{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-28T23:50:16.956Z","namespace":"IFM","displayName":"IFM","claimed":false,"applicationStatus":null,"stats":{"artifacts":2,"publicArtifacts":2,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":25,"totalFiles":25,"downloads":4625,"stars":20,"updatedAt":"2026-09-22T16:19:54.905Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":37371186500,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":37371186500,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ifm-k2-horizon-32b-fp8","owner":"IFM","name":"K2-Horizon-32B-FP8","repo":"IFM/K2-Horizon-32B-FP8","type":"llm","summary":"Model from Hugging Face for text generation: IFM/K2-Horizon-32B-FP8 · transformers","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"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":37372964387,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IFM","sourceUrl":"https://huggingface.co/IFM/K2-Horizon-32B-FP8","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","k2_horizon","text-generation","k2-horizon","32b","dense","open-weights","ifm","conversational","custom_code","en","dataset:ifm/k2-horizon-pretrain-data","dataset:ifm/k2-horizon-midtrain-data","license:apache-2.0","compressed-tensors","region:us","llm","ifm/k2-horizon-pretrain-data","ifm/k2-horizon-midtrain-data"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","jinja","json","py","safetensors","yaml"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["IFM/K2-Horizon-Pretrain-Data","IFM/K2-Horizon-Midtrain-Data"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/IFM/K2-Horizon-32B-FP8","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["datasets","language","library_name","license","model_name","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en ifm/k2-horizon-pretrain-data ifm/k2-horizon-midtrain-data safetensors","semanticTerms":["text-generation","transformers","llm","model","en","ifm/k2-horizon-pretrain-data","ifm/k2-horizon-midtrain-data","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1729},{"lfs":false,"path":"README.md","sizeBytes":19911},{"lfs":true,"path":"assets/k2-horizon-32b-benchmarks.png","sizeBytes":1126133},{"lfs":true,"path":"assets/k2-horizon-32b-training-loss-vs-tokens.png","sizeBytes":576832},{"lfs":false,"path":"chat_template.jinja","sizeBytes":51034},{"lfs":false,"path":"config.json","sizeBytes":3325},{"lfs":false,"path":"configuration_k2_horizon.py","sizeBytes":3529},{"lfs":false,"path":"generation_config.json","sizeBytes":103},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":19867730736},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":17482676888},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":86861},{"lfs":false,"path":"modeling_k2_horizon.py","sizeBytes":49535},{"lfs":false,"path":"recipe.yaml","sizeBytes":218},{"lfs":true,"path":"tokenizer.json","sizeBytes":20637260},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":293}],"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":37372964387,"sizeKnown":true,"sizeLabel":"34.8 GB","sizeReason":"","declaredSizeBytes":37372964387,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":2832,"stars":7,"citations":0,"updatedAt":"2026-09-22T07:47:46.867Z","createdAt":"2026-09-22T06:50:32.512Z","version":"hf-main","upstream":{"gated":false,"repoId":"IFM/K2-Horizon-32B-FP8","private":false,"repoUrl":"https://huggingface.co/IFM/K2-Horizon-32B-FP8","disabled":false,"provider":"huggingface","repoType":"model","revision":"32954e6a79bd4982b40650e1441dfa8764580eb0","fetchedAt":"2026-09-22T06:50:32.506Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T07:47:46.867Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":8,"mirroredBytes":37371186500,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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":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":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":8,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":37372964387,"label":"34.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2832,"upstreamStars":7,"label":"2.8K 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":"IFM/K2-Horizon-32B-FP8"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/15 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: