2.5-3B-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: Qwen/Qwen2.5-3B-Instruct","Scan: passed"],"gaps":["License: qwen-research-non-commercial","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":12},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/Qwen/Qwen2.5-3B-Instruct"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":4930,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Qwen/Qwen2.5-3B-Instruct"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-3b-instruct","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-3b-instruct/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-openai-gpt-oss-120b","owner":"openai","name":"gpt-oss-120b","repo":"openai/gpt-oss-120b","type":"llm","summary":"Model from Hugging Face for text generation: openai/gpt-oss-120b · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":195764040609,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"openai","sourceUrl":"https://huggingface.co/openai/gpt-oss-120b","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","gpt_oss","text-generation","vllm","conversational","arxiv:2508.10925","license:apache-2.0","eval-results","endpoints_compatible","8-bit","mxfp4","deploy:sagemaker","deploy:azure","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","bin","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2508.10925"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/openai/gpt-oss-120b","evalResults":[],"libraryName":"transformers","licenseLink":"","licenseName":"","pipelineTag":"text-generation","cardDataKeys":["library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"USAGE_POLICY","sizeBytes":0},{"lfs":false,"path":"chat_template.jinja","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"generation_config.json","sizeBytes":0},{"lfs":false,"path":"metal/model.bin","sizeBytes":0},{"lfs":false,"path":"model-00000-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00001-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00002-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00003-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00004-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00005-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00006-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00007-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00008-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00009-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00010-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00011-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00012-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00013-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00014-of-00014.safetensors","sizeBytes":0},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":195764040609,"sizeKnown":true,"sizeLabel":"182.3 GB","sizeReason":"","declaredSizeBytes":195764040609,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":4043429,"stars":5426,"citations":0,"updatedAt":"2025-08-26T17:25:03.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-main","upstream":{"gated":false,"repoId":"openai/gpt-oss-120b","private":false,"repoUrl":"https://huggingface.co/openai/gpt-oss-120b","disabled":false,"provider":"huggingface","repoType":"model","revision":"b5c939de8f754692c1647ca79fbf85e8c1e70f8a","fetchedAt":"2026-10-20T03:09:14.025Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-01T17:32:58.168Z","revision":"b5c939de8f754692c1647ca79fbf85e8c1e70f8a"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","approvedAt":"2026-07-03T04:05:18.627Z","approvedBy":"configured-admin","mirroredAt":"2026-07-03T04:05:18.627Z","totalFiles":37,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":37,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":37,"publicDownloadableFileCount":null,"externalFileCount":37,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":195764040609,"label":"182.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4043429,"upstreamStars":5426,"label":"4.0M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"openai/gpt-oss-120b"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: openai/gpt-oss-120b"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":37},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-openai-gpt-oss-120b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":11357,"format":"file","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":7111,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"USAGE_POLICY","sizeBytes":201,"format":"file","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"chat_template.jinja","sizeBytes":16738,"format":"jinja","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"openai/gpt-oss-120b"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-openai-gpt-oss-120b","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openai-gpt-oss-120b/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-ornith-ai-ornith-1-0-35b-gguf","owner":"ornith-ai","name":"Ornith-1.0-35B-GGUF","repo":"ornith-ai/Ornith-1.0-35B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: ornith-ai/Ornith-1.0-35B-GGUF · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":180691397599,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ornith-ai","sourceUrl":"https://huggingface.co/ornith-ai/Ornith-1.0-35B-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","text-generation","license:mit","endpoints_compatible","region:us","conversational","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","gguf"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ornith-ai/Ornith-1.0-35B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","license","license_link","pipeline_tag"],"semanticText":"text-generation transformers llm model gguf","semanticTerms":["text-generation","transformers","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2065},{"lfs":false,"path":"README.md","sizeBytes":21219},{"lfs":true,"path":"assets/ornith_35b_eval.png","sizeBytes":595298},{"lfs":true,"path":"assets/ornith_logo.png","sizeBytes":962441},{"lfs":true,"path":"ornith-1.0-35b-Q4_K_M.gguf","sizeBytes":21166757760},{"lfs":true,"path":"ornith-1.0-35b-Q5_K_M.gguf","sizeBytes":24729130848},{"lfs":true,"path":"ornith-1.0-35b-Q6_K.gguf","sizeBytes":28514152288},{"lfs":true,"path":"ornith-1.0-35b-Q8_0.gguf","sizeBytes":36903138880},{"lfs":true,"path":"ornith-1.0-35b-bf16.gguf","sizeBytes":69376636800}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":180691397599,"sizeKnown":true,"sizeLabel":"168.3 GB","sizeReason":"","declaredSizeBytes":180691397599,"defaultDownloadBytes":21166757760,"mirrorCount":1,"downloadCount":3755106,"stars":1055,"citations":0,"updatedAt":"2026-09-18T02:24:22.400Z","createdAt":"2026-08-06T03:09:10.316Z","version":"hf-main","upstream":{"gated":false,"repoId":"ornith-ai/Ornith-1.0-35B-GGUF","private":false,"repoUrl":"https://huggingface.co/ornith-ai/Ornith-1.0-35B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"383064f72a1ef3087b779f268d3ca117eb989aac","fetchedAt":"2026-09-17T05:34:41.980Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T02:24:22.400Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":9,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":9,"publicDownloadableFileCount":null,"externalFileCount":9,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":180691397599,"label":"168.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3755106,"upstreamStars":1055,"label":"3.8M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ornith-ai/Ornith-1.0-35B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: ornith-ai/Ornith-1.0-35B-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":9},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ornith-ai-ornith-1-0-35b-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2065,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":21219,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"assets/ornith_35b_eval.png","sizeBytes":595298,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/ornith_logo.png","sizeBytes":962441,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ornith-ai/Ornith-1.0-35B-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-ornith-ai-ornith-1-0-35b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ornith-ai-ornith-1-0-35b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-e-mimic-inclusively-reformulation-it5","owner":"E-MIMIC","name":"inclusively-reformulation-it5","repo":"E-MIMIC/inclusively-reformulation-it5","type":"llm","summary":"Model from Hugging Face for llm: E-MIMIC/inclusively-reformulation-it5 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for transforming text; for developers building text processing tools.","confidence":"low","task":"text2text-generation","audience":"developers building text processing tools","basis":"recorded-metadata","rules":["task:text2text-generation","tags-only"],"evidence":[{"field":"license","value":"cc-by-nc-sa-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-sa-4.0"},{"field":"tags","value":"text2text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-nc-sa-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":6267179754,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"E-MIMIC","sourceUrl":"https://huggingface.co/E-MIMIC/inclusively-reformulation-it5","license":"cc-by-nc-sa-4.0","licenseState":"known","licenseLabel":"cc-by-nc-sa-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","cc-by-nc-sa-4.0","transformers","pytorch","safetensors","t5","text2text-generation","license:cc-by-nc-sa-4.0","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-sa-4.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/E-MIMIC/inclusively-reformulation-it5","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["license"],"semanticText":"transformers llm model safetensors","semanticTerms":["transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3442},{"lfs":false,"path":"config.json","sizeBytes":700},{"lfs":true,"path":"model.safetensors","sizeBytes":3132464096},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":3132651557},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1786},{"lfs":false,"path":"tokenizer.json","sizeBytes":2051628},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1907},{"lfs":true,"path":"training_args.bin","sizeBytes":3119}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6267179754,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6267179754,"defaultDownloadBytes":6265118772,"mirrorCount":1,"downloadCount":3585662,"stars":2,"citations":0,"updatedAt":"2026-09-18T04:00:48.121Z","createdAt":"2026-09-18T03:57:15.968Z","version":"hf-main","upstream":{"gated":false,"repoId":"E-MIMIC/inclusively-reformulation-it5","private":false,"repoUrl":"https://huggingface.co/E-MIMIC/inclusively-reformulation-it5","disabled":false,"provider":"huggingface","repoType":"model","revision":"7638c77268d2a9f9057ab81007e0e114a2b552e1","fetchedAt":"2026-09-18T03:57:15.957Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-sa-4.0","licenseDeclared":"cc-by-nc-sa-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T04:00:48.121Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":8,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":8,"publicDownloadableFileCount":null,"externalFileCount":8,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6267179754,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3585662,"upstreamStars":2,"label":"3.6M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-sa-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"E-MIMIC/inclusively-reformulation-it5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: E-MIMIC/inclusively-reformulation-it5","Scan: passed"],"gaps":["License: cc-by-nc-sa-4.0","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":8},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/E-MIMIC/inclusively-reformulation-it5"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3442,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"pytorch_model.bin","sizeBytes":3132651557,"format":"bin","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"E-MIMIC/inclusively-reformulation-it5"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-e-mimic-inclusively-reformulation-it5","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-prism-ml-bonsai-27b-gguf","owner":"prism-ml","name":"Bonsai-27B-gguf","repo":"prism-ml/Bonsai-27B-gguf","type":"llm","summary":"Model from Hugging Face for text generation: prism-ml/Bonsai-27B-gguf · llama.cpp","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":68251515742,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"prism-ml","sourceUrl":"https://huggingface.co/prism-ml/Bonsai-27B-gguf","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","apache-2.0","llama.cpp","gguf","conversational","1-bit","llama-cpp","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","base_model:qwen/qwen3.6-27b","base_model:quantized:qwen/qwen3.6-27b","license:apache-2.0","eval-results","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"llama.cpp","formats":["yaml","gitattributes","gguf","txt","md","svg"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/prism-ml/Bonsai-27B-gguf","evalResults":[],"libraryName":"llama.cpp","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation llama.cpp llm model gguf","semanticTerms":["text-generation","llama.cpp","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".eval_results/aime_2026.yaml","sizeBytes":0},{"lfs":false,"path":".eval_results/gsm8k.yaml","sizeBytes":0},{"lfs":false,"path":".eval_results/mmmu_pro.yaml","sizeBytes":0},{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"Bonsai-27B-F16.gguf","sizeBytes":0},{"lfs":false,"path":"Bonsai-27B-Q1_0.gguf","sizeBytes":0},{"lfs":false,"path":"Bonsai-27B-dspark-Q4_1.gguf","sizeBytes":0},{"lfs":false,"path":"Bonsai-27B-dspark-bf16.gguf","sizeBytes":0},{"lfs":false,"path":"Bonsai-27B-mmproj-BF16.gguf","sizeBytes":0},{"lfs":false,"path":"Bonsai-27B-mmproj-Q8_0.gguf","sizeBytes":0},{"lfs":false,"path":"LICENSE.txt","sizeBytes":0},{"lfs":false,"path":"NOTICE.txt","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"assets/bonsai-logo.svg","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":68251515742,"sizeKnown":true,"sizeLabel":"63.6 GB","sizeReason":"","declaredSizeBytes":68251515742,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":2455730,"stars":920,"citations":0,"updatedAt":"2026-07-17T16:05:42.000Z","createdAt":"2026-07-31T04:15:01.512Z","version":"hf-main","upstream":{"gated":false,"repoId":"prism-ml/Bonsai-27B-gguf","private":false,"repoUrl":"https://huggingface.co/prism-ml/Bonsai-27B-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"f10afb355f104535e3e3e98cf7ab7795c72bd292","fetchedAt":"2026-10-15T03:09:17.535Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T03:32:51.456Z","revision":"f10afb355f104535e3e3e98cf7ab7795c72bd292"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":14,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":null,"externalFileCount":14,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":68251515742,"label":"63.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2455730,"upstreamStars":920,"label":"2.5M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"prism-ml/Bonsai-27B-gguf"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: prism-ml/Bonsai-27B-gguf"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":14},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-prism-ml-bonsai-27b-gguf/mirrors"}},"sampleFiles":[{"path":".eval_results/aime_2026.yaml","sizeBytes":175,"format":"yaml","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":".eval_results/gsm8k.yaml","sizeBytes":153,"format":"yaml","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":".eval_results/mmmu_pro.yaml","sizeBytes":165,"format":"yaml","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":".gitattributes","sizeBytes":1952,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"Bonsai-27B-F16.gguf","sizeBytes":53808280640,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"prism-ml/Bonsai-27B-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-prism-ml-bonsai-27b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-prism-ml-bonsai-27b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-deepseek-ai-deepseek-v4-flash","owner":"deepseek-ai","name":"DeepSeek-V4-Flash","repo":"deepseek-ai/DeepSeek-V4-Flash","type":"llm","summary":"Model from Hugging Face for text generation: deepseek-ai/DeepSeek-V4-Flash · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for generating text; for developers building text generation tools.","confidence":"medium","task":"text-generation","audience":"developers building text generation tools","basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":159630041626,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"deepseek-ai","sourceUrl":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","deepseek_v4","text-generation","arxiv:2606.19348","license:mit","eval-results","endpoints_compatible","8-bit","fp8","deploy:azure","deploy:sagemaker","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","json","py","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2606.19348"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","license"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"assets/dsv4_performance.png","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"encoding/README.md","sizeBytes":0},{"lfs":false,"path":"encoding/encoding_dsv4.py","sizeBytes":0},{"lfs":false,"path":"encoding/test_encoding_dsv4.py","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_input_1.json","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_input_2.json","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_input_3.json","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_input_4.json","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_output_1.txt","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_output_2.txt","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_output_3.txt","sizeBytes":0},{"lfs":false,"path":"encoding/tests/test_output_4.txt","sizeBytes":0},{"lfs":false,"path":"generation_config.json","sizeBytes":0},{"lfs":false,"path":"inference/README.md","sizeBytes":0},{"lfs":false,"path":"inference/config.json","sizeBytes":0},{"lfs":false,"path":"inference/convert.py","sizeBytes":0},{"lfs":false,"path":"inference/generate.py","sizeBytes":0},{"lfs":false,"path":"inference/kernel.py","sizeBytes":0},{"lfs":false,"path":"inference/model.py","sizeBytes":0},{"lfs":false,"path":"inference/requirements.txt","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":159630041626,"sizeKnown":true,"sizeLabel":"148.7 GB","sizeReason":"","declaredSizeBytes":159630041626,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":1934541,"stars":2307,"citations":0,"updatedAt":"2026-06-22T12:12:13.000Z","createdAt":"2026-06-29T22:19:54.936Z","version":"hf-main","upstream":{"gated":false,"repoId":"deepseek-ai/DeepSeek-V4-Flash","private":false,"repoUrl":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash","disabled":false,"provider":"huggingface","repoType":"model","revision":"60d8d70770c6776ff598c94bb586a859a38244f1","fetchedAt":"2026-10-13T03:09:18.767Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-02T00:19:12.625Z","revision":"60d8d70770c6776ff598c94bb586a859a38244f1"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","approvedAt":"2026-07-03T04:05:09.246Z","approvedBy":"configured-admin","mirroredAt":"2026-07-03T04:05:09.246Z","totalFiles":73,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":73,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":73,"publicDownloadableFileCount":null,"externalFileCount":73,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":159630041626,"label":"148.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1934541,"upstreamStars":2307,"label":"1.9M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"deepseek-ai/DeepSeek-V4-Flash"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: deepseek-ai/DeepSeek-V4-Flash"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":73},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-deepseek-ai-deepseek-v4-flash/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1603,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":1084,"format":"file","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":13149,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"assets/dsv4_performance.png","sizeBytes":1000354,"format":"png","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":1749,"format":"json","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"deepseek-ai/DeepSeek-V4-Flash"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-deepseek-ai-deepseek-v4-flash","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepseek-ai-deepseek-v4-flash/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-handy-computer-nemotron-3-5-asr-streaming-0-6b-gguf","owner":"handy-computer","name":"nemotron-3.5-asr-streaming-0.6b-gguf","repo":"handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf · transcribe.cpp","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for transcribing speech; for developers building transcription tools.","confidence":"medium","task":"automatic-speech-recognition","audience":"developers building transcription tools","basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"baseModel","value":"nvidia/nemotron-3.5-asr-streaming-0.6b"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"nvidia/nemotron-3.5-asr-streaming-0.6b","field":"baseModel"}],"parameters":null,"size":{"bytes":6258010161,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"handy-computer","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","transcribe.cpp","gguf","asr","speech-to-text","parakeet","conformer","rnnt","streaming","cache-aware","multilingual","automatic-speech-recognition","en","es","fr","it","pt","nl","de","tr","ru"],"task":"automatic-speech-recognition","modality":"text","framework":"transcribe.cpp","formats":["gitattributes","md","gguf"],"baseModel":"nvidia/nemotron-3.5-asr-streaming-0.6b","derivedFrom":"nvidia/nemotron-3.5-asr-streaming-0.6b","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":["2312.17279","2305.05084"],"repoType":"model","baseModel":"nvidia/nemotron-3.5-asr-streaming-0.6b","languages":["en","es","fr","it","pt","nl","de","tr","ru","ar","hi","ja"],"evalResults":[],"libraryName":"transcribe.cpp","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","base_model_relation","language","language_bcp47","library_name","license","license_link","license_name","pipeline_tag","tags","transcribe_cpp"],"semanticText":"automatic-speech-recognition transcribe.cpp llm model en es fr it pt nl de tr ru ar hi ja nvidia/nemotron-3.5-asr-streaming-0.6b gguf","semanticTerms":["automatic-speech-recognition","transcribe.cpp","llm","model","en","es","fr","it","pt","nl","de","tr","ru","ar","hi","ja","nvidia/nemotron-3.5-asr-streaming-0.6b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1989},{"lfs":false,"path":"README.md","sizeBytes":50476},{"lfs":true,"path":"nemotron-3.5-asr-streaming-0.6b-F16.gguf","sizeBytes":1277750240},{"lfs":true,"path":"nemotron-3.5-asr-streaming-0.6b-F32.gguf","sizeBytes":2552277984},{"lfs":true,"path":"nemotron-3.5-asr-streaming-0.6b-Q4_K_M.gguf","sizeBytes":495831520},{"lfs":true,"path":"nemotron-3.5-asr-streaming-0.6b-Q5_K_M.gguf","sizeBytes":559647200},{"lfs":true,"path":"nemotron-3.5-asr-streaming-0.6b-Q6_K.gguf","sizeBytes":621356512},{"lfs":true,"path":"nemotron-3.5-asr-streaming-0.6b-Q8_0.gguf","sizeBytes":751094240}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6258010161,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6258010161,"defaultDownloadBytes":495831520,"mirrorCount":1,"downloadCount":1829287,"stars":10,"citations":0,"updatedAt":"2026-09-18T04:29:06.969Z","createdAt":"2026-09-18T04:28:12.021Z","version":"hf-main","upstream":{"gated":false,"repoId":"handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"8139c4ec14bdc45c361adf8d57c27c28e7478272","fetchedAt":"2026-09-18T04:28:12.014Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T04:29:06.969Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":8,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":8,"publicDownloadableFileCount":null,"externalFileCount":8,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6258010161,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1829287,"upstreamStars":10,"label":"1.8M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":8},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-handy-computer-nemotron-3-5-asr-streaming-0-6b-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1989,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":50476,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"nemotron-3.5-asr-streaming-0.6b-F16.gguf","sizeBytes":1277750240,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"nemotron-3.5-asr-streaming-0.6b-F32.gguf","sizeBytes":2552277984,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-handy-computer-nemotron-3-5-asr-streaming-0-6b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-handy-computer-nemotron-3-5-asr-streaming-0-6b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-handy-computer-parakeet-unified-en-0-6b-gguf","owner":"handy-computer","name":"parakeet-unified-en-0.6b-gguf","repo":"handy-computer/parakeet-unified-en-0.6b-gguf","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: