{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-22T06:02:25.511Z","namespace":"chaoliangUNSW","displayName":"private-import bulk importer (368 campaign owners, approved 2026-10-08)","claimed":true,"applicationStatus":null,"stats":{"artifacts":5,"publicArtifacts":5,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":109,"totalFiles":109,"downloads":3794,"stars":14,"updatedAt":"2026-09-28T11:28:15.116Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"downloadReady":false,"downloadable":false,"hostedFileCount":7,"mirroredBytes":3783902426,"readinessSource":"projection","serveExplanation":{"downloadReady":false,"downloadable":false,"hostedFileCount":7,"mirroredBytes":3783902426,"readinessSource":"projection"},"id":"hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-v2-mlx-bf16","owner":"chaoliangUNSW","name":"Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","repo":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","type":"llm","summary":"Model from Hugging Face for text generation: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16 · mlx","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":"baseModel","value":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2"},{"field":"tags","value":"conversational"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","field":"baseModel"}],"parameters":null,"size":{"bytes":3784559861,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chaoliangUNSW","sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","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","mlx","safetensors","qwen3_5","decision-model","classification","calibration","qwen3.5","jev-style","single-prefill","text-generation","conversational","en","base_model:chaoliangunsw/jev-style-qwen3.5-2b-decision-v2","base_model:finetune:chaoliangunsw/jev-style-qwen3.5-2b-decision-v2","license:apache-2.0","region:us","llm","chaoliangunsw/jev-style-qwen3.5-2b-decision-v2"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","json","jinja","png","svg","py"],"baseModel":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","derivedFrom":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","languages":["en"],"sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","library_name","license","new_version","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model en chaoliangunsw/jev-style-qwen3.5-2b-decision-v2 safetensors","semanticTerms":["text-generation","mlx","llm","model","en","chaoliangunsw/jev-style-qwen3.5-2b-decision-v2","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1747},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":11002},{"lfs":false,"path":"SHA256SUMS.json","sizeBytes":3666},{"lfs":false,"path":"calibration.json","sizeBytes":362},{"lfs":false,"path":"chat_template.jinja","sizeBytes":29},{"lfs":false,"path":"config.json","sizeBytes":1908},{"lfs":false,"path":"decision_config.json","sizeBytes":499},{"lfs":false,"path":"evaluation/baseline_sensitivity.json","sizeBytes":2015},{"lfs":false,"path":"evaluation/chart_data.json","sizeBytes":4588},{"lfs":false,"path":"evaluation/data_manifest.json","sizeBytes":10680},{"lfs":false,"path":"evaluation/deployment.json","sizeBytes":501},{"lfs":false,"path":"evaluation/laya_source.json","sizeBytes":97},{"lfs":false,"path":"evaluation/laya_typed_source.json","sizeBytes":113},{"lfs":false,"path":"evaluation/packaging_verification.json","sizeBytes":338},{"lfs":false,"path":"evaluation/reference_comparison.json","sizeBytes":27042},{"lfs":true,"path":"figures/benchmark.png","sizeBytes":188910},{"lfs":false,"path":"figures/benchmark.svg","sizeBytes":22570},{"lfs":true,"path":"figures/calibration.png","sizeBytes":183790},{"lfs":false,"path":"figures/calibration.svg","sizeBytes":28967},{"lfs":true,"path":"figures/robustness.png","sizeBytes":125258},{"lfs":false,"path":"figures/robustness.svg","sizeBytes":11821},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":false,"path":"jev_mlx_client.py","sizeBytes":5397}],"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":3784559861,"sizeKnown":true,"sizeLabel":"3.5 GB","sizeReason":"","declaredSizeBytes":3784559861,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1544,"stars":0,"citations":0,"updatedAt":"2026-09-28T11:28:15.116Z","createdAt":"2026-09-28T09:42:03.819Z","version":"hf-main","upstream":{"gated":false,"repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","private":false,"repoUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","disabled":false,"provider":"huggingface","repoType":"model","revision":"f6f5d993f17f4e46af0d7828f086a16dfe0750b1","fetchedAt":"2026-09-28T09:42:03.816Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-28T11:28:15.116Z","mirroredBy":"mirror-batch-worker","totalFiles":29,"hostedFiles":7,"mirroredBytes":3783902426,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"downloadReady":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":29,"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":29,"publicDownloadableFileCount":7,"externalFileCount":29,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3784559861,"label":"3.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1544,"upstreamStars":0,"label":"1.5K 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":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/29 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: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/29 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":22,"totalFiles":29},"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-chaoliangunsw-jev-style-qwen3-5-2b-decision-v2-mlx-bf16/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1747,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":11002,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"SHA256SUMS.json","sizeBytes":3666,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"calibration.json","sizeBytes":362,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-22T05:13:47.868Z","evidence_url":"/api/manifests/hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-v2-mlx-bf16"},"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16"}}},"topTypes":[{"type":"llm","count":5}],"topLicenses":[{"license":"apache-2.0","count":5}],"sourceCounts":[{"source":"huggingface","count":5}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/chaoliangUNSW","api":"https://huggingbay.xyz/api/publishers/chaoliangUNSW","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=chaoliangUNSW&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"downloadReady":false,"downloadable":false,"hostedFileCount":7,"mirroredBytes":3783902426,"readinessSource":"projection","serveExplanation":{"downloadReady":false,"downloadable":false,"hostedFileCount":7,"mirroredBytes":3783902426,"readinessSource":"projection"},"id":"hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-v2-mlx-bf16","owner":"chaoliangUNSW","name":"Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","repo":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","type":"llm","summary":"Model