IFM/K2-Horizon-32B-FP8","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":7,"totalFiles":15},"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-ifm-k2-horizon-32b-fp8/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1729,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":19911,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/k2-horizon-32b-benchmarks.png","sizeBytes":1126133,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/k2-horizon-32b-training-loss-vs-tokens.png","sizeBytes":576832,"format":"png","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":"IFM/K2-Horizon-32B-FP8"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:44:21.887Z","evidence_url":"/api/manifests/hf-model-ifm-k2-horizon-32b-fp8"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"llm","count":2}],"topLicenses":[{"license":"apache-2.0","count":2}],"sourceCounts":[{"source":"huggingface","count":2}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/IFM","api":"https://huggingbay.xyz/api/publishers/IFM","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=IFM&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":37371186500,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":37371186500,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ifm-k2-horizon-32b-fp8","owner":"IFM","name":"K2-Horizon-32B-FP8","repo":"IFM/K2-Horizon-32B-FP8","type":"llm","summary":"Model from Hugging Face for text generation: IFM/K2-Horizon-32B-FP8 · transformers","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"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":37372964387,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IFM","sourceUrl":"https://huggingface.co/IFM/K2-Horizon-32B-FP8","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","k2_horizon","text-generation","k2-horizon","32b","dense","open-weights","ifm","conversational","custom_code","en","dataset:ifm/k2-horizon-pretrain-data","dataset:ifm/k2-horizon-midtrain-data","license:apache-2.0","compressed-tensors","region:us","llm","ifm/k2-horizon-pretrain-data","ifm/k2-horizon-midtrain-data"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","jinja","json","py","safetensors","yaml"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["IFM/K2-Horizon-Pretrain-Data","IFM/K2-Horizon-Midtrain-Data"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/IFM/K2-Horizon-32B-FP8","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["datasets","language","library_name","license","model_name","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en ifm/k2-horizon-pretrain-data ifm/k2-horizon-midtrain-data safetensors","semanticTerms":["text-generation","transformers","llm","model","en","ifm/k2-horizon-pretrain-data","ifm/k2-horizon-midtrain-data","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1729},{"lfs":false,"path":"README.md","sizeBytes":19911},{"lfs":true,"path":"assets/k2-horizon-32b-benchmarks.png","sizeBytes":1126133},{"lfs":true,"path":"assets/k2-horizon-32b-training-loss-vs-tokens.png","sizeBytes":576832},{"lfs":false,"path":"chat_template.jinja","sizeBytes":51034},{"lfs":false,"path":"config.json","sizeBytes":3325},{"lfs":false,"path":"configuration_k2_horizon.py","sizeBytes":3529},{"lfs":false,"path":"generation_config.json","sizeBytes":103},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":19867730736},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":17482676888},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":86861},{"lfs":false,"path":"modeling_k2_horizon.py","sizeBytes":49535},{"lfs":false,"path":"recipe.yaml","sizeBytes":218},{"lfs":true,"path":"tokenizer.json","sizeBytes":20637260},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":293}],"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":37372964387,"sizeKnown":true,"sizeLabel":"34.8 GB","sizeReason":"","declaredSizeBytes":37372964387,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":2832,"stars":7,"citations":0,"updatedAt":"2026-09-22T07:47:46.867Z","createdAt":"2026-09-22T06:50:32.512Z","version":"hf-main","upstream":{"gated":false,"repoId":"IFM/K2-Horizon-32B-FP8","private":false,"repoUrl":"https://huggingface.co/IFM/K2-Horizon-32B-FP8","disabled":false,"provider":"huggingface","repoType":"model","revision":"32954e6a79bd4982b40650e1441dfa8764580eb0","fetchedAt":"2026-09-22T06:50:32.506Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T07:47:46.867Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":8,"mirroredBytes":37371186500,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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":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":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":8,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":37372964387,"label":"34.