handy-computer/parakeet-unified-en-0.6b-gguf · transcribe.cpp","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for transcribing speech; for developers building transcription tools.","confidence":"medium","task":"automatic-speech-recognition","audience":"developers building transcription tools","basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"baseModel","value":"nvidia/parakeet-unified-en-0.6b"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"nvidia/parakeet-unified-en-0.6b","field":"baseModel"}],"parameters":null,"size":{"bytes":6064073982,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"handy-computer","sourceUrl":"https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transcribe.cpp","gguf","asr","speech-to-text","parakeet","conformer","rnnt","automatic-speech-recognition","en","arxiv:2604.19079","arxiv:2305.05084","arxiv:2304.09325","base_model:nvidia/parakeet-unified-en-0.6b","base_model:quantized:nvidia/parakeet-unified-en-0.6b","license:cc-by-4.0","region:us","llm","nvidia/parakeet-unified-en-0.6b"],"task":"automatic-speech-recognition","modality":"text","framework":"transcribe.cpp","formats":["gitattributes","md","gguf"],"baseModel":"nvidia/parakeet-unified-en-0.6b","derivedFrom":"nvidia/parakeet-unified-en-0.6b","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":[],"paperIds":["2604.19079","2305.05084","2304.09325"],"repoType":"model","baseModel":"nvidia/parakeet-unified-en-0.6b","languages":["en"],"sourceUrl":"https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf","evalResults":[],"libraryName":"transcribe.cpp","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags","transcribe_cpp"],"semanticText":"automatic-speech-recognition transcribe.cpp llm model en nvidia/parakeet-unified-en-0.6b gguf","semanticTerms":["automatic-speech-recognition","transcribe.cpp","llm","model","en","nvidia/parakeet-unified-en-0.6b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1947},{"lfs":false,"path":"README.md","sizeBytes":15715},{"lfs":true,"path":"parakeet-unified-en-0.6b-F16.gguf","sizeBytes":1239114240},{"lfs":true,"path":"parakeet-unified-en-0.6b-F32.gguf","sizeBytes":2473323520},{"lfs":true,"path":"parakeet-unified-en-0.6b-Q4_K_M.gguf","sizeBytes":477274496},{"lfs":true,"path":"parakeet-unified-en-0.6b-Q5_K_M.gguf","sizeBytes":540795264},{"lfs":true,"path":"parakeet-unified-en-0.6b-Q6_K.gguf","sizeBytes":602191232},{"lfs":true,"path":"parakeet-unified-en-0.6b-Q8_0.gguf","sizeBytes":731357568}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6064073982,"sizeKnown":true,"sizeLabel":"5.6 GB","sizeReason":"","declaredSizeBytes":6064073982,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1560031,"stars":7,"citations":0,"updatedAt":"2026-09-18T07:07:52.508Z","createdAt":"2026-09-18T07:05:24.094Z","version":"hf-main","upstream":{"gated":false,"repoId":"handy-computer/parakeet-unified-en-0.6b-gguf","private":false,"repoUrl":"https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"d5249700b2382bf5c5024c2421d101b8db54a629","fetchedAt":"2026-09-18T07:05:24.043Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0","licenseDeclared":"cc-by-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T07:07:52.508Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":7,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":7,"publicDownloadableFileCount":null,"externalFileCount":7,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6064073982,"label":"5.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1560031,"upstreamStars":7,"label":"1.6M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"handy-computer/parakeet-unified-en-0.6b-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: cc-by-4.0","Provenance: handy-computer/parakeet-unified-en-0.6b-gguf","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":7},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-handy-computer-parakeet-unified-en-0-6b-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1947,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":15715,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"parakeet-unified-en-0.6b-F16.gguf","sizeBytes":1239114240,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"parakeet-unified-en-0.6b-F32.gguf","sizeBytes":2473323520,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"parakeet-unified-en-0.6b-Q5_K_M.gguf","sizeBytes":540795264,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"handy-computer/parakeet-unified-en-0.6b-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-handy-computer-parakeet-unified-en-0-6b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-handy-computer-parakeet-unified-en-0-6b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-neuralmind-bert-large-portuguese-cased","owner":"neuralmind","name":"bert-large-portuguese-cased","repo":"neuralmind/bert-large-portuguese-cased","type":"llm","summary":"Model from Hugging Face for fill mask: neuralmind/bert-large-portuguese-cased · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for predicting masked text; for developers working with masked language models.","confidence":"medium","task":"fill-mask","audience":"developers working with masked language models","basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2679956539,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"neuralmind","sourceUrl":"https://huggingface.co/neuralmind/bert-large-portuguese-cased","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","jax","bert","fill-mask","pt","dataset:brwac","license:mit","endpoints_compatible","deploy:azure","region:us","llm","brwac"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["brWaC"],"paperIds":[],"repoType":"model","baseModel":"","languages":["pt"],"sourceUrl":"https://huggingface.co/neuralmind/bert-large-portuguese-cased","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","license","tags"],"semanticText":"fill-mask transformers llm model pt brwac","semanticTerms":["fill-mask","transformers","llm","model","pt","brwac"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":391},{"lfs":false,"path":"README.md","sizeBytes":3623},{"lfs":false,"path":"added_tokens.json","sizeBytes":2},{"lfs":false,"path":"config.json","sizeBytes":648},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":1337727129},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":1342014951},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":155},{"lfs":false,"path":"vocab.txt","sizeBytes":209528}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":2679956539,"sizeKnown":true,"sizeLabel":"2.5 GB","sizeReason":"","declaredSizeBytes":2679956539,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":1526535,"stars":74,"citations":0,"updatedAt":"2021-05-20T01:31:09.000Z","createdAt":"2026-06-29T22:19:54.936Z","version":"hf-main","upstream":{"gated":false,"repoId":"neuralmind/bert-large-portuguese-cased","private":false,"repoUrl":"https://huggingface.co/neuralmind/bert-large-portuguese-cased","disabled":false,"provider":"huggingface","repoType":"model","revision":"aa302f6ea73b759f7df9cad58bd272127b67ec28","fetchedAt":"2026-10-09T23:21:10.594Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-09T23:21:10.594Z","revision":"aa302f6ea73b759f7df9cad58bd272127b67ec28"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","totalFiles":9,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":9,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":9,"publicDownloadableFileCount":null,"externalFileCount":9,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2679956539,"label":"2.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1526535,"upstreamStars":74,"label":"1.5M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"neuralmind/bert-large-portuguese-cased"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: neuralmind/bert-large-portuguese-cased"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":9},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-neuralmind-bert-large-portuguese-cased/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":391,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3623,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"added_tokens.json","sizeBytes":2,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":648,"format":"json","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"flax_model.msgpack","sizeBytes":1337727129,"format":"msgpack","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"neuralmind/bert-large-portuguese-cased"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-neuralmind-bert-large-portuguese-cased","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-neuralmind-bert-large-portuguese-cased/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-liquidai-lfm2-5-2-6b-gguf","owner":"LiquidAI","name":"LFM2.5-2.6B-GGUF","repo":"LiquidAI/LFM2.5-2.6B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: LiquidAI/LFM2.5-2.6B-GGUF · gguf","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for generating text; for developers building text generation tools.","confidence":"medium","task":"text-generation","audience":"developers building text generation tools","basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"baseModel","value":"LiquidAI/LFM2.5-2.6B"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"LiquidAI/LFM2.5-2.6B","field":"baseModel"}],"parameters":null,"size":{"bytes":22704723029,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"LiquidAI","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","gguf","liquid","lfm2.5","llama.cpp","text-generation","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt","ru","es","th"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md","json"],"baseModel":"LiquidAI/LFM2.5-2.6B","derivedFrom":"LiquidAI/LFM2.5-2.6B","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"LiquidAI/LFM2.5-2.6B","languages":["ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation gguf llm model ar zh en fr de hi id it ja ko pl pt liquidai/lfm2.5-2.6b","semanticTerms":["text-generation","gguf","llm","model","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt","liquidai/lfm2.5-2.6b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1990},{"lfs":true,"path":"LFM2.5-2.6B-BF16.gguf","sizeBytes":5403158528},{"lfs":true,"path":"LFM2.5-2.6B-F16.gguf","sizeBytes":5403158528},{"lfs":true,"path":"LFM2.5-2.6B-Q4_0.gguf","sizeBytes":1593894912},{"lfs":true,"path":"LFM2.5-2.6B-Q4_K_M.gguf","sizeBytes":1674455040},{"lfs":true,"path":"LFM2.5-2.6B-Q5_K_M.gguf","sizeBytes":1939744768},{"lfs":true,"path":"LFM2.5-2.6B-Q6_K.gguf","sizeBytes":2221615104},{"lfs":true,"path":"LFM2.5-2.6B-Q8_0.gguf","sizeBytes":2874779648},{"lfs":true,"path":"LFM2.5-2.6B-QAD-Q4_0.gguf","sizeBytes":1593894944},{"lfs":false,"path":"LICENSE","sizeBytes":10574},{"lfs":false,"path":"README.md","sizeBytes":1797},{"lfs":false,"path":"leap/Q4_0.json","sizeBytes":1798},{"lfs":false,"path":"leap/Q4_K_M.json","sizeBytes":1800},{"lfs":false,"path":"leap/Q5_K_M.json","sizeBytes":1800},{"lfs":false,"path":"leap/Q8_0.json","sizeBytes":1798}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":22704723029,"sizeKnown":true,"sizeLabel":"21.1 GB","sizeReason":"","declaredSizeBytes":22704723029,"defaultDownloadBytes":1674455040,"mirrorCount":1,"downloadCount":1190232,"stars":345,"citations":0,"updatedAt":"2026-09-18T05:05:41.844Z","createdAt":"2026-09-18T05:00:57.747Z","version":"hf-main","upstream":{"gated":false,"repoId":"LiquidAI/LFM2.5-2.6B-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"84022ce711b28455e8c4fc364ce68c00cf995875","fetchedAt":"2026-09-18T05:00:57.743Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T05:05:41.844Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":15,"publicDownloadableFileCount":null,"externalFileCount":15,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":22704723029,"label":"21.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1190232,"upstreamStars":345,"label":"1.2M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"LiquidAI/LFM2.5-2.6B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: LiquidAI/LFM2.5-2.6B-GGUF","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":15},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-liquidai-lfm2-5-2-6b-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1990,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-2.6B-BF16.gguf","sizeBytes":5403158528,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-2.6B-F16.gguf","sizeBytes":5403158528,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-2.6B-Q4_0.gguf","sizeBytes":1593894912,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"LiquidAI/LFM2.5-2.6B-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-liquidai-lfm2-5-2-6b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-2-6b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-deepseek-ai-deepseek-v3-0324","owner":"deepseek-ai","name":"DeepSeek-V3-0324","repo":"deepseek-ai/DeepSeek-V3-0324","type":"llm","summary":"Model from Hugging Face for text generation: deepseek-ai/DeepSeek-V3-0324 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":688603870287,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"deepseek-ai","sourceUrl":"https://huggingface.co/deepseek-ai/DeepSeek-V3-0324","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","deepseek_v3","text-generation","conversational","custom_code","arxiv:2412.19437","license:mit","eval-results","text-generation-inference","endpoints_compatible","fp8","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","png","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2412.19437"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/deepseek-ai/DeepSeek-V3-0324","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","license"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"configuration_deepseek.py","sizeBytes":0},{"lfs":false,"path":"figures/0324_comparison.png","sizeBytes":0},{"lfs":false,"path":"model-00001-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00002-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00003-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00004-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00005-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00006-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00007-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00008-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00009-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00010-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00011-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00012-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00013-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00014-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00015-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00016-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00017-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00018-of-000163.safetensors","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":688603870287,"sizeKnown":true,"sizeLabel":"641.3 GB","sizeReason":"","declaredSizeBytes":688603870287,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":1171847,"stars":3219,"citations":0,"updatedAt":"2025-03-27T04:01:53.000Z","createdAt":"2026-06-29T22:20:07.741Z","version":"hf-main","upstream":{"gated":false,"repoId":"deepseek-ai/DeepSeek-V3-0324","private":false,"repoUrl":"https://huggingface.co/deepseek-ai/DeepSeek-V3-0324","disabled":false,"provider":"huggingface","repoType":"model","revision":"e9b33add76883f293d6bf61f6bd89b497e80e335","fetchedAt":"2026-10-15T03:30:39.996Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-01T18:34:15.887Z","revision":"e9b33add76883f293d6bf61f6bd89b497e80e335"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","totalFiles":173,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":173,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":173,"publicDownloadableFileCount":null,"externalFileCount":173,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":688603870287,"label":"641.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1171847,"upstreamStars":3219,"label":"1.2M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"deepseek-ai/DeepSeek-V3-0324"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: deepseek-ai/DeepSeek-V3-0324"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":173},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-deepseek-ai-deepseek-v3-0324/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":1064,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":10655,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":1660,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"configuration_deepseek.py","sizeBytes":9897,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"deepseek-ai/DeepSeek-V3-0324"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-deepseek-ai-deepseek-v3-0324","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepseek-ai-deepseek-v3-0324/metadata.json"},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":180,"mirroredBytes":688594944446,"readinessCheckedAt":"2026-10-20T17:47:59.312Z","readinessSource":"index","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":180,"mirroredBytes":688594944446,"readinessCheckedAt":"2026-10-20T17:47:59.312Z","readinessSource":"index","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-deepseek-ai-deepseek-v3","owner":"deepseek-ai","name":"DeepSeek-V3","repo":"deepseek-ai/DeepSeek-V3","type":"llm","summary":"Model from Hugging Face for text generation: deepseek-ai/DeepSeek-V3 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":688603930991,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"deepseek-ai","sourceUrl":null,"license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","deepseek_v3","text-generation","conversational","custom_code","arxiv:2412.19437","eval-results","text-generation-inference","endpoints_compatible","fp8","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","png","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["2412.19437"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":null,"evalResults":[],"libraryName":"transformers","licenseLink":"","licenseName":"License: unknown","pipelineTag":"text-generation","cardDataKeys":["library_name"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE-CODE","sizeBytes":0},{"lfs":false,"path":"LICENSE-MODEL","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"README_WEIGHTS.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"configuration_deepseek.py","sizeBytes":0},{"lfs":false,"path":"figures/benchmark.png","sizeBytes":0},{"lfs":false,"path":"figures/niah.png","sizeBytes":0},{"lfs":false,"path":"inference/configs/config_16B.json","sizeBytes":0},{"lfs":false,"path":"inference/configs/config_236B.json","sizeBytes":0},{"lfs":false,"path":"inference/configs/config_671B.json","sizeBytes":0},{"lfs":false,"path":"inference/convert.py","sizeBytes":0},{"lfs":false,"path":"inference/fp8_cast_bf16.py","sizeBytes":0},{"lfs":false,"path":"inference/generate.py","sizeBytes":0},{"lfs":false,"path":"inference/kernel.py","sizeBytes":0},{"lfs":false,"path":"inference/model.py","sizeBytes":0},{"lfs":false,"path":"inference/requirements.txt","sizeBytes":0},{"lfs":false,"path":"model-00001-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00002-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00003-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00004-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00005-of-000163.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00006-of-000163.safetensors","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":688603930991,"sizeKnown":true,"sizeLabel":"641.3 GB","sizeReason":"","declaredSizeBytes":688603930991,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":1131639,"stars":4447,"citations":0,"updatedAt":"2025-03-27T04:01:45.000Z","createdAt":"2026-09-20T03:30:41.284Z","version":"hf-main","upstream":{"gated":false,"repoId":"deepseek-ai/DeepSeek-V3","private":false,"repoUrl":null,"disabled":false,"provider":"huggingface","repoType":"model","revision":"e815299b0bcbac849fa540c768ef21845365c9eb","fetchedAt":"2026-10-20T03:31:09.536Z","importMode":"external-catalog","licenseRaw":"License: unknown","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-01T18:29:13.319Z","revision":"e815299b0bcbac849fa540c768ef21845365c9eb"},"licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","totalFiles":185,"hostedFiles":180,"mirroredBytes":688594944446,"mirroredFiles":180,"hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":185,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":185,"publicDownloadableFileCount":180,"externalFileCount":185,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":688603930991,"label":"641.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1131639,"upstreamStars":4447,"label":"1.1M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"deepseek-ai/DeepSeek-V3"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"180/185 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: deepseek-ai/DeepSeek-V3","Scan: pending","Hosted files: 180/185 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":180,"externalFiles":5,"totalFiles":185},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-deepseek-ai-deepseek-v3/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE-CODE","sizeBytes":1064,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE-MODEL","sizeBytes":13759,"format":"file","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":19626,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README_WEIGHTS.md","sizeBytes":3610,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"deepseek-ai/DeepSeek-V3"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-deepseek-ai-deepseek-v3","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepseek-ai-deepseek-v3/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-pysentimiento-robertuito-sentiment-analysis","owner":"pysentimiento","name":"robertuito-sentiment-analysis","repo":"pysentimiento/robertuito-sentiment-analysis","type":"llm","summary":"Model from Hugging Face for text classification: pysentimiento/robertuito-sentiment-analysis · pysentimiento","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for labeling text; for developers building text classifiers.","confidence":"medium","task":"text-classification","audience":"developers building text classifiers","basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":1307195448,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"pysentimiento","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","unknown","pysentimiento","pytorch","tf","safetensors","roberta","twitter","sentiment-analysis","text-classification","es","arxiv:2106.09462","region:us","llm"],"task":"text-classification","modality":"text","framework":"pysentimiento","formats":["gitattributes","md","json","safetensors","bin","h5"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["2106.09462"],"repoType":"model","baseModel":"","languages":["es"],"evalResults":[],"libraryName":"pysentimiento","pipelineTag":"text-classification","cardDataKeys":["language","library_name","pipeline_tag","tags"],"semanticText":"text-classification pysentimiento llm model es safetensors","semanticTerms":["text-classification","pysentimiento","llm","model","es","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":"README.md","sizeBytes":4729},{"lfs":false,"path":"config.json","sizeBytes":925},{"lfs":true,"path":"model.safetensors","sizeBytes":435189428},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":435234485},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":167},{"lfs":false,"path":"test_results.json","sizeBytes":739},{"lfs":true,"path":"tf_model.h5","sizeBytes":435453760},{"lfs":false,"path":"tokenizer.json","sizeBytes":1306803},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":384},{"lfs":true,"path":"training_args.bin","sizeBytes":2799}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":1307195448,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1307195448,"defaultDownloadBytes":870426712,"mirrorCount":1,"downloadCount":1085789,"stars":104,"citations":0,"updatedAt":"2026-09-20T17:31:58.320Z","createdAt":"2026-09-20T17:30:58.732Z","version":"hf-main","upstream":{"gated":false,"repoId":"pysentimiento/robertuito-sentiment-analysis","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"a2cc0f67ebd705c55191e25a05ba23d885fcc09b","fetchedAt":"2026-09-20T17:30:58.730Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T17:31:58.320Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":10,"publicDownloadableFileCount":null,"externalFileCount":10,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1307195448,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1085789,"upstreamStars":104,"label":"1.1M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"pysentimiento/robertuito-sentiment-analysis"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: pysentimiento/robertuito-sentiment-analysis","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":10},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-pysentimiento-robertuito-sentiment-analysis/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1229,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":4729,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"pytorch_model.bin","sizeBytes":435234485,"format":"bin","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"pysentimiento/robertuito-sentiment-analysis"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-pysentimiento-robertuito-sentiment-analysis","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-pysentimiento-robertuito-sentiment-analysis/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-legraphista-glm-4-9b-chat-imat-gguf","owner":"legraphista","name":"glm-4-9b-chat-IMat-GGUF","repo":"legraphista/glm-4-9b-chat-IMat-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: legraphista/glm-4-9b-chat-IMat-GGUF · gguf","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for generating text; for developers building text generation tools.","confidence":"medium","task":"text-generation","audience":"developers building text generation tools","basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"baseModel","value":"THUDM/glm-4-9b-chat"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"THUDM/glm-4-9b-chat","field":"baseModel"}],"parameters":null,"size":{"bytes":154448305832,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"legraphista","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","gguf","glm","chatglm","thudm","quantized","quantization","imat","imatrix","static","16bit","8bit","6bit","5bit","4bit","3bit","2bit","1bit","text-generation","zh","en"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","md","gguf","dat","dataset","log"],"baseModel":"THUDM/glm-4-9b-chat","derivedFrom":"THUDM/glm-4-9b-chat","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"THUDM/glm-4-9b-chat","languages":["zh","en"],"evalResults":[],"libraryName":"gguf","licenseName":"glm-4","pipelineTag":"text-generation","cardDataKeys":["base_model","inference","language","library_name","license","license_link","license_name","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation gguf llm model zh en thudm/glm-4-9b-chat chatglm base_model:zai-org/glm-4-9b-chat base_model:quantized:zai-org/glm-4-9b-chat","semanticTerms":["text-generation","gguf","llm","model","zh","en","thudm/glm-4-9b-chat","chatglm","base_model:zai-org/glm-4-9b-chat","base_model:quantized:zai-org/glm-4-9b-chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3097},{"lfs":false,"path":"README.md","sizeBytes":9325},{"lfs":true,"path":"glm-4-9b-chat.BF16.gguf","sizeBytes":18806965440},{"lfs":true,"path":"glm-4-9b-chat.FP16.gguf","sizeBytes":18806965440},{"lfs":true,"path":"glm-4-9b-chat.IQ1_M.gguf","sizeBytes":3220669856},{"lfs":true,"path":"glm-4-9b-chat.IQ1_S.gguf","sizeBytes":3097789856},{"lfs":true,"path":"glm-4-9b-chat.IQ2_M.gguf","sizeBytes":3931538848},{"lfs":true,"path":"glm-4-9b-chat.IQ2_S.gguf","sizeBytes":3767698848},{"lfs":true,"path":"glm-4-9b-chat.IQ2_XS.gguf","sizeBytes":3610281376},{"lfs":true,"path":"glm-4-9b-chat.IQ2_XXS.gguf","sizeBytes":3425469856},{"lfs":true,"path":"glm-4-9b-chat.IQ3_M.gguf","sizeBytes":4811883936},{"lfs":true,"path":"glm-4-9b-chat.IQ3_S.gguf","sizeBytes":4587423136},{"lfs":true,"path":"glm-4-9b-chat.IQ3_XS.gguf","sizeBytes":4429645216},{"lfs":true,"path":"glm-4-9b-chat.IQ3_XXS.gguf","sizeBytes":4259218848},{"lfs":true,"path":"glm-4-9b-chat.IQ4_NL.gguf","sizeBytes":5455316384},{"lfs":true,"path":"glm-4-9b-chat.IQ4_XS.gguf","sizeBytes":5251106208},{"lfs":true,"path":"glm-4-9b-chat.Q2_K.gguf","sizeBytes":3991897536},{"lfs":true,"path":"glm-4-9b-chat.Q2_K_S.gguf","sizeBytes":3958801824},{"lfs":true,"path":"glm-4-9b-chat.Q3_K.gguf","sizeBytes":5064328640},{"lfs":true,"path":"glm-4-9b-chat.Q3_K_L.gguf","sizeBytes":5281449376},{"lfs":true,"path":"glm-4-9b-chat.Q3_K_S.gguf","sizeBytes":4587423136},{"lfs":true,"path":"glm-4-9b-chat.Q4_K.gguf","sizeBytes":6250923456},{"lfs":true,"path":"glm-4-9b-chat.Q4_K_S.gguf","sizeBytes":5753341344},{"lfs":true,"path":"glm-4-9b-chat.Q5_K.gguf","sizeBytes":7143785664}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":154448305832,"sizeKnown":true,"sizeLabel":"143.8 GB","sizeReason":"","declaredSizeBytes":154448305832,"defaultDownloadBytes":5251106208,"mirrorCount":1,"downloadCount":1013638,"stars":5,"citations":0,"updatedAt":"2026-09-18T03:02:01.394Z","createdAt":"2026-09-18T02:39:09.869Z","version":"hf-main","upstream":{"gated":false,"repoId":"legraphista/glm-4-9b-chat-IMat-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"0c1dbb84faf564f0a2fd2e4cb5cc2f37940622df","fetchedAt":"2026-09-18T02:39:09.859Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T03:02:01.394Z","mirroredBy":"mirror-batch-worker","totalFiles":30,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":30,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":30,"publicDownloadableFileCount":null,"externalFileCount":30,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":154448305832,"label":"143.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1013638,"upstreamStars":5,"label":"1.0M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"legraphista/glm-4-9b-chat-IMat-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: glm-4 (custom terms)","Provenance: legraphista/glm-4-9b-chat-IMat-GGUF","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":30},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-legraphista-glm-4-9b-chat-imat-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":3097,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":9325,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"glm-4-9b-chat.BF16.gguf","sizeBytes":18806965440,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"glm-4-9b-chat.FP16.gguf","sizeBytes":18806965440,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"glm-4-9b-chat.IQ1_M.gguf","sizeBytes":3220669856,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"legraphista/glm-4-9b-chat-IMat-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-legraphista-glm-4-9b-chat-imat-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-glm-4-9b-chat-imat-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-rippertnt-hyperclovax-seed-text-instruct-1-5b-q4-k-m-gguf","owner":"rippertnt","name":"HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF","repo":"rippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF","type":"llm","summary":"Model from Hugging Face for llm: rippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF · unknown","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"low","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"baseModel","value":"naver-hyperclovax/HyperCLOVAX-SEED-Text-Instruct-1.5B"},{"field":"tags","value":"conversational"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"naver-hyperclovax/HyperCLOVAX-SEED-Text-Instruct-1.5B","field":"baseModel"}],"parameters":null,"size":{"bytes":1142022317,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"rippertnt","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","other","gguf","llama","llama-cpp","gguf-my-repo","base_model:naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b","base_model:quantized:naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b","license:other","endpoints_compatible","region:us","conversational","unknown","llm","naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","json","gguf"],"baseModel":"naver-hyperclovax/HyperCLOVAX-SEED-Text-Instruct-1.5B","derivedFrom":"naver-hyperclovax/HyperCLOVAX-SEED-Text-Instruct-1.5B","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"naver-hyperclovax/HyperCLOVAX-SEED-Text-Instruct-1.5B","languages":[],"evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","license","license_link","license_name","tags"],"semanticText":"unknown llm model naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b gguf gguf-my-repo base_model:naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b base_model:quantized:naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b","semanticTerms":["unknown","llm","model","naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b","gguf","gguf-my-repo","base_model:naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b","base_model:quantized:naver-hyperclovax/hyperclovax-seed-text-instruct-1.5b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1603},{"lfs":false,"path":"README.md","sizeBytes":2084},{"lfs":false,"path":"config.json","sizeBytes":764},{"lfs":true,"path":"hyperclovax-seed-text-instruct-1.5b-q4_k_m.gguf","sizeBytes":1133974368},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1929},{"lfs":false,"path":"tokenizer.json","sizeBytes":8029694},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":11875}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":1142022317,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1142022317,"defaultDownloadBytes":1133974368,"mirrorCount":1,"downloadCount":999338,"stars":5,"citations":0,"updatedAt":"2026-09-18T20:27:05.457Z","createdAt":"2026-09-18T20:25:21.577Z","version":"hf-main","upstream":{"gated":false,"repoId":"rippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"3d2edd543d75372922aabd4ae538e6d181634b5d","fetchedAt":"2026-09-18T20:25:21.533Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T20:27:05.457Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":7,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":7,"publicDownloadableFileCount":null,"externalFileCount":7,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1142022317,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":999338,"upstreamStars":5,"label":"999K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"rippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: rippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":7},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-rippertnt-hyperclovax-seed-text-instruct-1-5b-q4-k-m-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1603,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2084,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":764,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"special_tokens_map.json","sizeBytes":1929,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"rippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-rippertnt-hyperclovax-seed-text-instruct-1-5b-q4-k-m-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-rippertnt-hyperclovax-seed-text-instruct-1-5b-q4-k-m-gguf/metadata.json"},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":541629238,"readinessCheckedAt":"2026-10-20T18:22:31.609Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":541629238,"readinessCheckedAt":"2026-10-20T18:22:31.609Z","readinessSource":"file-check","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-livekit-turn-detector","owner":"livekit","name":"turn-detector","repo":"livekit/turn-detector","type":"llm","summary":"Model from Hugging Face for text classification: livekit/turn-detector · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for labeling text; for developers building text classifiers.","confidence":"low","task":"text-classification","audience":"developers building text classifiers","basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"baseModel","value":"Qwen/Qwen2.5-0.5B-Instruct"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"Qwen/Qwen2.5-0.5B-Instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":707944533,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"livekit","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","transformers","onnx","safetensors","llama","text-generation","voice-ai","turn-detection","end-of-utterance","end-of-turn","conversational-ai","livekit","quantized","knowledge-distillation","text-classification","en","es","fr","de","it","pt"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","onnx"],"baseModel":"Qwen/Qwen2.5-0.5B-Instruct","derivedFrom":"Qwen/Qwen2.5-0.5B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen2.5-0.5B-Instruct","languages":["en","es","fr","de","it","pt","nl","zh","ja","ko","id","tr"],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-classification transformers llm model en es fr de it pt nl zh ja ko id tr qwen/qwen2.5-0.5b-instruct onnx safetensors base_model:qwen/qwen2.5-0.5b-instruct base_model:quantized:qwen/qwen2.5-0.5b-instruct text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","en","es","fr","de","it","pt","nl","zh","ja","ko","id","tr","qwen/qwen2.5-0.5b-instruct","onnx","safetensors","base_model:qwen/qwen2.5-0.5b-instruct","base_model:quantized:qwen/qwen2.5-0.5b-instruct","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":5625},{"lfs":false,"path":"README.md","sizeBytes":10473},{"lfs":false,"path":"added_tokens.json","sizeBytes":50},{"lfs":false,"path":"config.json","sizeBytes":793},{"lfs":false,"path":"generation_config.json","sizeBytes":111},{"lfs":false,"path":"merges.txt","sizeBytes":466391},{"lfs":true,"path":"model.safetensors","sizeBytes":538095016},{"lfs":true,"path":"model_quantized.onnx","sizeBytes":165035487},{"lfs":false,"path":"ort_config.json","sizeBytes":763},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":699},{"lfs":false,"path":"tokenizer.json","sizeBytes":3523029},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":3915},{"lfs":false,"path":"vocab.json","sizeBytes":800662}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":707944533,"sizeKnown":true,"sizeLabel":"675.1 MB","sizeReason":"","declaredSizeBytes":707944533,"defaultDownloadBytes":703130503,"mirrorCount":1,"downloadCount":978462,"stars":147,"citations":0,"updatedAt":"2026-09-20T20:00:46.391Z","createdAt":"2026-09-20T18:09:18.184Z","version":"hf-main","upstream":{"gated":false,"repoId":"livekit/turn-detector","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"fba34c38ad5d30a63ebb83a9e6bf271cf4c91d67","fetchedAt":"2026-09-20T18:09:18.181Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-20T20:00:46.391Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":8,"mirroredBytes":541629238,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":14,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":8,"externalFileCount":14,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":707944533,"label":"675.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":978462,"upstreamStars":147,"label":"978K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"livekit/turn-detector"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: livekit/turn-detector","Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-livekit-turn-detector/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":10473,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"livekit/turn-detector"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-livekit-turn-detector","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-livekit-turn-detector/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-reliquaryforge-qwen3-4b-base-dapo-v4","owner":"ReliquaryForge","name":"qwen3-4b-base-dapo-v4","repo":"ReliquaryForge/qwen3-4b-base-dapo-v4","type":"llm","summary":"Model from Hugging Face for text generation: ReliquaryForge/qwen3-4b-base-dapo-v4 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":8060879630,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ReliquaryForge","sourceUrl":"https://huggingface.co/ReliquaryForge/qwen3-4b-base-dapo-v4","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3","text-generation","conversational","arxiv:2505.09388","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2505.09388"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ReliquaryForge/qwen3-4b-base-dapo-v4","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","license"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":2937},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4116},{"lfs":false,"path":"config.json","sizeBytes":1593},{"lfs":false,"path":"generation_config.json","sizeBytes":139},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":8044982080},{"lfs":false,"path":"reliquary_protocol_profile.json","sizeBytes":437},{"lfs":false,"path":"reliquary_publication.json","sizeBytes":1701},{"lfs":false,"path":"reliquary_v1_bootstrap.json","sizeBytes":1682},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422650},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":696},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":8060879630,"sizeKnown":true,"sizeLabel":"7.5 GB","sizeReason":"","declaredSizeBytes":8060879630,"defaultDownloadBytes":8044982080,"mirrorCount":1,"downloadCount":936257,"stars":7,"citations":0,"updatedAt":"2026-09-18T05:26:38.339Z","createdAt":"2026-09-18T05:17:33.543Z","version":"hf-main","upstream":{"gated":false,"repoId":"ReliquaryForge/qwen3-4b-base-dapo-v4","private":false,"repoUrl":"https://huggingface.co/ReliquaryForge/qwen3-4b-base-dapo-v4","disabled":false,"provider":"huggingface","repoType":"model","revision":"bb9ea05316b2c36f8ce81f3dbac0a2ff94706345","fetchedAt":"2026-09-18T05:17:33.536Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T05:26:38.339Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":13,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":null,"externalFileCount":13,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8060879630,"label":"7.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":936257,"upstreamStars":7,"label":"936K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ReliquaryForge/qwen3-4b-base-dapo-v4"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ReliquaryForge/qwen3-4b-base-dapo-v4","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":13},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-reliquaryforge-qwen3-4b-base-dapo-v4/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2937,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ReliquaryForge/qwen3-4b-base-dapo-v4"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-reliquaryforge-qwen3-4b-base-dapo-v4","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-reliquaryforge-qwen3-4b-base-dapo-v4/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-mudler-locate-anything-cpp-gguf","owner":"mudler","name":"locate-anything.cpp-gguf","repo":"mudler/locate-anything.cpp-gguf","type":"llm","summary":"Model from Hugging Face for object detection: mudler/locate-anything.cpp-gguf · gguf","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for detecting objects in images; for developers building object detection tools.","confidence":"medium","task":"object-detection","audience":"developers building object detection tools","basis":"recorded-metadata","rules":["task:object-detection"],"evidence":[{"field":"baseModel","value":"nvidia/LocateAnything-3B"},{"field":"task","value":"object-detection"},{"field":"cardMetadata.pipelineTag","value":"object-detection"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"nvidia/LocateAnything-3B","field":"baseModel"}],"parameters":null,"size":{"bytes":30745055504,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mudler","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","other","gguf","locate-anything.cpp","ggml","object-detection","open-vocabulary-detection","visual-grounding","localai","base_model:nvidia/locateanything-3b","base_model:quantized:nvidia/locateanything-3b","license:other","region:us","llm","nvidia/locateanything-3b"],"task":"object-detection","modality":"text","framework":"gguf","formats":["gitattributes","md","png","gguf"],"baseModel":"nvidia/LocateAnything-3B","derivedFrom":"nvidia/LocateAnything-3B","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"nvidia/LocateAnything-3B","languages":[],"evalResults":[],"libraryName":"gguf","licenseName":"nvidia-license","pipelineTag":"object-detection","cardDataKeys":["base_model","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"object-detection gguf llm model nvidia/locateanything-3b","semanticTerms":["object-detection","gguf","llm","model","nvidia/locateanything-3b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1828},{"lfs":false,"path":"README.md","sizeBytes":3933},{"lfs":false,"path":"gpu_speedup.png","sizeBytes":62965},{"lfs":true,"path":"locate-anything-f16.gguf","sizeBytes":9154203072},{"lfs":true,"path":"locate-anything-q4_k.gguf","sizeBytes":4716320320},{"lfs":true,"path":"locate-anything-q5_k.gguf","sizeBytes":5102223168},{"lfs":true,"path":"locate-anything-q6_k.gguf","sizeBytes":5512244960},{"lfs":true,"path":"locate-anything-q8_0.gguf","sizeBytes":6259931712},{"lfs":false,"path":"quant_tradeoff.png","sizeBytes":63546}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":30745055504,"sizeKnown":true,"sizeLabel":"28.6 GB","sizeReason":"","declaredSizeBytes":30745055504,"defaultDownloadBytes":4716320320,"mirrorCount":1,"downloadCount":915963,"stars":14,"citations":0,"updatedAt":"2026-09-18T20:01:04.580Z","createdAt":"2026-09-18T19:54:04.574Z","version":"hf-main","upstream":{"gated":false,"repoId":"mudler/locate-anything.cpp-gguf","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"4e50db5b836dd876f5e464734ef5484cae754a52","fetchedAt":"2026-09-18T19:54:04.528Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T20:01:04.580Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":9,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":9,"publicDownloadableFileCount":null,"externalFileCount":9,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":30745055504,"label":"28.