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2832,"upstreamStars":7,"label":"2.8K 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":"IFM/K2-Horizon-32B-FP8"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/15 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: IFM/K2-Horizon-32B-FP8","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":7,"totalFiles":15},"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-ifm-k2-horizon-32b-fp8/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1729,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":19911,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/k2-horizon-32b-benchmarks.png","sizeBytes":1126133,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/k2-horizon-32b-training-loss-vs-tokens.png","sizeBytes":576832,"format":"png","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":"IFM/K2-Horizon-32B-FP8"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:44:21.887Z","evidence_url":"/api/manifests/hf-model-ifm-k2-horizon-32b-fp8"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":21075778656,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":21075778656,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ifm-k2-horizon-32b-gguf","owner":"IFM","name":"K2-Horizon-32B-GGUF","repo":"IFM/K2-Horizon-32B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: IFM/K2-Horizon-32B-GGUF · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"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":204950143806,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IFM","sourceUrl":"https://huggingface.co/IFM/K2-Horizon-32B-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","transformers","gguf","k2-horizon","32b","dense","open-weights","ifm","text-generation","en","dataset:ifm/k2-horizon-pretrain-data","dataset:ifm/k2-horizon-midtrain-data","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","ifm/k2-horizon-pretrain-data","ifm/k2-horizon-midtrain-data"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md","png"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["IFM/K2-Horizon-Pretrain-Data","IFM/K2-Horizon-Midtrain-Data"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/IFM/K2-Horizon-32B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["datasets","language","library_name","license","model_name","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en ifm/k2-horizon-pretrain-data ifm/k2-horizon-midtrain-data gguf","semanticTerms":["text-generation","transformers","llm","model","en","ifm/k2-horizon-pretrain-data","ifm/k2-horizon-midtrain-data","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2048},{"lfs":true,"path":"K2-Horizon-32B-BF16.gguf","sizeBytes":69571404896},{"lfs":true,"path":"K2-Horizon-32B-Q4_K_M.gguf","sizeBytes":21075778656},{"lfs":true,"path":"K2-Horizon-32B-Q5_0.gguf","sizeBytes":24094858336},{"lfs":true,"path":"K2-Horizon-32B-Q5_K_M.gguf","sizeBytes":24696478816},{"lfs":true,"path":"K2-Horizon-32B-Q6_K.gguf","sizeBytes":28543472736},{"lfs":true,"path":"K2-Horizon-32B-Q8_0.gguf","sizeBytes":36966425696},{"lfs":false,"path":"README.md","sizeBytes":19657},{"lfs":true,"path":"assets/k2-horizon-32b-benchmarks.png","sizeBytes":1126133},{"lfs":true,"path":"assets/k2-horizon-32b-training-loss-vs-tokens.png","sizeBytes":576832}],"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":204950143806,"sizeKnown":true,"sizeLabel":"190.9 GB","sizeReason":"","declaredSizeBytes":204950143806,"defaultDownloadBytes":21075778656,"mirrorCount":1,"downloadCount":1793,"stars":13,"citations":0,"updatedAt":"2026-09-22T16:19:54.905Z","createdAt":"2026-09-22T15:38:04.033Z","version":"hf-main","upstream":{"gated":false,"repoId":"IFM/K2-Horizon-32B-GGUF","private":false,"repoUrl":"https://huggingface.co/IFM/K2-Horizon-32B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"998f9957580bab494b529a1f8de0d0d9827e7835","fetchedAt":"2026-09-22T15:38:04.023Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T16:19:54.905Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":1,"mirroredBytes":21075778656,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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":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":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":1,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":204950143806,"label":"190.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1793,"upstreamStars":13,"label":"1.8K 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":"IFM/K2-Horizon-32B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/10 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: IFM/K2-Horizon-32B-GGUF","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":9,"totalFiles":10},"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-ifm-k2-horizon-32b-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2048,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"K2-Horizon-32B-BF16.gguf","sizeBytes":69571404896,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"K2-Horizon-32B-Q5_0.gguf","sizeBytes":24094858336,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"K2-Horizon-32B-Q5_K_M.gguf","sizeBytes":24696478816,"format":"gguf","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":"IFM/K2-Horizon-32B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:44:21.887Z","evidence_url":"/api/manifests/hf-model-ifm-k2-horizon-32b-gguf"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}