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":915963,"upstreamStars":14,"label":"916K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"mudler/locate-anything.cpp-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: nvidia-license (custom terms)","Provenance: mudler/locate-anything.cpp-gguf","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":9},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-mudler-locate-anything-cpp-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1828,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3933,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"gpu_speedup.png","sizeBytes":62965,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"locate-anything-f16.gguf","sizeBytes":9154203072,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"locate-anything-q4_k.gguf","sizeBytes":4716320320,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mudler/locate-anything.cpp-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mudler-locate-anything-cpp-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mudler-locate-anything-cpp-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-deepseek-ai-deepseek-coder-v2-lite-instruct","owner":"deepseek-ai","name":"DeepSeek-Coder-V2-Lite-Instruct","repo":"deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct","type":"llm","summary":"Model from Hugging Face for text generation: deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":31418823360,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"deepseek-ai","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","other","transformers","safetensors","deepseek_v2","text-generation","conversational","custom_code","arxiv:2401.06066","license:other","eval-results","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":["2401.06066"],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","licenseName":"deepseek-license","pipelineTag":"text-generation","cardDataKeys":["license","license_link","license_name"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":11320},{"lfs":false,"path":"config.json","sizeBytes":1522},{"lfs":false,"path":"configuration_deepseek.py","sizeBytes":10338},{"lfs":false,"path":"generation_config.json","sizeBytes":181},{"lfs":true,"path":"model-00001-of-000004.safetensors","sizeBytes":8594887410},{"lfs":true,"path":"model-00002-of-000004.safetensors","sizeBytes":8591757456},{"lfs":true,"path":"model-00003-of-000004.safetensors","sizeBytes":8590718535},{"lfs":true,"path":"model-00004-of-000004.safetensors","sizeBytes":5636263208},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":479924},{"lfs":false,"path":"modeling_deepseek.py","sizeBytes":78672},{"lfs":false,"path":"tokenization_deepseek_fast.py","sizeBytes":1368},{"lfs":false,"path":"tokenizer.json","sizeBytes":4610628},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1279}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":31418823360,"sizeKnown":true,"sizeLabel":"29.3 GB","sizeReason":"","declaredSizeBytes":31418823360,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":908249,"stars":660,"citations":0,"updatedAt":"2026-09-20T04:30:15.188Z","createdAt":"2026-09-20T02:37:49.536Z","version":"hf-main","upstream":{"gated":false,"repoId":"deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"e434a23f91ba5b4923cf6c9d9a238eb4a08e3a11","fetchedAt":"2026-09-20T02:37:49.533Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T04:30:15.188Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":14,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":null,"externalFileCount":14,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":31418823360,"label":"29.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":908249,"upstreamStars":660,"label":"908K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: deepseek-license (custom terms)","Provenance: deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":14},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-deepseek-ai-deepseek-coder-v2-lite-instruct/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":11320,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"configuration_deepseek.py","sizeBytes":10338,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-deepseek-ai-deepseek-coder-v2-lite-instruct","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepseek-ai-deepseek-coder-v2-lite-instruct/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-baai-bge-reranker-v2-gemma","owner":"BAAI","name":"bge-reranker-v2-gemma","repo":"BAAI/bge-reranker-v2-gemma","type":"llm","summary":"Model from Hugging Face for text classification: BAAI/bge-reranker-v2-gemma · sentence transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for labeling text; for developers building text classifiers.","confidence":"low","task":"text-classification","audience":"developers building text classifiers","basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":10046768389,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"BAAI","sourceUrl":"https://huggingface.co/BAAI/bge-reranker-v2-gemma","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","gemma","text-generation","transformers","text-classification","multilingual","arxiv:2312.15503","arxiv:2402.03216","license:apache-2.0","deploy:azure","region:us","llm"],"task":"text-classification","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","png","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2312.15503","2402.03216"],"repoType":"model","baseModel":"","languages":["multilingual"],"sourceUrl":"https://huggingface.co/BAAI/bge-reranker-v2-gemma","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-classification","cardDataKeys":["language","license","pipeline_tag","tags"],"semanticText":"text-classification sentence-transformers llm model multilingual safetensors transformers","semanticTerms":["text-classification","sentence-transformers","llm","model","multilingual","safetensors","transformers"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":17201},{"lfs":false,"path":"assets/BEIR-bge-en-v1.5.png","sizeBytes":56374},{"lfs":false,"path":"assets/BEIR-e5-mistral.png","sizeBytes":40223},{"lfs":false,"path":"assets/CMTEB-retrieval-bge-zh-v1.5.png","sizeBytes":51484},{"lfs":false,"path":"assets/llama-index.png","sizeBytes":106473},{"lfs":false,"path":"assets/miracl-bge-m3.png","sizeBytes":52028},{"lfs":false,"path":"config.json","sizeBytes":659},{"lfs":false,"path":"generation_config.json","sizeBytes":132},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4911635192},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4978830584},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":134242760},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":13490},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":555},{"lfs":true,"path":"tokenizer.json","sizeBytes":17477553},{"lfs":true,"path":"tokenizer.model","sizeBytes":4241003},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1108}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":10046768389,"sizeKnown":true,"sizeLabel":"9.4 GB","sizeReason":"","declaredSizeBytes":10046768389,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":784085,"stars":87,"citations":0,"updatedAt":"2026-08-28T01:43:30.572Z","createdAt":"2026-06-29T22:20:37.520Z","version":"hf-main","upstream":{"gated":false,"repoId":"BAAI/bge-reranker-v2-gemma","private":false,"repoUrl":"https://huggingface.co/BAAI/bge-reranker-v2-gemma","disabled":false,"provider":"huggingface","repoType":"model","revision":"1787044f8b6fb740a9de4557c3a12377f84d9e17","fetchedAt":"2026-08-27T23:25:46.467Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-08-28T01:43:30.572Z","mirroredBy":"mirror-batch-worker","totalFiles":17,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":17,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":17,"publicDownloadableFileCount":null,"externalFileCount":17,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":10046768389,"label":"9.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":784085,"upstreamStars":87,"label":"784K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"BAAI/bge-reranker-v2-gemma"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: BAAI/bge-reranker-v2-gemma","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":17},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-baai-bge-reranker-v2-gemma/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/BEIR-bge-en-v1.5.png","sizeBytes":56374,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/BEIR-e5-mistral.png","sizeBytes":40223,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/CMTEB-retrieval-bge-zh-v1.5.png","sizeBytes":51484,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"BAAI/bge-reranker-v2-gemma"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-baai-bge-reranker-v2-gemma","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-v2-gemma/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-alsgyu-sentiment-analysis-fine-tuned-model","owner":"alsgyu","name":"sentiment-analysis-fine-tuned-model","repo":"alsgyu/sentiment-analysis-fine-tuned-model","type":"llm","summary":"Model from Hugging Face for llm: alsgyu/sentiment-analysis-fine-tuned-model · unknown","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Not enough information to say what this model is for or who should use it.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":436685485,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"alsgyu","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","unknown","safetensors","bert","region:us","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":[],"semanticText":"unknown llm model safetensors","semanticTerms":["unknown","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":".ipynb_checkpoints/config-checkpoint.json","sizeBytes":1037},{"lfs":false,"path":"README.md","sizeBytes":2020},{"lfs":false,"path":"config.json","sizeBytes":1037},{"lfs":true,"path":"model.safetensors","sizeBytes":435706868},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":721716},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1235},{"lfs":false,"path":"vocab.txt","sizeBytes":249928}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":436685485,"sizeKnown":true,"sizeLabel":"416.5 MB","sizeReason":"","declaredSizeBytes":436685485,"defaultDownloadBytes":435706868,"mirrorCount":1,"downloadCount":773802,"stars":10,"citations":0,"updatedAt":"2026-09-21T04:06:41.272Z","createdAt":"2026-09-21T00:34:33.436Z","version":"hf-main","upstream":{"gated":false,"repoId":"alsgyu/sentiment-analysis-fine-tuned-model","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"e4e595bde60a2c04b86ce5476bd70802ca7c7892","fetchedAt":"2026-09-21T00:34:33.433Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T04:06:41.272Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":8,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":8,"publicDownloadableFileCount":null,"externalFileCount":8,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":436685485,"label":"416.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":773802,"upstreamStars":10,"label":"774K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"alsgyu/sentiment-analysis-fine-tuned-model"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: alsgyu/sentiment-analysis-fine-tuned-model","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":8},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-alsgyu-sentiment-analysis-fine-tuned-model/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".ipynb_checkpoints/config-checkpoint.json","sizeBytes":1037,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2020,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"alsgyu/sentiment-analysis-fine-tuned-model"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-alsgyu-sentiment-analysis-fine-tuned-model","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alsgyu-sentiment-analysis-fine-tuned-model/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-sicariussicariistuff-assistant-pepe-8b","owner":"SicariusSicariiStuff","name":"Assistant_Pepe_8B","repo":"SicariusSicariiStuff/Assistant_Pepe_8B","type":"llm","summary":"Model from Hugging Face for llm: SicariusSicariiStuff/Assistant_Pepe_8B · unknown","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Not enough information to say what this model is for or who should use it.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"llama3.1"},{"field":"cardMetadata.license","value":"llama3.1"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"llama3.1","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":16106916710,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"SicariusSicariiStuff","sourceUrl":"https://huggingface.co/SicariusSicariiStuff/Assistant_Pepe_8B","license":"llama3.1","licenseState":"known","licenseLabel":"llama3.1","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","llama3.1","safetensors","llama","en","dataset:sicariussicariistuff/ubw_tapestries","base_model:sicariussicariistuff/llama-3.1-nemotron-8b-ultralong-1m-instruct_abliterated","base_model:finetune:sicariussicariistuff/llama-3.1-nemotron-8b-ultralong-1m-instruct_abliterated","license:llama3.1","region:us","unknown","llm","sicariussicariistuff/ubw_tapestries"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","py","png","md","jinja","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"llama3.1","metrics":[],"datasets":["SicariusSicariiStuff/UBW_Tapestries"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/SicariusSicariiStuff/Assistant_Pepe_8B","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","datasets","language","license","widget"],"semanticText":"unknown llm model en sicariussicariistuff/ubw_tapestries safetensors base_model:sicariussicariistuff/llama-3.1-nemotron-8b-ultralong-1m-instruct_abliterated base_model:finetune:sicariussicariistuff/llama-3.1-nemotron-8b-ultralong-1m-instruct_abliterated","semanticTerms":["unknown","llm","model","en","sicariussicariistuff/ubw_tapestries","safetensors","base_model:sicariussicariistuff/llama-3.1-nemotron-8b-ultralong-1m-instruct_abliterated","base_model:finetune:sicariussicariistuff/llama-3.1-nemotron-8b-ultralong-1m-instruct_abliterated"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2052},{"lfs":false,"path":"Example_Code/snake.py","sizeBytes":6312},{"lfs":true,"path":"Images/Assistant_Pepe_8B.png","sizeBytes":3643661},{"lfs":true,"path":"Images/Examples/code.png","sizeBytes":5466415},{"lfs":true,"path":"Images/Examples/log0.png","sizeBytes":1038778},{"lfs":true,"path":"Images/Examples/log1.png","sizeBytes":931184},{"lfs":true,"path":"Images/Examples/log2.png","sizeBytes":2392667},{"lfs":true,"path":"Images/Examples/log3.png","sizeBytes":1662684},{"lfs":true,"path":"Images/Examples/log4.png","sizeBytes":1035088},{"lfs":true,"path":"Images/UGI.png","sizeBytes":297264},{"lfs":false,"path":"README.md","sizeBytes":14875},{"lfs":false,"path":"chat_template.jinja","sizeBytes":485},{"lfs":false,"path":"config.json","sizeBytes":926},{"lfs":false,"path":"generation_config.json","sizeBytes":142},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4982990096},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4999802688},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4915916152},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1174430232},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":23981},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":444},{"lfs":true,"path":"tokenizer.json","sizeBytes":17209920},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":50664}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":16106916710,"sizeKnown":true,"sizeLabel":"15.0 GB","sizeReason":"","declaredSizeBytes":16106916710,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":705535,"stars":84,"citations":0,"updatedAt":"2026-09-18T05:40:50.004Z","createdAt":"2026-09-18T05:23:40.304Z","version":"hf-main","upstream":{"gated":false,"repoId":"SicariusSicariiStuff/Assistant_Pepe_8B","private":false,"repoUrl":"https://huggingface.co/SicariusSicariiStuff/Assistant_Pepe_8B","disabled":false,"provider":"huggingface","repoType":"model","revision":"ff7aa0bc217771cb51ec0701ba80d735ff946e24","fetchedAt":"2026-09-18T05:23:40.301Z","importMode":"external-catalog","licenseRaw":"llama3.1","licenseDeclared":"llama3.1","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T05:40:50.004Z","mirroredBy":"mirror-batch-worker","totalFiles":22,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":21,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":21,"publicDownloadableFileCount":null,"externalFileCount":21,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16106916710,"label":"15.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":705535,"upstreamStars":84,"label":"706K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"llama3.1"},{"id":"provenance","label":"Provenance","status":"pass","detail":"SicariusSicariiStuff/Assistant_Pepe_8B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: SicariusSicariiStuff/Assistant_Pepe_8B","Scan: passed"],"gaps":["License: llama3.1","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":21},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/SicariusSicariiStuff/Assistant_Pepe_8B"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2052,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Example_Code/snake.py","sizeBytes":6312,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Images/Assistant_Pepe_8B.png","sizeBytes":3643661,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Images/Examples/code.png","sizeBytes":5466415,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Images/Examples/log0.png","sizeBytes":1038778,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"SicariusSicariiStuff/Assistant_Pepe_8B"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-sicariussicariistuff-assistant-pepe-8b","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sicariussicariistuff-assistant-pepe-8b/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-prism-ml-ternary-bonsai-27b-gguf","owner":"prism-ml","name":"Ternary-Bonsai-27B-gguf","repo":"prism-ml/Ternary-Bonsai-27B-gguf","type":"llm","summary":"Model from Hugging Face for text generation: prism-ml/Ternary-Bonsai-27B-gguf · llama.cpp","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":86522563077,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"prism-ml","sourceUrl":"https://huggingface.co/prism-ml/Ternary-Bonsai-27B-gguf","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","llama.cpp","gguf","conversational","ternary","2-bit","llama-cpp","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","base_model:qwen/qwen3.6-27b","base_model:quantized:qwen/qwen3.6-27b","license:apache-2.0","eval-results","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"llama.cpp","formats":["yaml","gitattributes","txt","md","gguf","svg"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/prism-ml/Ternary-Bonsai-27B-gguf","evalResults":[],"libraryName":"llama.cpp","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation llama.cpp llm model gguf","semanticTerms":["text-generation","llama.cpp","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".eval_results/aime_2026.yaml","sizeBytes":182},{"lfs":false,"path":".eval_results/gsm8k.yaml","sizeBytes":162},{"lfs":false,"path":".eval_results/mmmu_pro.yaml","sizeBytes":173},{"lfs":false,"path":".gitattributes","sizeBytes":2141},{"lfs":false,"path":"LICENSE.txt","sizeBytes":10174},{"lfs":false,"path":"NOTICE.txt","sizeBytes":411},{"lfs":false,"path":"README.md","sizeBytes":23239},{"lfs":true,"path":"Ternary-Bonsai-27B-F16.gguf","sizeBytes":53808280640},{"lfs":true,"path":"Ternary-Bonsai-27B-PQ2_0.gguf","sizeBytes":7165121600},{"lfs":true,"path":"Ternary-Bonsai-27B-Q2_0.gguf","sizeBytes":7165121600},{"lfs":true,"path":"Ternary-Bonsai-27B-Q2_g64.gguf","sizeBytes":7585330240},{"lfs":true,"path":"Ternary-Bonsai-27B-dspark-Q4_1.gguf","sizeBytes":1946393568},{"lfs":true,"path":"Ternary-Bonsai-27B-dspark-bf16.gguf","sizeBytes":7291885792},{"lfs":true,"path":"Ternary-Bonsai-27B-mmproj-BF16.gguf","sizeBytes":931145760},{"lfs":true,"path":"Ternary-Bonsai-27B-mmproj-Q8_0.gguf","sizeBytes":629246880},{"lfs":false,"path":"assets/bonsai-logo.svg","sizeBytes":515}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":86522563077,"sizeKnown":true,"sizeLabel":"80.6 GB","sizeReason":"","declaredSizeBytes":86522563077,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":697666,"stars":1403,"citations":0,"updatedAt":"2026-08-31T22:04:46.000Z","createdAt":"2026-07-31T04:15:01.512Z","version":"hf-main","upstream":{"gated":false,"repoId":"prism-ml/Ternary-Bonsai-27B-gguf","private":false,"repoUrl":"https://huggingface.co/prism-ml/Ternary-Bonsai-27B-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"86e89f34c93201c3dfd5e5880fedb0022fc7e34d","fetchedAt":"2026-09-30T02:18:54.424Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","totalFiles":16,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":16,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":16,"publicDownloadableFileCount":null,"externalFileCount":16,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":86522563077,"label":"80.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":697666,"upstreamStars":1403,"label":"698K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"prism-ml/Ternary-Bonsai-27B-gguf"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: prism-ml/Ternary-Bonsai-27B-gguf"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":16},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-prism-ml-ternary-bonsai-27b-gguf/mirrors"}},"sampleFiles":[{"path":".eval_results/aime_2026.yaml","sizeBytes":182,"format":"yaml","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":".eval_results/gsm8k.yaml","sizeBytes":162,"format":"yaml","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":".eval_results/mmmu_pro.yaml","sizeBytes":173,"format":"yaml","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":".gitattributes","sizeBytes":2141,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"LICENSE.txt","sizeBytes":10174,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"prism-ml/Ternary-Bonsai-27B-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-prism-ml-ternary-bonsai-27b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-prism-ml-ternary-bonsai-27b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-mistralai-mistral-small-3-2-24b-instruct-2506","owner":"mistralai","name":"Mistral-Small-3.2-24B-Instruct-2506","repo":"mistralai/Mistral-Small-3.2-24B-Instruct-2506","type":"llm","summary":"Model from Hugging Face for llm: mistralai/Mistral-Small-3.2-24B-Instruct-2506 · vllm","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Not enough information to say what this model is for or who should use it.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":96065082042,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mistralai","sourceUrl":"https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":87,"tags":["huggingface-import","external-catalog","model","apache-2.0","vllm","safetensors","mistral3","mistral-common","en","fr","de","es","pt","it","ja","ko","ru","zh","ar","fa","id","ms","ne","pl"],"task":"general","modality":"text","framework":"vllm","formats":["gitattributes","md","txt","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","fr","de","es","pt","it","ja","ko","ru","zh","ar","fa"],"sourceUrl":"https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506","evalResults":[],"libraryName":"vllm","pipelineTag":"","cardDataKeys":["base_model","extra_gated_description","inference","language","library_name","license","tags"],"semanticText":"vllm llm model en fr de es pt it ja ko ru zh ar fa safetensors","semanticTerms":["vllm","llm","model","en","fr","de","es","pt","it","ja","ko","ru","zh","ar","fa","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1567},{"lfs":false,"path":"README.md","sizeBytes":25365},{"lfs":false,"path":"SYSTEM_PROMPT.txt","sizeBytes":2334},{"lfs":false,"path":"config.json","sizeBytes":1172},{"lfs":true,"path":"consolidated.safetensors","sizeBytes":48022792280},{"lfs":false,"path":"generation_config.json","sizeBytes":155},{"lfs":true,"path":"model-00001-of-00010.safetensors","sizeBytes":4883550696},{"lfs":true,"path":"model-00002-of-00010.safetensors","sizeBytes":4781593336},{"lfs":true,"path":"model-00003-of-00010.safetensors","sizeBytes":4886472224},{"lfs":true,"path":"model-00004-of-00010.safetensors","sizeBytes":4781593376},{"lfs":true,"path":"model-00005-of-00010.safetensors","sizeBytes":4781593368},{"lfs":true,"path":"model-00006-of-00010.safetensors","sizeBytes":4886472248},{"lfs":true,"path":"model-00007-of-00010.safetensors","sizeBytes":4781593376},{"lfs":true,"path":"model-00008-of-00010.safetensors","sizeBytes":4781593368},{"lfs":true,"path":"model-00009-of-00010.safetensors","sizeBytes":4886472248},{"lfs":true,"path":"model-00010-of-00010.safetensors","sizeBytes":4571866320},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":57907},{"lfs":false,"path":"params.json","sizeBytes":807},{"lfs":true,"path":"tekken.json","sizeBytes":19399895}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":96065082042,"sizeKnown":true,"sizeLabel":"89.5 GB","sizeReason":"","declaredSizeBytes":96065082042,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":683208,"stars":621,"citations":0,"updatedAt":"2025-12-22T10:16:55.000Z","createdAt":"2026-06-29T22:20:37.520Z","version":"hf-main","upstream":{"gated":false,"repoId":"mistralai/Mistral-Small-3.2-24B-Instruct-2506","private":false,"repoUrl":"https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506","disabled":false,"provider":"huggingface","repoType":"model","revision":"95a6d26c4bfb886c58daf9d3f7332c857cb27b43","fetchedAt":"2026-09-30T03:54:48.179Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","totalFiles":19,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":19,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":19,"publicDownloadableFileCount":null,"externalFileCount":19,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":96065082042,"label":"89.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":683208,"upstreamStars":621,"label":"683K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mistralai/Mistral-Small-3.2-24B-Instruct-2506"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: mistralai/Mistral-Small-3.2-24B-Instruct-2506"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":19},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-mistralai-mistral-small-3-2-24b-instruct-2506/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1567,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":25365,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"SYSTEM_PROMPT.txt","sizeBytes":2334,"format":"txt","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":1172,"format":"json","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"consolidated.safetensors","sizeBytes":48022792280,"format":"safetensors","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mistralai/Mistral-Small-3.2-24B-Instruct-2506"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mistralai-mistral-small-3-2-24b-instruct-2506","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mistralai-mistral-small-3-2-24b-instruct-2506/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-babelscape-wikineural-multilingual-ner","owner":"Babelscape","name":"wikineural-multilingual-ner","repo":"Babelscape/wikineural-multilingual-ner","type":"llm","summary":"Model from Hugging Face for token classification: Babelscape/wikineural-multilingual-ner · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for labeling parts of text; for developers building token classifiers.","confidence":"medium","task":"token-classification","audience":"developers building token classifiers","basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"cc-by-nc-sa-4.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-nc-sa-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1421270129,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Babelscape","sourceUrl":"https://huggingface.co/Babelscape/wikineural-multilingual-ner","license":"cc-by-nc-sa-4.0","licenseState":"known","licenseLabel":"cc-by-nc-sa-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-nc-sa-4.0","transformers","pytorch","tensorboard","safetensors","bert","token-classification","named-entity-recognition","sequence-tagger-model","de","en","es","fr","it","nl","pl","pt","ru","multilingual","dataset:babelscape/wikineural","license:cc-by-nc-sa-4.0"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","gitignore","md","json","safetensors","bin","1","0"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"","metrics":[],"datasets":["Babelscape/wikineural"],"paperIds":[],"repoType":"model","baseModel":"","languages":["de","en","es","fr","it","nl","pl","pt","ru","multilingual"],"sourceUrl":"https://huggingface.co/Babelscape/wikineural-multilingual-ner","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["annotations_creators","datasets","language","language_creators","license","pretty_name","source_datasets","tags","task_categories","task_ids","widget"],"semanticText":"token-classification transformers llm model de en es fr it nl pl pt ru multilingual babelscape/wikineural safetensors","semanticTerms":["token-classification","transformers","llm","model","de","en","es","fr","it","nl","pl","pt","ru","multilingual","babelscape/wikineural","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":".gitignore","sizeBytes":13},{"lfs":false,"path":"README.md","sizeBytes":4391},{"lfs":false,"path":"config.json","sizeBytes":1185},{"lfs":true,"path":"model.safetensors","sizeBytes":709106622},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":709167607},{"lfs":true,"path":"runs/Jan31_12-50-32_1d34b266184b/1643633475.0376945/events.out.tfevents.1643633475.1d34b266184b.643930.1","sizeBytes":4805},{"lfs":true,"path":"runs/Jan31_12-50-32_1d34b266184b/events.out.tfevents.1643633473.1d34b266184b.643930.0","sizeBytes":22832},{"lfs":true,"path":"runs/Jan31_12-50-32_1d34b266184b/events.out.tfevents.1643637756.1d34b266184b.643930.2","sizeBytes":521},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":false,"path":"tokenizer.json","sizeBytes":1961898},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":333},{"lfs":true,"path":"training_args.bin","sizeBytes":3055},{"lfs":false,"path":"vocab.txt","sizeBytes":995526}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":1421270129,"sizeKnown":true,"sizeLabel":"1.3 GB","sizeReason":"","declaredSizeBytes":1421270129,"defaultDownloadBytes":1418277284,"mirrorCount":1,"downloadCount":674857,"stars":168,"citations":0,"updatedAt":"2026-09-21T00:36:49.689Z","createdAt":"2026-09-21T00:35:51.292Z","version":"hf-main","upstream":{"gated":false,"repoId":"Babelscape/wikineural-multilingual-ner","private":false,"repoUrl":"https://huggingface.co/Babelscape/wikineural-multilingual-ner","disabled":false,"provider":"huggingface","repoType":"model","revision":"bed6ee7a45d2827b6c90a4fd7983f0241ae0a5c1","fetchedAt":"2026-09-21T00:35:51.289Z","importMode":"external-catalog","licenseRaw":["cc-by-nc-sa-4.0"],"licenseDeclared":["cc-by-nc-sa-4.0"],"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T00:36:49.689Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":13,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":null,"externalFileCount":13,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1421270129,"label":"1.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":674857,"upstreamStars":168,"label":"675K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-sa-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Babelscape/wikineural-multilingual-ner"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: Babelscape/wikineural-multilingual-ner","Scan: passed"],"gaps":["License: cc-by-nc-sa-4.0","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":13},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/Babelscape/wikineural-multilingual-ner"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1229,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".gitignore","sizeBytes":13,"format":"gitignore","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":4391,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Babelscape/wikineural-multilingual-ner"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-babelscape-wikineural-multilingual-ner","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-babelscape-wikineural-multilingual-ner/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-qwen-qwen1-5-moe-a2-7b","owner":"Qwen","name":"Qwen1.5-MoE-A2.7B","repo":"Qwen/Qwen1.5-MoE-A2.7B","type":"llm","summary":"Model from Hugging Face for text generation: Qwen/Qwen1.5-MoE-A2.7B · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":28644050350,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Qwen","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","other","transformers","safetensors","qwen2_moe","text-generation","pretrained","moe","conversational","en","license:other","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"evalResults":[],"libraryName":"transformers","licenseName":"tongyi-qianwen","pipelineTag":"text-generation","cardDataKeys":["language","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en safetensors","semanticTerms":["text-generation","transformers","llm","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":6897},{"lfs":false,"path":"README.md","sizeBytes":1417},{"lfs":false,"path":"config.json","sizeBytes":919},{"lfs":false,"path":"configuration.json","sizeBytes":81},{"lfs":false,"path":"generation_config.json","sizeBytes":144},{"lfs":false,"path":"merges.txt","sizeBytes":1671839},{"lfs":true,"path":"model-00001-of-00008.safetensors","sizeBytes":3999614664},{"lfs":true,"path":"model-00002-of-00008.safetensors","sizeBytes":3999385424},{"lfs":true,"path":"model-00003-of-00008.safetensors","sizeBytes":3988628968},{"lfs":true,"path":"model-00004-of-00008.safetensors","sizeBytes":3999386088},{"lfs":true,"path":"model-00005-of-00008.safetensors","sizeBytes":3988629648},{"lfs":true,"path":"model-00006-of-00008.safetensors","sizeBytes":3999386104},{"lfs":true,"path":"model-00007-of-00008.safetensors","sizeBytes":3988629648},{"lfs":true,"path":"model-00008-of-00008.safetensors","sizeBytes":668484400},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":416452},{"lfs":false,"path":"tokenizer.json","sizeBytes":7028015},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1290},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":28644050350,"sizeKnown":true,"sizeLabel":"26.7 GB","sizeReason":"","declaredSizeBytes":28644050350,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":672842,"stars":229,"citations":0,"updatedAt":"2026-09-20T19:10:17.585Z","createdAt":"2026-09-20T18:00:28.433Z","version":"hf-main","upstream":{"gated":false,"repoId":"Qwen/Qwen1.5-MoE-A2.7B","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"1a758c50ecb6350748b9ce0a99d2352fd9fc11c9","fetchedAt":"2026-09-20T18:00:28.430Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T19:10:17.585Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":19,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":19,"publicDownloadableFileCount":null,"externalFileCount":19,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":28644050350,"label":"26.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":672842,"upstreamStars":229,"label":"673K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"Qwen/Qwen1.5-MoE-A2.7B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: Tongyi Qianwen (custom terms)","Provenance: Qwen/Qwen1.5-MoE-A2.7B","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":19},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-qwen-qwen1-5-moe-a2-7b/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":1417,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"configuration.json","sizeBytes":81,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Qwen/Qwen1.5-MoE-A2.7B"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen1-5-moe-a2-7b","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen1-5-moe-a2-7b/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-zeroentropy-zerank-2-reranker","owner":"zeroentropy","name":"zerank-2-reranker","repo":"zeroentropy/zerank-2-reranker","type":"llm","summary":"Model from Hugging Face for text ranking: zeroentropy/zerank-2-reranker · sentence transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for ranking text against a query; for developers building search tools.","confidence":"medium","task":"text-ranking","audience":"developers building search tools","basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"text-ranking"},{"field":"task","value":"text-ranking"},{"field":"cardMetadata.pipelineTag","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":8060917810,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"zeroentropy","sourceUrl":"https://huggingface.co/zeroentropy/zerank-2-reranker","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","qwen3","finance","legal","code","stem","medical","text-ranking","en","arxiv:2509.12541","base_model:qwen/qwen3-4b","base_model:finetune:qwen/qwen3-4b","license:apache-2.0","region:us","llm"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","jinja","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2509.12541"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/zeroentropy/zerank-2-reranker","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-ranking","cardDataKeys":["base_model","language","library_name","license","model_max_length","pipeline_tag","tags"],"semanticText":"text-ranking sentence-transformers llm model en safetensors","semanticTerms":["text-ranking","sentence-transformers","llm","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_LogitScore/config.json","sizeBytes":58},{"lfs":false,"path":"LICENSE","sizeBytes":11358},{"lfs":false,"path":"README.md","sizeBytes":4495},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4686},{"lfs":false,"path":"config.json","sizeBytes":1536},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":199},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4967215360},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":3077766632},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32855},{"lfs":false,"path":"modules.json","sizeBytes":281},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":475},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5431},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":8060917810,"sizeKnown":true,"sizeLabel":"7.5 GB","sizeReason":"","declaredSizeBytes":8060917810,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":649962,"stars":120,"citations":0,"updatedAt":"2026-09-21T00:47:30.268Z","createdAt":"2026-09-21T00:36:30.343Z","version":"hf-main","upstream":{"gated":false,"repoId":"zeroentropy/zerank-2-reranker","private":false,"repoUrl":"https://huggingface.co/zeroentropy/zerank-2-reranker","disabled":false,"provider":"huggingface","repoType":"model","revision":"5eae30d5ee3c6b2df2ef6d723bde45172d761c4c","fetchedAt":"2026-09-21T00:36:30.340Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T00:47:30.268Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":16,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":16,"publicDownloadableFileCount":null,"externalFileCount":16,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8060917810,"label":"7.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":649962,"upstreamStars":120,"label":"650K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"zeroentropy/zerank-2-reranker"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: zeroentropy/zerank-2-reranker","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":16},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-zeroentropy-zerank-2-reranker/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_LogitScore/config.json","sizeBytes":58,"format":"json","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":4495,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"zeroentropy/zerank-2-reranker"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-zeroentropy-zerank-2-reranker","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/metadata.json"},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":11,"mirroredBytes":5705398555,"readinessCheckedAt":"2026-10-20T18:22:27.916Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":11,"mirroredBytes":5705398555,"readinessCheckedAt":"2026-10-20T18:22:27.916Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","owner":"Orion-zhen","name":"Qwen2.5-Coder-7B-Instruct-AWQ","repo":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","type":"llm","summary":"Model from Hugging Face for text generation: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for working with code; for developers building coding tools.","confidence":"medium","task":"coding","audience":"developers building coding tools","basis":"recorded-metadata","rules":["task:coding","tag:coding"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"code"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":5709848760,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Orion-zhen","sourceUrl":"https://huggingface.co/Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","code","codeqwen","chat","qwen","qwen-coder","conversational","en","zh","dataset:alvarobartt/openhermes-preferences-coding","arxiv:2409.12186","arxiv:2309.00071","arxiv:2407.10671","base_model:qwen/qwen2.5-coder-7b-instruct","base_model:quantized:qwen/qwen2.5-coder-7b-instruct","license:apache-2.0","text-generation-inference"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["code_eval"],"datasets":["alvarobartt/openhermes-preferences-coding"],"paperIds":["2409.12186","2309.00071","2407.10671"],"repoType":"model","baseModel":"","languages":["en","zh"],"sourceUrl":"https://huggingface.co/Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","license_link","metrics","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en zh alvarobartt/openhermes-preferences-coding code_eval safetensors chat base_model:qwen/qwen2.5-coder-7b-instruct base_model:quantized:qwen/qwen2.5-coder-7b-instruct","semanticTerms":["text-generation","transformers","llm","model","en","zh","alvarobartt/openhermes-preferences-coding","code_eval","safetensors","chat","base_model:qwen/qwen2.5-coder-7b-instruct","base_model:quantized:qwen/qwen2.5-coder-7b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":6292},{"lfs":false,"path":"added_tokens.json","sizeBytes":605},{"lfs":false,"path":"config.json","sizeBytes":899},{"lfs":false,"path":"generation_config.json","sizeBytes":242},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4608282040},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1089994880},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":62662},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":false,"path":"tokenizer.json","sizeBytes":7031673},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7306},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":5709848760,"sizeKnown":true,"sizeLabel":"5.3 GB","sizeReason":"","declaredSizeBytes":5709848760,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":623133,"stars":1,"citations":0,"updatedAt":"2026-09-20T21:36:56.305Z","createdAt":"2026-09-20T21:30:43.174Z","version":"hf-main","upstream":{"gated":false,"repoId":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","private":false,"repoUrl":"https://huggingface.co/Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","disabled":false,"provider":"huggingface","repoType":"model","revision":"b3b97ef48b51c1711902bfec9f5378504e75e6ff","fetchedAt":"2026-09-20T21:30:43.171Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-20T21:36:56.305Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":11,"mirroredBytes":5705398555,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":14,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":11,"externalFileCount":14,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5709848760,"label":"5.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":623133,"upstreamStars":1,"label":"623K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":3,"totalFiles":14},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":6292,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-lgai-exaone-exaone-3-5-7-8b-instruct-awq","owner":"LGAI-EXAONE","name":"EXAONE-3.5-7.8B-Instruct-AWQ","repo":"LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ","type":"llm","summary":"Model from Hugging Face for text generation: LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":5312865895,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"LGAI-EXAONE","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","transformers","safetensors","exaone","text-generation","lg-ai","exaone-3.5","conversational","custom_code","en","ko","arxiv:2412.04862","license:other","4-bit","awq","region:us","llm","exaone-3.5-7.8b-instruct"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","json","py","txt","safetensors"],"baseModel":"EXAONE-3.5-7.8B-Instruct","derivedFrom":"EXAONE-3.5-7.8B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":["2412.04862"],"repoType":"model","baseModel":"EXAONE-3.5-7.8B-Instruct","languages":["en","ko"],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation transformers llm model en ko exaone-3.5-7.8b-instruct safetensors","semanticTerms":["text-generation","transformers","llm","model","en","ko","exaone-3.5-7.8b-instruct","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":13779},{"lfs":false,"path":"README.md","sizeBytes":5387},{"lfs":false,"path":"assets/EXAONE_Symbol+BI_3d.png","sizeBytes":249084},{"lfs":false,"path":"config.json","sizeBytes":1382},{"lfs":false,"path":"configuration_exaone.py","sizeBytes":11340},{"lfs":false,"path":"generation_config.json","sizeBytes":155},{"lfs":false,"path":"merges.txt","sizeBytes":1219196},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4465454112},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":838860928},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":61700},{"lfs":false,"path":"modeling_exaone.py","sizeBytes":24000},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":563},{"lfs":false,"path":"tokenizer.json","sizeBytes":4957806},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":70718},{"lfs":false,"path":"vocab.json","sizeBytes":1934226}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":5312865895,"sizeKnown":true,"sizeLabel":"4.9 GB","sizeReason":"","declaredSizeBytes":5312865895,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":613538,"stars":18,"citations":0,"updatedAt":"2026-09-20T21:37:37.339Z","createdAt":"2026-09-20T21:31:29.605Z","version":"hf-main","upstream":{"gated":false,"repoId":"LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"e50260813863d02f6aafb889bb2820d447704c6c","fetchedAt":"2026-09-20T21:31:29.598Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:37:37.339Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":16,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":16,"publicDownloadableFileCount":null,"externalFileCount":16,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5312865895,"label":"4.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":613538,"upstreamStars":18,"label":"614K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":16},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-lgai-exaone-exaone-3-5-7-8b-instruct-awq/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":5387,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/EXAONE_Symbol+BI_3d.png","sizeBytes":249084,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-lgai-exaone-exaone-3-5-7-8b-instruct-awq","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lgai-exaone-exaone-3-5-7-8b-instruct-awq/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-unsloth-qwen3-30b-a3b-instruct-2507-gguf","owner":"unsloth","name":"Qwen3-30B-A3B-Instruct-2507-GGUF","repo":"unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF","type":"llm","summary":"Model from Hugging Face for llm: unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"low","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":506769960029,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"unsloth","sourceUrl":"https://huggingface.co/unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","qwen","qwen3","unsloth","arxiv:2505.09388","base_model:qwen/qwen3-30b-a3b-instruct-2507","base_model:quantized:qwen/qwen3-30b-a3b-instruct-2507","license:apache-2.0","endpoints_compatible","region:us","imatrix","conversational","llm"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md","dat"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2505.09388"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","library_name","license","license_link","tags"],"semanticText":"transformers llm model gguf base_model:qwen/qwen3-30b-a3b-instruct-2507 base_model:quantized:qwen/qwen3-30b-a3b-instruct-2507","semanticTerms":["transformers","llm","model","gguf","base_model:qwen/qwen3-30b-a3b-instruct-2507","base_model:quantized:qwen/qwen3-30b-a3b-instruct-2507"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3693},{"lfs":true,"path":"BF16/Qwen3-30B-A3B-Instruct-2507-BF16-00001-of-00002.gguf","sizeBytes":49655151200},{"lfs":true,"path":"BF16/Qwen3-30B-A3B-Instruct-2507-BF16-00002-of-00002.gguf","sizeBytes":11440652032},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-IQ4_NL.gguf","sizeBytes":17310781856},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-IQ4_XS.gguf","sizeBytes":16378073504},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q2_K.gguf","sizeBytes":11258610080},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q2_K_L.gguf","sizeBytes":11331539360},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q3_K_M.gguf","sizeBytes":14711847328},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q3_K_S.gguf","sizeBytes":13292468640},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q4_0.gguf","sizeBytes":17379987872},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q4_1.gguf","sizeBytes":19192500640},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q4_K_M.gguf","sizeBytes":18556686752},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q4_K_S.gguf","sizeBytes":17456009632},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q5_K_M.gguf","sizeBytes":21725581728},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q5_K_S.gguf","sizeBytes":21080510880},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q6_K.gguf","sizeBytes":25092532640},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-Q8_0.gguf","sizeBytes":32483932576},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-IQ1_M.gguf","sizeBytes":9685733792},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-IQ1_S.gguf","sizeBytes":9045725600},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-IQ2_M.gguf","sizeBytes":10845131168},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-IQ2_XXS.gguf","sizeBytes":10341814688},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-IQ3_XXS.gguf","sizeBytes":12906959264},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-Q2_K_XL.gguf","sizeBytes":11787538848},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-UD-Q3_K_XL.gguf","sizeBytes":13833048480}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":506769960029,"sizeKnown":true,"sizeLabel":"472.0 GB","sizeReason":"","declaredSizeBytes":506769960029,"defaultDownloadBytes":18556686752,"mirrorCount":1,"downloadCount":609270,"stars":318,"citations":0,"updatedAt":"2026-09-18T05:47:07.794Z","createdAt":"2026-06-29T19:36:05.915Z","version":"hf-main","upstream":{"gated":false,"repoId":"unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF","private":false,"repoUrl":"https://huggingface.co/unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"eea7b2be5805a5f151f8847ede8e5f9a9284bf77","fetchedAt":"2026-09-17T06:13:39.648Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T05:47:07.794Z","mirroredBy":"mirror-batch-worker","totalFiles":33,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":33,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":33,"publicDownloadableFileCount":null,"externalFileCount":33,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":506769960029,"label":"472.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":609270,"upstreamStars":318,"label":"609K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":33},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-unsloth-qwen3-30b-a3b-instruct-2507-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":3693,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"BF16/Qwen3-30B-A3B-Instruct-2507-BF16-00001-of-00002.gguf","sizeBytes":49655151200,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"BF16/Qwen3-30B-A3B-Instruct-2507-BF16-00002-of-00002.gguf","sizeBytes":11440652032,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"Qwen3-30B-A3B-Instruct-2507-IQ4_NL.gguf","sizeBytes":17310781856,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"Qwen3-30B-A3B-Instruct-2507-IQ4_XS.gguf","sizeBytes":16378073504,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-unsloth-qwen3-30b-a3b-instruct-2507-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-qwen3-30b-a3b-instruct-2507-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-qwen-qwen2-5-coder-3b-instruct","owner":"Qwen","name":"Qwen2.5-Coder-3B-Instruct","repo":"Qwen/Qwen2.5-Coder-3B-Instruct","type":"llm","summary":"Model from Hugging Face for text generation: Qwen/Qwen2.5-Coder-3B-Instruct · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for working with code; for developers building coding tools.","confidence":"medium","task":"coding","audience":"developers building coding tools","basis":"recorded-metadata","rules":["task:coding","tag:coding"],"evidence":[{"field":"license","value":"qwen-research-non-commercial"},{"field":"tags","value":"code"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"qwen-research-non-commercial","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":6183465285,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Qwen","sourceUrl":"https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct","license":"qwen-research-non-commercial","licenseState":"known","licenseLabel":"qwen-research-non-commercial","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","other","transformers","safetensors","qwen2","text-generation","code","codeqwen","chat","qwen","qwen-coder","conversational","en","arxiv:2409.12186","arxiv:2407.10671","base_model:qwen/qwen2.5-coder-3b","base_model:finetune:qwen/qwen2.5-coder-3b","license:other","text-generation-inference","endpoints_compatible","deploy:azure","region:us"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":["2409.12186","2407.10671"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct","evalResults":[],"libraryName":"transformers","licenseLink":"https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct/blob/main/LICENSE","licenseName":"qwen-research","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en safetensors chat","semanticTerms":["text-generation","transformers","llm","model","en","safetensors","chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":7388},{"lfs":false,"path":"README.md","sizeBytes":5271},{"lfs":false,"path":"config.json","sizeBytes":661},{"lfs":false,"path":"generation_config.json","sizeBytes":243},{"lfs":false,"path":"merges.txt","sizeBytes":1671839},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4957560304},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1214366696},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":35581},{"lfs":false,"path":"tokenizer.json","sizeBytes":7031645},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7305},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6183465285,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6183465285,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":603615,"stars":127,"citations":0,"updatedAt":"2026-09-20T18:18:39.578Z","createdAt":"2026-09-20T17:55:44.953Z","version":"hf-main","upstream":{"gated":false,"repoId":"Qwen/Qwen2.5-Coder-3B-Instruct","private":false,"repoUrl":"https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"488639f1ff808d1d3d0ba301aef8c11461451ec5","fetchedAt":"2026-09-20T17:55:44.946Z","importMode":"external-catalog","licenseRaw":"other","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T18:18:39.578Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":12,"publicDownloadableFileCount":null,"externalFileCount":12,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6183465285,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":603615,"upstreamStars":127,"label":"604K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"qwen-research-non-commercial"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Qwen/Qwen2.5-Coder-3B-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: Qwen/Qwen2.5-Coder-3B-Instruct","Scan: passed"],"gaps":["License: qwen-research-non-commercial","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":12},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":5271,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Qwen/Qwen2.5-Coder-3B-Instruct"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-coder-3b-instruct","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-coder-3b-instruct/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-ankitai-parable-qwen3-8b-claude-fable-5-gguf","owner":"AnkitAI","name":"Parable-Qwen3-8B-Claude-Fable-5-GGUF","repo":"AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF · gguf","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for generating text; for developers building text generation tools.","confidence":"medium","task":"text-generation","audience":"developers building text generation tools","basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3-8B"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","adapter-tags-do-not-prove-artifact-form"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3-8B","field":"baseModel"}],"parameters":null,"size":{"bytes":42702368218,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AnkitAI","sourceUrl":"https://huggingface.co/AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","qlora","agentic","agent","coding","tool-use","terminal","reasoning","thinking","claude","claude-fable-5","distillation","trace-training","llama.cpp","ollama","lm-studio","qwen3","text-generation","en","dataset:glint-research/fable-5-traces"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md"],"baseModel":"Qwen/Qwen3-8B","derivedFrom":"Qwen/Qwen3-8B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Glint-Research/Fable-5-traces","Roman1111111/gpt5.5-terminal"],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3-8B","languages":["en"],"sourceUrl":"https://huggingface.co/AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF","evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation gguf llm model en glint-research/fable-5-traces roman1111111/gpt5.5-terminal qwen/qwen3-8b agentic agent","semanticTerms":["text-generation","gguf","llm","model","en","glint-research/fable-5-traces","roman1111111/gpt5.5-terminal","qwen/qwen3-8b","agentic","agent"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2006},{"lfs":true,"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-F16.gguf","sizeBytes":16388043744},{"lfs":true,"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-Q4_K_M.gguf","sizeBytes":5027783648},{"lfs":true,"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-Q5_K_M.gguf","sizeBytes":5851112416},{"lfs":true,"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-Q6_K.gguf","sizeBytes":6725899232},{"lfs":true,"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-Q8_0.gguf","sizeBytes":8709518304},{"lfs":false,"path":"README.md","sizeBytes":8868}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":42702368218,"sizeKnown":true,"sizeLabel":"39.8 GB","sizeReason":"","declaredSizeBytes":42702368218,"defaultDownloadBytes":5027783648,"mirrorCount":1,"downloadCount":595751,"stars":4,"citations":0,"updatedAt":"2026-09-16T00:27:29.728Z","createdAt":"2026-09-16T00:22:10.083Z","version":"hf-main","upstream":{"gated":false,"repoId":"AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF","private":false,"repoUrl":"https://huggingface.co/AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"0e4e1fb83e73a7bb0c1ad6f6e689320a04f0bcba","fetchedAt":"2026-09-16T00:22:09.968Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-16T00:27:29.728Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":7,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":7,"publicDownloadableFileCount":null,"externalFileCount":7,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":42702368218,"label":"39.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":595751,"upstreamStars":4,"label":"596K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":7},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ankitai-parable-qwen3-8b-claude-fable-5-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2006,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-F16.gguf","sizeBytes":16388043744,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-Q5_K_M.gguf","sizeBytes":5851112416,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Parable-Qwen3-8B-Claude-Fable-5-GGUF-Q6_K.gguf","sizeBytes":6725899232,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-ankitai-parable-qwen3-8b-claude-fable-5-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ankitai-parable-qwen3-8b-claude-fable-5-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-liquidai-lfm2-5-230m-gguf","owner":"LiquidAI","name":"LFM2.5-230M-GGUF","repo":"LiquidAI/LFM2.5-230M-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: LiquidAI/LFM2.5-230M-GGUF · gguf","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for generating text; for developers building text generation tools.","confidence":"medium","task":"text-generation","audience":"developers building text generation tools","basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"baseModel","value":"LiquidAI/LFM2.5-230M"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"LiquidAI/LFM2.5-230M","field":"baseModel"}],"parameters":null,"size":{"bytes":1984559419,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"LiquidAI","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","gguf","liquid","lfm2.5","llama.cpp","text-generation","en","ar","zh","fr","de","ja","ko","es","pt","it","base_model:liquidai/lfm2.5-230m","base_model:quantized:liquidai/lfm2.5-230m","license:other","endpoints_compatible","region:us"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md","json"],"baseModel":"LiquidAI/LFM2.5-230M","derivedFrom":"LiquidAI/LFM2.5-230M","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"LiquidAI/LFM2.5-230M","languages":["en","ar","zh","fr","de","ja","ko","es","pt","it"],"evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation gguf llm model en ar zh fr de ja ko es pt it liquidai/lfm2.5-230m","semanticTerms":["text-generation","gguf","llm","model","en","ar","zh","fr","de","ja","ko","es","pt","it","liquidai/lfm2.5-230m"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1990},{"lfs":true,"path":"LFM2.5-230M-BF16.gguf","sizeBytes":461884256},{"lfs":true,"path":"LFM2.5-230M-F16.gguf","sizeBytes":461884256},{"lfs":true,"path":"LFM2.5-230M-Q4_0.gguf","sizeBytes":149080928},{"lfs":true,"path":"LFM2.5-230M-Q4_K_M.gguf","sizeBytes":153406304},{"lfs":true,"path":"LFM2.5-230M-Q5_K_M.gguf","sizeBytes":171625312},{"lfs":true,"path":"LFM2.5-230M-Q6_K.gguf","sizeBytes":190983008},{"lfs":true,"path":"LFM2.5-230M-Q8_0.gguf","sizeBytes":246598496},{"lfs":true,"path":"LFM2.5-230M-QAD-Q4_0.gguf","sizeBytes":149081056},{"lfs":false,"path":"LICENSE","sizeBytes":10574},{"lfs":false,"path":"README.md","sizeBytes":2027},{"lfs":false,"path":"leap/Q4_0.json","sizeBytes":302},{"lfs":false,"path":"leap/Q4_K_M.json","sizeBytes":304},{"lfs":false,"path":"leap/Q5_K_M.json","sizeBytes":304},{"lfs":false,"path":"leap/Q8_0.json","sizeBytes":302}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":1984559419,"sizeKnown":true,"sizeLabel":"1.8 GB","sizeReason":"","declaredSizeBytes":1984559419,"defaultDownloadBytes":153406304,"mirrorCount":1,"downloadCount":595066,"stars":101,"citations":0,"updatedAt":"2026-09-18T05:29:43.145Z","createdAt":"2026-09-18T05:28:53.920Z","version":"hf-main","upstream":{"gated":false,"repoId":"LiquidAI/LFM2.5-230M-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"cdf97bd8205908758f44aec508d68ac1aef98f5c","fetchedAt":"2026-09-18T05:28:53.912Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T05:29:43.145Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":15,"publicDownloadableFileCount":null,"externalFileCount":15,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1984559419,"label":"1.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":595066,"upstreamStars":101,"label":"595K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"LiquidAI/LFM2.5-230M-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: LiquidAI/LFM2.5-230M-GGUF","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":15},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-liquidai-lfm2-5-230m-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1990,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-230M-BF16.gguf","sizeBytes":461884256,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-230M-F16.gguf","sizeBytes":461884256,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-230M-Q4_0.gguf","sizeBytes":149080928,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"LiquidAI/LFM2.5-230M-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-liquidai-lfm2-5-230m-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-230m-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16","owner":"nvidia","name":"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16","repo":"nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16","type":"llm","summary":"Model from Hugging Face for text generation: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":65845713051,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nvidia","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","transformers","safetensors","nemotron_h","text-generation","nvidia","pytorch","nemotron-3.5","conversational","en","es","fr","de","it","ja","dataset:nvidia/nemotron-post-training-v3","dataset:nvidia/nemotron-pre-training-datasets","license:other","eval-results","endpoints_compatible","deploy:azure"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","jinja","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":["nvidia/nemotron-post-training-v3","nvidia/nemotron-pre-training-datasets"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","es","fr","de","it","ja"],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["datasets","language","library_name","license","license_link","license_name","pipeline_tag","tags","track_downloads"],"semanticText":"text-generation transformers llm model en es fr de it ja nvidia/nemotron-post-training-v3 nvidia/nemotron-pre-training-datasets safetensors","semanticTerms":["text-generation","transformers","llm","model","en","es","fr","de","it","ja","nvidia/nemotron-post-training-v3","nvidia/nemotron-pre-training-datasets","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1690},{"lfs":false,"path":"LICENSE","sizeBytes":2693},{"lfs":false,"path":"README.md","sizeBytes":85345},{"lfs":true,"path":"accuracy_plot.png","sizeBytes":140266},{"lfs":true,"path":"agentic_coding_benchmarks.png","sizeBytes":219966},{"lfs":false,"path":"bias.md","sizeBytes":3263},{"lfs":false,"path":"chat_template.jinja","sizeBytes":9867},{"lfs":false,"path":"config.json","sizeBytes":2352},{"lfs":false,"path":"explainability.md","sizeBytes":2699},{"lfs":false,"path":"generation_config.json","sizeBytes":210},{"lfs":true,"path":"model-00001-of-00014.safetensors","sizeBytes":4991210024},{"lfs":true,"path":"model-00002-of-00014.safetensors","sizeBytes":4992601016},{"lfs":true,"path":"model-00003-of-00014.safetensors","sizeBytes":4992601368},{"lfs":true,"path":"model-00004-of-00014.safetensors","sizeBytes":4995692800},{"lfs":true,"path":"model-00005-of-00014.safetensors","sizeBytes":4980553832},{"lfs":true,"path":"model-00006-of-00014.safetensors","sizeBytes":4989423536},{"lfs":true,"path":"model-00007-of-00014.safetensors","sizeBytes":4992601488},{"lfs":true,"path":"model-00008-of-00014.safetensors","sizeBytes":4992601520},{"lfs":true,"path":"model-00009-of-00014.safetensors","sizeBytes":4995692800},{"lfs":true,"path":"model-00010-of-00014.safetensors","sizeBytes":4992601520},{"lfs":true,"path":"model-00011-of-00014.safetensors","sizeBytes":4995692800},{"lfs":true,"path":"model-00012-of-00014.safetensors","sizeBytes":4995692816},{"lfs":true,"path":"model-00013-of-00014.safetensors","sizeBytes":3249723504},{"lfs":true,"path":"model-00014-of-00014.safetensors","sizeBytes":2670685240}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":65845713051,"sizeKnown":true,"sizeLabel":"61.3 GB","sizeReason":"","declaredSizeBytes":65845713051,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":576211,"stars":214,"citations":0,"updatedAt":"2026-09-18T06:41:23.342Z","createdAt":"2026-09-18T05:29:21.849Z","version":"hf-main","upstream":{"gated":false,"repoId":"nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"a9904d24bcc1d289a1950fa9d2b978c47cf903b9","fetchedAt":"2026-09-18T05:29:21.841Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T06:41:23.342Z","mirroredBy":"mirror-batch-worker","totalFiles":30,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":28,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":28,"publicDownloadableFileCount":null,"externalFileCount":28,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":65845713051,"label":"61.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":576211,"upstreamStars":214,"label":"576K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":28},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1690,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":85345,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"accuracy_plot.png","sizeBytes":140266,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"agentic_coding_benchmarks.png","sizeBytes":219966,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-handy-computer-parakeet-tdt-0-6b-v3-gguf","owner":"handy-computer","name":"parakeet-tdt-0.6b-v3-gguf","repo":"handy-computer/parakeet-tdt-0.6b-v3-gguf","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: handy-computer/parakeet-tdt-0.6b-v3-gguf · transcribe.cpp","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for transcribing speech; for developers building transcription tools.","confidence":"medium","task":"automatic-speech-recognition","audience":"developers building transcription tools","basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"baseModel","value":"nvidia/parakeet-tdt-0.6b-v3"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"nvidia/parakeet-tdt-0.6b-v3","field":"baseModel"}],"parameters":null,"size":{"bytes":6148557161,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"handy-computer","sourceUrl":"https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transcribe.cpp","gguf","asr","speech-to-text","parakeet","conformer","rnnt","tdt","multilingual","automatic-speech-recognition","bg","hr","cs","da","nl","en","et","fi","fr","de"],"task":"automatic-speech-recognition","modality":"text","framework":"transcribe.cpp","formats":["gitattributes","md","gguf"],"baseModel":"nvidia/parakeet-tdt-0.6b-v3","derivedFrom":"nvidia/parakeet-tdt-0.6b-v3","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":[],"paperIds":["2509.14128","2505.13404","2305.05084","2304.06795","2410.01036","2406.00899","2205.12446","2012.03411"],"repoType":"model","baseModel":"nvidia/parakeet-tdt-0.6b-v3","languages":["bg","hr","cs","da","nl","en","et","fi","fr","de","el","hu"],"sourceUrl":"https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf","evalResults":[],"libraryName":"transcribe.cpp","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags","transcribe_cpp"],"semanticText":"automatic-speech-recognition transcribe.cpp llm model bg hr cs da nl en et fi fr de el hu nvidia/parakeet-tdt-0.6b-v3 gguf","semanticTerms":["automatic-speech-recognition","transcribe.cpp","llm","model","bg","hr","cs","da","nl","en","et","fi","fr","de","el","hu","nvidia/parakeet-tdt-0.6b-v3","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1923},{"lfs":false,"path":"README.md","sizeBytes":27174},{"lfs":true,"path":"parakeet-tdt-0.6b-v3-F16.gguf","sizeBytes":1255869856},{"lfs":true,"path":"parakeet-tdt-0.6b-v3-F32.gguf","sizeBytes":2508435616},{"lfs":true,"path":"parakeet-tdt-0.6b-v3-Q4_K_M.gguf","sizeBytes":485425504},{"lfs":true,"path":"parakeet-tdt-0.6b-v3-Q5_K_M.gguf","sizeBytes":548946272},{"lfs":true,"path":"parakeet-tdt-0.6b-v3-Q6_K.gguf","sizeBytes":610342240},{"lfs":true,"path":"parakeet-tdt-0.6b-v3-Q8_0.gguf","sizeBytes":739508576}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6148557161,"sizeKnown":true,"sizeLabel":"5.7 GB","sizeReason":"","declaredSizeBytes":6148557161,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":575259,"stars":6,"citations":0,"updatedAt":"2026-09-20T21:35:25.519Z","createdAt":"2026-09-20T21:34:02.294Z","version":"hf-main","upstream":{"gated":false,"repoId":"handy-computer/parakeet-tdt-0.6b-v3-gguf","private":false,"repoUrl":"https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"90f082450fcbacdb54e5900c44ef697c9ea59622","fetchedAt":"2026-09-20T21:34:02.290Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0","licenseDeclared":"cc-by-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:35:25.519Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":7,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":7,"publicDownloadableFileCount":null,"externalFileCount":7,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6148557161,"label":"5.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":575259,"upstreamStars":6,"label":"575K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"handy-computer/parakeet-tdt-0.6b-v3-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: cc-by-4.0","Provenance: handy-computer/parakeet-tdt-0.6b-v3-gguf","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":7},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-handy-computer-parakeet-tdt-0-6b-v3-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1923,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":27174,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"parakeet-tdt-0.6b-v3-F16.gguf","sizeBytes":1255869856,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"parakeet-tdt-0.6b-v3-F32.gguf","sizeBytes":2508435616,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"parakeet-tdt-0.6b-v3-Q5_K_M.gguf","sizeBytes":548946272,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"handy-computer/parakeet-tdt-0.6b-v3-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-handy-computer-parakeet-tdt-0-6b-v3-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-handy-computer-parakeet-tdt-0-6b-v3-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-aubmindlab-bert-base-arabertv02","owner":"aubmindlab","name":"bert-base-arabertv02","repo":"aubmindlab/bert-base-arabertv02","type":"llm","summary":"Model from Hugging Face for fill mask: aubmindlab/bert-base-arabertv02 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for predicting masked text; for developers working with masked language models.","confidence":"medium","task":"fill-mask","audience":"developers working with masked language models","basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":3017928987,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"aubmindlab","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","unknown","transformers","pytorch","tf","jax","tensorboard","safetensors","bert","fill-mask","ar","dataset:wikipedia","dataset:osian","dataset:1.5b-arabic-corpus","dataset:oscar-arabic-unshuffled","dataset:assafir-private","arxiv:2003.00104","endpoints_compatible","deploy:azure","region:us","llm","wikipedia"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","safetensors","bin","tpu-mother","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":["wikipedia","Osian","1.5B-Arabic-Corpus","oscar-arabic-unshuffled","Assafir-private"],"paperIds":["2003.00104"],"repoType":"model","baseModel":"","languages":["ar"],"evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","pipeline_tag","widget"],"semanticText":"fill-mask transformers llm model ar wikipedia osian 1.5b-arabic-corpus oscar-arabic-unshuffled assafir-private safetensors","semanticTerms":["fill-mask","transformers","llm","model","ar","wikipedia","osian","1.5b-arabic-corpus","oscar-arabic-unshuffled","assafir-private","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":502},{"lfs":false,"path":"README.md","sizeBytes":8625},{"lfs":false,"path":"config.json","sizeBytes":384},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":541042787},{"lfs":true,"path":"model.safetensors","sizeBytes":543432324},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":543490667},{"lfs":true,"path":"runs/eval/events.out.tfevents.1607681029.tpu-mother","sizeBytes":2649933},{"lfs":true,"path":"runs/eval/events.out.tfevents.1607686495.tpu-mother","sizeBytes":2652817},{"lfs":true,"path":"runs/eval/events.out.tfevents.1607688156.tpu-mother","sizeBytes":2649933},{"lfs":false,"path":"runs/eval_results.txt","sizeBytes":159},{"lfs":true,"path":"runs/events.out.tfevents.1605489565.tpu-mother","sizeBytes":18129291},{"lfs":true,"path":"runs/events.out.tfevents.1605730291.tpu-mother","sizeBytes":18144564},{"lfs":true,"path":"runs/events.out.tfevents.1606636322.tpu-mother","sizeBytes":18126338},{"lfs":true,"path":"runs/events.out.tfevents.1606738342.tpu-mother","sizeBytes":4087835},{"lfs":true,"path":"runs/events.out.tfevents.1606738557.tpu-mother","sizeBytes":18148752},{"lfs":true,"path":"runs/events.out.tfevents.1607448114.tpu-mother","sizeBytes":18343427},{"lfs":true,"path":"runs/events.out.tfevents.1607698247.tpu-mother","sizeBytes":18363976},{"lfs":true,"path":"runs/events.out.tfevents.1608595021.tpu-mother","sizeBytes":18337805},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":true,"path":"tf1_model.tar.gz","sizeBytes":504967460},{"lfs":true,"path":"tf_model.h5","sizeBytes":741883760},{"lfs":false,"path":"tokenizer.json","sizeBytes":2642362},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":381},{"lfs":false,"path":"vocab.txt","sizeBytes":824793}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":3017928987,"sizeKnown":true,"sizeLabel":"2.8 GB","sizeReason":"","declaredSizeBytes":3017928987,"defaultDownloadBytes":1086922991,"mirrorCount":1,"downloadCount":562878,"stars":51,"citations":0,"updatedAt":"2026-09-20T21:35:42.940Z","createdAt":"2026-09-20T21:34:40.873Z","version":"hf-main","upstream":{"gated":false,"repoId":"aubmindlab/bert-base-arabertv02","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"016fb9d6768f522a59c6e0d2d5d5d43a4e1bff60","fetchedAt":"2026-09-20T21:34:40.870Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:35:42.940Z","mirroredBy":"mirror-batch-worker","totalFiles":24,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":23,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":23,"publicDownloadableFileCount":null,"externalFileCount":23,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3017928987,"label":"2.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":562878,"upstreamStars":51,"label":"563K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"aubmindlab/bert-base-arabertv02"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: aubmindlab/bert-base-arabertv02","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":23},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-aubmindlab-bert-base-arabertv02/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":502,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":8625,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"flax_model.msgpack","sizeBytes":541042787,"format":"msgpack","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"aubmindlab/bert-base-arabertv02"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-aubmindlab-bert-base-arabertv02","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-aubmindlab-bert-base-arabertv02/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-boboliu-bge-reranker-v2-5-gemma2-lightweight-gptq","owner":"boboliu","name":"bge-reranker-v2.5-gemma2-lightweight-gptq","repo":"boboliu/bge-reranker-v2.5-gemma2-lightweight-gptq","type":"llm","summary":"Model from Hugging Face for text generation: boboliu/bge-reranker-v2.5-gemma2-lightweight-gptq · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for generating text; for developers building text generation tools.","confidence":"medium","task":"text-generation","audience":"developers building text generation tools","basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":6189062113,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"boboliu","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","cost_wise_gemma","text-generation","custom_code","arxiv:1910.09700","4-bit","gptq","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["1910.09700"],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":5174},{"lfs":false,"path":"config.json","sizeBytes":1781},{"lfs":false,"path":"gemma_config.py","sizeBytes":3202},{"lfs":false,"path":"gemma_model.py","sizeBytes":35497},{"lfs":false,"path":"generation_config.json","sizeBytes":168},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4978866392},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1188234928},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":113226},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":636},{"lfs":true,"path":"tokenizer.json","sizeBytes":17518525},{"lfs":true,"path":"tokenizer.model","sizeBytes":4241003},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":40011}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":6189062113,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6189062113,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":562833,"stars":0,"citations":0,"updatedAt":"2026-09-20T21:41:27.011Z","createdAt":"2026-09-20T21:35:01.660Z","version":"hf-main","upstream":{"gated":false,"repoId":"boboliu/bge-reranker-v2.5-gemma2-lightweight-gptq","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"54e67d19732ed1bed26a008a655d344c087b297f","fetchedAt":"2026-09-20T21:35:01.657Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:41:27.011Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":12,"publicDownloadableFileCount":null,"externalFileCount":12,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6189062113,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":562833,"upstreamStars":0,"label":"563K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"boboliu/bge-reranker-v2.5-gemma2-lightweight-gptq"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: boboliu/bge-reranker-v2.5-gemma2-lightweight-gptq","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":12},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-boboliu-bge-reranker-v2-5-gemma2-lightweight-gptq/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":5174,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"gemma_config.py","sizeBytes":3202,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"gemma_model.py","sizeBytes":35497,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"boboliu/bge-reranker-v2.5-gemma2-lightweight-gptq"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-boboliu-bge-reranker-v2-5-gemma2-lightweight-gptq","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-boboliu-bge-reranker-v2-5-gemma2-lightweight-gptq/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","owner":"mixedbread-ai","name":"mxbai-rerank-xsmall-v1","repo":"mixedbread-ai/mxbai-rerank-xsmall-v1","type":"llm","summary":"Model from Hugging Face for text ranking: mixedbread-ai/mxbai-rerank-xsmall-v1 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for ranking text against a query; for developers building search tools.","confidence":"medium","task":"text-ranking","audience":"developers building search tools","basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"reranker"},{"field":"task","value":"text-ranking"},{"field":"cardMetadata.pipelineTag","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":524300880,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mixedbread-ai","sourceUrl":"https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","onnx","safetensors","deberta-v2","text-classification","reranker","transformers.js","sentence-transformers","text-ranking","en","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","llm"],"task":"text-ranking","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","onnx","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1","evalResults":[],"libraryName":"transformers","licenseLink":"","licenseName":"","pipelineTag":"text-ranking","cardDataKeys":["language","library_name","license","pipeline_tag","tags"],"semanticText":"text-ranking transformers llm model en onnx safetensors reranker transformers.js sentence-transformers text-embeddings-inference","semanticTerms":["text-ranking","transformers","llm","model","en","onnx","safetensors","reranker","transformers.js","sentence-transformers","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"LICENSE","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"added_tokens.json","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"model.safetensors","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_quantized.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/quantize_config.json","sizeBytes":0},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"spm.model","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":524300880,"sizeKnown":true,"sizeLabel":"500.0 MB","sizeReason":"","declaredSizeBytes":524300880,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":553557,"stars":59,"citations":0,"updatedAt":"2025-04-02T14:42:01.000Z","createdAt":"2026-06-29T22:20:50.165Z","version":"hf-main","upstream":{"gated":false,"repoId":"mixedbread-ai/mxbai-rerank-xsmall-v1","private":false,"repoUrl":"https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"b5c6e9da73abc3711f593f705371cdbe9e0fe422","fetchedAt":"2026-10-20T03:30:46.292Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","approvedAt":"2026-07-12T05:13:13.986Z","approvedBy":"configured-admin","mirroredAt":"2026-07-12T21:51:51.470Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":null,"requestedAt":"2026-07-12T02:50:28.348Z","requestCount":1,"mirroredBytes":null,"mirroredFiles":null,"lastRequestedAt":"2026-07-12T02:50:28.348Z","storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false,"recentRequestContexts":[{"at":"2026-07-12T02:50:28.348Z","sourceRoute":"/rankings/top-open-models","topic":"","ranking":"top-open-models","targetTool":"","desiredFiles":[]}]},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":5,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":5,"publicDownloadableFileCount":null,"externalFileCount":5,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":524300880,"label":"500.0 MB","reason":""},"demand":{"mirrorRequests":1,"upstreamDownloads":553557,"upstreamStars":59,"label":"1 mirror request","basis":"mirror-requests"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mixedbread-ai/mxbai-rerank-xsmall-v1"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: mixedbread-ai/mxbai-rerank-xsmall-v1"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":5},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":10762,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":49546,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"model.safetensors","sizeBytes":141685186,"format":"safetensors","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"onnx/model.onnx","sizeBytes":284189709,"format":"onnx","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mixedbread-ai/mxbai-rerank-xsmall-v1"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-e-mimic-inclusively-classification","owner":"E-MIMIC","name":"inclusively-classification","repo":"E-MIMIC/inclusively-classification","type":"llm","summary":"Model from Hugging Face for text classification: E-MIMIC/inclusively-classification · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for labeling text; for developers building text classifiers.","confidence":"medium","task":"text-classification","audience":"developers building text classifiers","basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"cc-by-nc-sa-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-sa-4.0"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-nc-sa-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":885940275,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"E-MIMIC","sourceUrl":"https://huggingface.co/E-MIMIC/inclusively-classification","license":"cc-by-nc-sa-4.0","licenseState":"known","licenseLabel":"cc-by-nc-sa-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","cc-by-nc-sa-4.0","transformers","pytorch","safetensors","bert","text-classification","license:cc-by-nc-sa-4.0","endpoints_compatible","region:us","llm"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-sa-4.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/E-MIMIC/inclusively-classification","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["license"],"semanticText":"text-classification transformers llm model safetensors","semanticTerms":["text-classification","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3032},{"lfs":false,"path":"config.json","sizeBytes":890},{"lfs":true,"path":"model.safetensors","sizeBytes":442819684},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":442876973},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":59},{"lfs":true,"path":"training_args.bin","sizeBytes":2991},{"lfs":false,"path":"vocab.txt","sizeBytes":235127}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":885940275,"sizeKnown":true,"sizeLabel":"844.9 MB","sizeReason":"","declaredSizeBytes":885940275,"defaultDownloadBytes":885699648,"mirrorCount":1,"downloadCount":551891,"stars":1,"citations":0,"updatedAt":"2026-09-21T00:38:45.377Z","createdAt":"2026-09-21T00:37:58.112Z","version":"hf-main","upstream":{"gated":false,"repoId":"E-MIMIC/inclusively-classification","private":false,"repoUrl":"https://huggingface.co/E-MIMIC/inclusively-classification","disabled":false,"provider":"huggingface","repoType":"model","revision":"6875dbf74b712cc7bdfa4a4d387baa064e5c32cb","fetchedAt":"2026-09-21T00:37:58.110Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-sa-4.0","licenseDeclared":"cc-by-nc-sa-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T00:38:45.377Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":8,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":8,"publicDownloadableFileCount":null,"externalFileCount":8,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":885940275,"label":"844.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":551891,"upstreamStars":1,"label":"552K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-sa-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"E-MIMIC/inclusively-classification"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: E-MIMIC/inclusively-classification","Scan: passed"],"gaps":["License: cc-by-nc-sa-4.0","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":8},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/E-MIMIC/inclusively-classification"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3032,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"pytorch_model.bin","sizeBytes":442876973,"format":"bin","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"E-MIMIC/inclusively-classification"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-e-mimic-inclusively-classification","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-classification/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-mistralai-mixtral-8x7b-instruct-v0-1","owner":"mistralai","name":"Mixtral-8x7B-Instruct-v0.1","repo":"mistralai/Mixtral-8x7B-Instruct-v0.1","type":"llm","summary":"Model from Hugging Face for llm: mistralai/Mixtral-8x7B-Instruct-v0.1 · vllm","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Not enough information to say what this model is for or who should use it.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"mistralai/Mixtral-8x7B-v0.1"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"mistralai/Mixtral-8x7B-v0.1","field":"baseModel"}],"parameters":null,"size":{"bytes":190483875117,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mistralai","sourceUrl":"https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"pending","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","vllm","safetensors","mixtral","fr","it","de","es","en","base_model:mistralai/mixtral-8x7b-v0.1","base_model:finetune:mistralai/mixtral-8x7b-v0.1","license:apache-2.0","eval-results","region:us","llm","mistralai/mixtral-8x7b-v0.1"],"task":"general","modality":"text","framework":"vllm","formats":["gitattributes","md","json","pt","safetensors","model"],"baseModel":"mistralai/Mixtral-8x7B-v0.1","derivedFrom":"mistralai/Mixtral-8x7B-v0.1","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"mistralai/Mixtral-8x7B-v0.1","languages":["fr","it","de","es","en"],"sourceUrl":"https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1","evalResults":[],"libraryName":"vllm","pipelineTag":"","cardDataKeys":["base_model","extra_gated_description","inference","language","library_name","license","tags","widget"],"semanticText":"vllm llm model fr it de es en mistralai/mixtral-8x7b-v0.1 safetensors","semanticTerms":["vllm","llm","model","fr","it","de","es","en","mistralai/mixtral-8x7b-v0.1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":8732},{"lfs":false,"path":"config.json","sizeBytes":720},{"lfs":true,"path":"consolidated.00.pt","sizeBytes":12134470792},{"lfs":true,"path":"consolidated.01.pt","sizeBytes":12134470792},{"lfs":true,"path":"consolidated.02.pt","sizeBytes":12134470856},{"lfs":true,"path":"consolidated.03.pt","sizeBytes":12134470856},{"lfs":true,"path":"consolidated.04.pt","sizeBytes":12134470856},{"lfs":true,"path":"consolidated.05.pt","sizeBytes":12134470856},{"lfs":true,"path":"consolidated.06.pt","sizeBytes":12134470856},{"lfs":true,"path":"consolidated.07.pt","sizeBytes":12134470856},{"lfs":false,"path":"generation_config.json","sizeBytes":116},{"lfs":true,"path":"model-00001-of-00019.safetensors","sizeBytes":4892809584},{"lfs":true,"path":"model-00002-of-00019.safetensors","sizeBytes":4983004016},{"lfs":true,"path":"model-00003-of-00019.safetensors","sizeBytes":4983004016},{"lfs":true,"path":"model-00004-of-00019.safetensors","sizeBytes":4899035200},{"lfs":true,"path":"model-00005-of-00019.safetensors","sizeBytes":4983004016},{"lfs":true,"path":"model-00006-of-00019.safetensors","sizeBytes":4983004016},{"lfs":true,"path":"model-00007-of-00019.safetensors","sizeBytes":4899035248},{"lfs":true,"path":"model-00008-of-00019.safetensors","sizeBytes":4983004072},{"lfs":true,"path":"model-00009-of-00019.safetensors","sizeBytes":4983004072},{"lfs":true,"path":"model-00010-of-00019.safetensors","sizeBytes":4899035248},{"lfs":true,"path":"model-00011-of-00019.safetensors","sizeBytes":4983004072},{"lfs":true,"path":"model-00012-of-00019.safetensors","sizeBytes":4983004072}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":190483875117,"sizeKnown":true,"sizeLabel":"177.4 GB","sizeReason":"","declaredSizeBytes":190483875117,"defaultDownloadBytes":null,"mirrorCount":0,"downloadCount":536403,"stars":4757,"citations":0,"updatedAt":"2025-07-24T16:41:06.000Z","createdAt":"2026-06-29T22:20:59.853Z","version":"hf-main","upstream":{"gated":false,"repoId":"mistralai/Mixtral-8x7B-Instruct-v0.1","private":false,"repoUrl":"https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1","disabled":false,"provider":"huggingface","repoType":"model","revision":"eba92302a2861cdc0098cc54bc9f17cb2c47eb61","fetchedAt":"2026-09-30T03:54:56.111Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","totalFiles":36,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":36,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":36,"publicDownloadableFileCount":null,"externalFileCount":36,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":190483875117,"label":"177.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":536403,"upstreamStars":4757,"label":"536K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mistralai/Mixtral-8x7B-Instruct-v0.1"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: mistralai/Mixtral-8x7B-Instruct-v0.1"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":36},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-mistralai-mixtral-8x7b-instruct-v0-1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":8732,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":720,"format":"json","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"consolidated.00.pt","sizeBytes":12134470792,"format":"pt","risk":"medium","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"consolidated.01.pt","sizeBytes":12134470792,"format":"pt","risk":"medium","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mistralai/Mixtral-8x7B-Instruct-v0.1"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mistralai-mixtral-8x7b-instruct-v0-1","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mistralai-mixtral-8x7b-instruct-v0-1/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-liquidai-lfm2-5-8b-a1b-gguf","owner":"LiquidAI","name":"LFM2.5-8B-A1B-GGUF","repo":"LiquidAI/LFM2.5-8B-A1B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: LiquidAI/LFM2.5-8B-A1B-GGUF · unknown","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":65895100709,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"LiquidAI","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","other","gguf","liquid","lfm2","edge","llama.cpp","text-generation","en","ar","zh","fr","de","ja","ko","es","base_model:liquidai/lfm2.5-8b-a1b","base_model:quantized:liquidai/lfm2.5-8b-a1b","license:other","endpoints_compatible","region:us","conversational"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","gguf","md"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","ar","zh","fr","de","ja","ko","es"],"evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation unknown llm model en ar zh fr de ja ko es gguf","semanticTerms":["text-generation","unknown","llm","model","en","ar","zh","fr","de","ja","ko","es","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2001},{"lfs":true,"path":"LFM2.5-8B-A1B-BF16.gguf","sizeBytes":16947260640},{"lfs":true,"path":"LFM2.5-8B-A1B-F16.gguf","sizeBytes":16947260640},{"lfs":true,"path":"LFM2.5-8B-A1B-Q4_0.gguf","sizeBytes":4844678368},{"lfs":true,"path":"LFM2.5-8B-A1B-Q4_K_M.gguf","sizeBytes":5155564768},{"lfs":true,"path":"LFM2.5-8B-A1B-Q5_K_M.gguf","sizeBytes":6030339296},{"lfs":true,"path":"LFM2.5-8B-A1B-Q6_K.gguf","sizeBytes":6959787232},{"lfs":true,"path":"LFM2.5-8B-A1B-Q8_0.gguf","sizeBytes":9010195680},{"lfs":false,"path":"LICENSE","sizeBytes":10574},{"lfs":false,"path":"README.md","sizeBytes":1510}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":65895100709,"sizeKnown":true,"sizeLabel":"61.4 GB","sizeReason":"","declaredSizeBytes":65895100709,"defaultDownloadBytes":5155564768,"mirrorCount":1,"downloadCount":535515,"stars":300,"citations":0,"updatedAt":"2026-09-18T11:27:30.315Z","createdAt":"2026-09-18T05:32:51.663Z","version":"hf-main","upstream":{"gated":false,"repoId":"LiquidAI/LFM2.5-8B-A1B-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"49c14831707011e64d70b2ebd8462ba08d608434","fetchedAt":"2026-09-18T05:32:51.656Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T11:27:30.315Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":10,"publicDownloadableFileCount":null,"externalFileCount":10,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":65895100709,"label":"61.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":535515,"upstreamStars":300,"label":"536K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"LiquidAI/LFM2.5-8B-A1B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: LiquidAI/LFM2.5-8B-A1B-GGUF","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":10},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-liquidai-lfm2-5-8b-a1b-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2001,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-8B-A1B-BF16.gguf","sizeBytes":16947260640,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-8B-A1B-F16.gguf","sizeBytes":16947260640,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LFM2.5-8B-A1B-Q4_0.gguf","sizeBytes":4844678368,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"LiquidAI/LFM2.5-8B-A1B-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-liquidai-lfm2-5-8b-a1b-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-8b-a1b-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-abelzimba-whisper-bemba-stt","owner":"AbelZimba","name":"whisper-bemba-stt","repo":"AbelZimba/whisper-bemba-stt","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: AbelZimba/whisper-bemba-stt · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for transcribing speech; for developers building transcription tools.","confidence":"medium","task":"automatic-speech-recognition","audience":"developers building transcription tools","basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":972638449,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AbelZimba","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","whisper","automatic-speech-recognition","arxiv:1910.09700","endpoints_compatible","region:us","llm"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["1910.09700"],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["library_name","tags"],"semanticText":"automatic-speech-recognition transformers llm model safetensors","semanticTerms":["automatic-speech-recognition","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":5174},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":1225},{"lfs":false,"path":"generation_config.json","sizeBytes":3005},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":966995080},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":356},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2194},{"lfs":false,"path":"tokenizer.json","sizeBytes":3930494},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282713},{"lfs":false,"path":"vocab.json","sizeBytes":835550}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":972638449,"sizeKnown":true,"sizeLabel":"927.6 MB","sizeReason":"","declaredSizeBytes":972638449,"defaultDownloadBytes":966995080,"mirrorCount":1,"downloadCount":534315,"stars":0,"citations":0,"updatedAt":"2026-09-20T21:38:15.639Z","createdAt":"2026-09-20T21:36:31.110Z","version":"hf-main","upstream":{"gated":false,"repoId":"AbelZimba/whisper-bemba-stt","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"684798370177f4332db4bc4895ff15d896e17603","fetchedAt":"2026-09-20T21:36:31.108Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:38:15.639Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":10,"publicDownloadableFileCount":null,"externalFileCount":10,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":972638449,"label":"927.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":534315,"upstreamStars":0,"label":"534K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"AbelZimba/whisper-bemba-stt"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: AbelZimba/whisper-bemba-stt","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":10},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-abelzimba-whisper-bemba-stt/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":5174,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"AbelZimba/whisper-bemba-stt"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-abelzimba-whisper-bemba-stt","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-abelzimba-whisper-bemba-stt/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-handy-computer-whisper-medium-gguf","owner":"handy-computer","name":"whisper-medium-gguf","repo":"handy-computer/whisper-medium-gguf","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: handy-computer/whisper-medium-gguf · transcribe.cpp","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for transcribing speech; for developers building transcription tools.","confidence":"medium","task":"automatic-speech-recognition","audience":"developers building transcription tools","basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"openai/whisper-medium"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"openai/whisper-medium","field":"baseModel"}],"parameters":null,"size":{"bytes":7165802571,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"handy-computer","sourceUrl":"https://huggingface.co/handy-computer/whisper-medium-gguf","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transcribe.cpp","gguf","asr","speech-to-text","whisper","openai","automatic-speech-recognition","af","am","ar","as","az","ba","be","bg","bn","bo","br","bs","ca"],"task":"automatic-speech-recognition","modality":"text","framework":"transcribe.cpp","formats":["gitattributes","md","gguf"],"baseModel":"openai/whisper-medium","derivedFrom":"openai/whisper-medium","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2212.04356"],"repoType":"model","baseModel":"openai/whisper-medium","languages":["af","am","ar","as","az","ba","be","bg","bn","bo","br","bs"],"sourceUrl":"https://huggingface.co/handy-computer/whisper-medium-gguf","evalResults":[],"libraryName":"transcribe.cpp","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags","transcribe_cpp"],"semanticText":"automatic-speech-recognition transcribe.cpp llm model af am ar as az ba be bg bn bo br bs openai/whisper-medium gguf","semanticTerms":["automatic-speech-recognition","transcribe.cpp","llm","model","af","am","ar","as","az","ba","be","bg","bn","bo","br","bs","openai/whisper-medium","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1887},{"lfs":false,"path":"README.md","sizeBytes":25228},{"lfs":true,"path":"whisper-medium-F16.gguf","sizeBytes":1541931424},{"lfs":true,"path":"whisper-medium-F32.gguf","sizeBytes":3057437088},{"lfs":true,"path":"whisper-medium-Q4_K_M.gguf","sizeBytes":504102848},{"lfs":true,"path":"whisper-medium-Q5_K_M.gguf","sizeBytes":582746048},{"lfs":true,"path":"whisper-medium-Q6_K.gguf","sizeBytes":648019904},{"lfs":true,"path":"whisper-medium-Q8_0.gguf","sizeBytes":831538144}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":7165802571,"sizeKnown":true,"sizeLabel":"6.7 GB","sizeReason":"","declaredSizeBytes":7165802571,"defaultDownloadBytes":504102848,"mirrorCount":1,"downloadCount":529098,"stars":0,"citations":0,"updatedAt":"2026-09-20T21:38:22.134Z","createdAt":"2026-09-20T21:37:08.866Z","version":"hf-main","upstream":{"gated":false,"repoId":"handy-computer/whisper-medium-gguf","private":false,"repoUrl":"https://huggingface.co/handy-computer/whisper-medium-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"835ad19fff976143d650e35113a6544980cbd983","fetchedAt":"2026-09-20T21:37:08.863Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:38:22.134Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":8,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":8,"publicDownloadableFileCount":null,"externalFileCount":8,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":7165802571,"label":"6.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":529098,"upstreamStars":0,"label":"529K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"handy-computer/whisper-medium-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: handy-computer/whisper-medium-gguf","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":8},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-handy-computer-whisper-medium-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1887,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":25228,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"whisper-medium-F16.gguf","sizeBytes":1541931424,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"whisper-medium-F32.gguf","sizeBytes":3057437088,"format":"gguf","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"handy-computer/whisper-medium-gguf"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-handy-computer-whisper-medium-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-handy-computer-whisper-medium-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-serveurperso-minimax-music3-gguf","owner":"Serveurperso","name":"MiniMax-Music3-GGUF","repo":"Serveurperso/MiniMax-Music3-GGUF","type":"llm","summary":"Model from Hugging Face for llm: Serveurperso/MiniMax-Music3-GGUF · unknown","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Not enough information to say what this model is for or who should use it.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":59440280055,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Serveurperso","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":87,"tags":["huggingface-import","external-catalog","model","other","gguf","music-generation","text-to-music","ggml","cpp","minimax-music3","diffusion","flow-matching","en","zh","base_model:minimaxai/minimax-music3","base_model:quantized:minimaxai/minimax-music3","license:other","region:us","unknown","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","gguf","md"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","zh"],"evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","language","license","license_link","license_name","tags"],"semanticText":"unknown llm model en zh gguf diffusion","semanticTerms":["unknown","llm","model","en","zh","gguf","diffusion"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2497},{"lfs":false,"path":"LICENSE","sizeBytes":7373},{"lfs":true,"path":"MiniMax-Music3-condition_encoder-F32.gguf","sizeBytes":100672192},{"lfs":true,"path":"MiniMax-Music3-language_model-BF16.gguf","sizeBytes":17174297792},{"lfs":true,"path":"MiniMax-Music3-language_model-Q5_K_M.gguf","sizeBytes":6277696800},{"lfs":true,"path":"MiniMax-Music3-language_model-Q6_K.gguf","sizeBytes":7048279328},{"lfs":true,"path":"MiniMax-Music3-language_model-Q8_0.gguf","sizeBytes":9127257376},{"lfs":true,"path":"MiniMax-Music3-rvq_depth_decoder-BF16.gguf","sizeBytes":1292053888},{"lfs":true,"path":"MiniMax-Music3-rvq_depth_decoder-Q8_0.gguf","sizeBytes":686513600},{"lfs":true,"path":"MiniMax-Music3-transformer-F32.gguf","sizeBytes":9727655296},{"lfs":true,"path":"MiniMax-Music3-transformer-Q4_K_M.gguf","sizeBytes":1389592032},{"lfs":true,"path":"MiniMax-Music3-transformer-Q5_K_M.gguf","sizeBytes":1692794336},{"lfs":true,"path":"MiniMax-Music3-transformer-Q6_K.gguf","sizeBytes":2014946784},{"lfs":true,"path":"MiniMax-Music3-transformer-Q8_0.gguf","sizeBytes":2602401248},{"lfs":true,"path":"MiniMax-Music3-vocoder-F32.gguf","sizeBytes":306102784},{"lfs":false,"path":"README.md","sizeBytes":6729}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":59440280055,"sizeKnown":true,"sizeLabel":"55.4 GB","sizeReason":"","declaredSizeBytes":59440280055,"defaultDownloadBytes":1389592032,"mirrorCount":1,"downloadCount":527764,"stars":6,"citations":0,"updatedAt":"2026-09-20T21:39:23.312Z","createdAt":"2026-09-20T21:37:21.002Z","version":"hf-main","upstream":{"gated":false,"repoId":"Serveurperso/MiniMax-Music3-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"d4f7a6402a4ca10c8b3ca2f648c8a46c103558bc","fetchedAt":"2026-09-20T21:37:20.998Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T21:39:23.312Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":16,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":16,"publicDownloadableFileCount":null,"externalFileCount":16,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":59440280055,"label":"55.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":527764,"upstreamStars":6,"label":"528K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"Serveurperso/MiniMax-Music3-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: Serveurperso/MiniMax-Music3-GGUF","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":16},"action":{"id":"review","label":"Inspect missing evidence","href":"/artifact/hf-model-serveurperso-minimax-music3-gguf/overview"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2497,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":7373,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"MiniMax-Music3-condition_encoder-F32.gguf","sizeBytes":100672192,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"MiniMax-Music3-language_model-BF16.gguf","sizeBytes":17174297792,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"MiniMax-Music3-language_model-Q5_K_M.gguf","sizeBytes":6277696800,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Serveurperso/MiniMax-Music3-GGUF"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-serveurperso-minimax-music3-gguf","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-serveurperso-minimax-music3-gguf/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-google-bert-bert-base-german-cased","owner":"google-bert","name":"bert-base-german-cased","repo":"google-bert/bert-base-german-cased","type":"llm","summary":"Model from Hugging Face for fill mask: google-bert/bert-base-german-cased · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for predicting masked text; for developers working with masked language models.","confidence":"medium","task":"fill-mask","audience":"developers working with masked language models","basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2377636528,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"google-bert","sourceUrl":"https://huggingface.co/google-bert/bert-base-german-cased","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","tf","jax","onnx","safetensors","bert","fill-mask","exbert","de","license:mit","endpoints_compatible","region:us","deploy:azure","llm"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","safetensors","onnx","txt","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["de"],"sourceUrl":"https://huggingface.co/google-bert/bert-base-german-cased","evalResults":[],"libraryName":"transformers","licenseLink":"","licenseName":"","pipelineTag":"fill-mask","cardDataKeys":["language","license","tags","thumbnail"],"semanticText":"fill-mask transformers llm model de onnx safetensors","semanticTerms":["fill-mask","transformers","llm","model","de","onnx","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"flax_model.msgpack","sizeBytes":0},{"lfs":false,"path":"model.safetensors","sizeBytes":0},{"lfs":false,"path":"onnx/added_tokens.json","sizeBytes":0},{"lfs":false,"path":"onnx/config.json","sizeBytes":0},{"lfs":false,"path":"onnx/generation_config.json","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"onnx/tokenizer.json","sizeBytes":0},{"lfs":false,"path":"onnx/tokenizer_config.json","sizeBytes":0},{"lfs":false,"path":"onnx/vocab.txt","sizeBytes":0},{"lfs":false,"path":"pytorch_model.bin","sizeBytes":0},{"lfs":false,"path":"tf_model.h5","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0},{"lfs":false,"path":"vocab.txt","sizeBytes":0}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":2377636528,"sizeKnown":true,"sizeLabel":"2.2 GB","sizeReason":"","declaredSizeBytes":2377636528,"defaultDownloadBytes":1406595269,"mirrorCount":1,"downloadCount":513403,"stars":82,"citations":0,"updatedAt":"2024-02-19T11:03:41.000Z","createdAt":"2026-06-29T22:20:59.853Z","version":"hf-main","upstream":{"gated":false,"repoId":"google-bert/bert-base-german-cased","private":false,"repoUrl":"https://huggingface.co/google-bert/bert-base-german-cased","disabled":false,"provider":"huggingface","repoType":"model","revision":"0b061b4f7ce140d10dce6b6bd8a77da8ec80931b","fetchedAt":"2026-10-20T03:29:57.854Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-08-07T19:37:33.715Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":18,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":18,"publicDownloadableFileCount":null,"externalFileCount":18,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2377636528,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":513403,"upstreamStars":82,"label":"513K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"google-bert/bert-base-german-cased"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: google-bert/bert-base-german-cased","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":18},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-google-bert-bert-base-german-cased/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":445,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"flax_model.msgpack","sizeBytes":436458787,"format":"msgpack","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"google-bert/bert-base-german-cased"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-google-bert-bert-base-german-cased","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-bert-bert-base-german-cased/metadata.json"},{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-casperhansen-llama-3-3-70b-instruct-awq","owner":"casperhansen","name":"llama-3.3-70b-instruct-awq","repo":"casperhansen/llama-3.3-70b-instruct-awq","type":"llm","summary":"Model from Hugging Face for text generation: casperhansen/llama-3.3-70b-instruct-awq · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"Listed for chat; for developers building conversational tools.","confidence":"medium","task":"chat","audience":"developers building conversational tools","basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"llama3.3"},{"field":"cardMetadata.license","value":"llama3.3"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"llama3.3","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":39785419540,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"casperhansen","sourceUrl":"https://huggingface.co/casperhansen/llama-3.3-70b-instruct-awq","license":"llama3.3","licenseState":"known","licenseLabel":"llama3.3","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","llama3.3","transformers","safetensors","llama","text-generation","conversational","en","fr","it","pt","hi","es","th","de","base_model:meta-llama/llama-3.1-70b","base_model:quantized:meta-llama/llama-3.1-70b","license:llama3.3","text-generation-inference","endpoints_compatible","4-bit","awq"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"llama3.3","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","fr","it","pt","hi","es","th","de"],"sourceUrl":"https://huggingface.co/casperhansen/llama-3.3-70b-instruct-awq","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license"],"semanticText":"text-generation transformers llm model en fr it pt hi es th de safetensors","semanticTerms":["text-generation","transformers","llm","model","en","fr","it","pt","hi","es","th","de","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":3300},{"lfs":false,"path":"config.json","sizeBytes":1198},{"lfs":false,"path":"generation_config.json","sizeBytes":184},{"lfs":true,"path":"model-00001-of-00009.safetensors","sizeBytes":4969219128},{"lfs":true,"path":"model-00002-of-00009.safetensors","sizeBytes":4890226896},{"lfs":true,"path":"model-00003-of-00009.safetensors","sizeBytes":4890226992},{"lfs":true,"path":"model-00004-of-00009.safetensors","sizeBytes":4890226992},{"lfs":true,"path":"model-00005-of-00009.safetensors","sizeBytes":4890226992},{"lfs":true,"path":"model-00006-of-00009.safetensors","sizeBytes":4890226992},{"lfs":true,"path":"model-00007-of-00009.safetensors","sizeBytes":4890226992},{"lfs":true,"path":"model-00008-of-00009.safetensors","sizeBytes":3356068840},{"lfs":true,"path":"model-00009-of-00009.safetensors","sizeBytes":2101346432},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":151233},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":454},{"lfs":true,"path":"tokenizer.json","sizeBytes":17209920},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":55425}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":39785419540,"sizeKnown":true,"sizeLabel":"37.1 GB","sizeReason":"","declaredSizeBytes":39785419540,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":507212,"stars":46,"citations":0,"updatedAt":"2026-09-20T22:30:46.110Z","createdAt":"2026-09-20T21:39:03.954Z","version":"hf-main","upstream":{"gated":false,"repoId":"casperhansen/llama-3.3-70b-instruct-awq","private":false,"repoUrl":"https://huggingface.co/casperhansen/llama-3.3-70b-instruct-awq","disabled":false,"provider":"huggingface","repoType":"model","revision":"64d255621f40b42adaf6d1f32a47e1d4534c0f14","fetchedAt":"2026-09-20T21:39:03.949Z","importMode":"external-catalog","licenseRaw":"llama3.3","licenseDeclared":"llama3.3","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T22:30:46.110Z","mirroredBy":"mirror-batch-worker","totalFiles":17,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":"2026-10-20T18:21:43.682Z","stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":false},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"unknown","hosted":null,"fileCount":15,"publicDownloadableFileCount":null,"externalFileCount":15,"servingCountsRefreshedAt":"2026-10-20T18:21:43.682Z","servingCountsStale":false,"signals":{"size":{"known":true,"bytes":39785419540,"label":"37.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":507212,"upstreamStars":46,"label":"507K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"llama3.3"},{"id":"provenance","label":"Provenance","status":"pass","detail":"casperhansen/llama-3.3-70b-instruct-awq"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Provenance: casperhansen/llama-3.3-70b-instruct-awq","Scan: passed"],"gaps":["License: llama3.3","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":15},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/casperhansen/llama-3.3-70b-instruct-awq"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3300,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"casperhansen/llama-3.3-70b-instruct-awq"}},"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-casperhansen-llama-3-3-70b-instruct-awq","metadataUrl":"https://huggingbay.xyz/api/artifacts/hf-model-casperhansen-llama-3-3-70b-instruct-awq/metadata.json"}],"stale":true,"staleSource":"last-known-good","snapshotAt":"2026-10-20T18:23:35.027Z","staleAgeMs":223946,"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}