from Hugging Face for text generation: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16 · mlx","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":"baseModel","value":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2"},{"field":"tags","value":"conversational"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","field":"baseModel"}],"parameters":null,"size":{"bytes":3784559861,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chaoliangUNSW","sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","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","mlx","safetensors","qwen3_5","decision-model","classification","calibration","qwen3.5","jev-style","single-prefill","text-generation","conversational","en","base_model:chaoliangunsw/jev-style-qwen3.5-2b-decision-v2","base_model:finetune:chaoliangunsw/jev-style-qwen3.5-2b-decision-v2","license:apache-2.0","region:us","llm","chaoliangunsw/jev-style-qwen3.5-2b-decision-v2"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","json","jinja","png","svg","py"],"baseModel":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","derivedFrom":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2","languages":["en"],"sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","library_name","license","new_version","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model en chaoliangunsw/jev-style-qwen3.5-2b-decision-v2 safetensors","semanticTerms":["text-generation","mlx","llm","model","en","chaoliangunsw/jev-style-qwen3.5-2b-decision-v2","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1747},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":11002},{"lfs":false,"path":"SHA256SUMS.json","sizeBytes":3666},{"lfs":false,"path":"calibration.json","sizeBytes":362},{"lfs":false,"path":"chat_template.jinja","sizeBytes":29},{"lfs":false,"path":"config.json","sizeBytes":1908},{"lfs":false,"path":"decision_config.json","sizeBytes":499},{"lfs":false,"path":"evaluation/baseline_sensitivity.json","sizeBytes":2015},{"lfs":false,"path":"evaluation/chart_data.json","sizeBytes":4588},{"lfs":false,"path":"evaluation/data_manifest.json","sizeBytes":10680},{"lfs":false,"path":"evaluation/deployment.json","sizeBytes":501},{"lfs":false,"path":"evaluation/laya_source.json","sizeBytes":97},{"lfs":false,"path":"evaluation/laya_typed_source.json","sizeBytes":113},{"lfs":false,"path":"evaluation/packaging_verification.json","sizeBytes":338},{"lfs":false,"path":"evaluation/reference_comparison.json","sizeBytes":27042},{"lfs":true,"path":"figures/benchmark.png","sizeBytes":188910},{"lfs":false,"path":"figures/benchmark.svg","sizeBytes":22570},{"lfs":true,"path":"figures/calibration.png","sizeBytes":183790},{"lfs":false,"path":"figures/calibration.svg","sizeBytes":28967},{"lfs":true,"path":"figures/robustness.png","sizeBytes":125258},{"lfs":false,"path":"figures/robustness.svg","sizeBytes":11821},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":false,"path":"jev_mlx_client.py","sizeBytes":5397}],"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":3784559861,"sizeKnown":true,"sizeLabel":"3.5 GB","sizeReason":"","declaredSizeBytes":3784559861,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1544,"stars":0,"citations":0,"updatedAt":"2026-09-28T11:28:15.116Z","createdAt":"2026-09-28T09:42:03.819Z","version":"hf-main","upstream":{"gated":false,"repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","private":false,"repoUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","disabled":false,"provider":"huggingface","repoType":"model","revision":"f6f5d993f17f4e46af0d7828f086a16dfe0750b1","fetchedAt":"2026-09-28T09:42:03.816Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-28T11:28:15.116Z","mirroredBy":"mirror-batch-worker","totalFiles":29,"hostedFiles":7,"mirroredBytes":3783902426,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"downloadReady":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":29,"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":29,"publicDownloadableFileCount":7,"externalFileCount":29,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3784559861,"label":"3.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1544,"upstreamStars":0,"label":"1.5K 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":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/29 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: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/29 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":22,"totalFiles":29},"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-chaoliangunsw-jev-style-qwen3-5-2b-decision-v2-mlx-bf16/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1747,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":11002,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"SHA256SUMS.json","sizeBytes":3666,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"calibration.json","sizeBytes":362,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-22T05:13:47.868Z","evidence_url":"/api/manifests/hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-v2-mlx-bf16"},"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16"}}},{"downloadReady":false,"downloadable":false,"hostedFileCount":1,"mirroredBytes":1312156768,"readinessSource":"projection","serveExplanation":{"downloadReady":false,"downloadable":false,"hostedFileCount":1,"mirroredBytes":1312156768,"readinessSource":"projection"},"id":"hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-gguf","owner":"chaoliangUNSW","name":"Jev-Style-Qwen3.5-2B-Decision-GGUF","repo":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF · unknown","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":"baseModel","value":"Qwen/Qwen3.5-2B-Base"},{"field":"tags","value":"conversational"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3.5-2B-Base","field":"baseModel"}],"parameters":null,"size":{"bytes":7286438679,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chaoliangUNSW","sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-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","jev-style","system-one","decision-model","calibration","classification","qwen3.5","text-generation","en","dataset:nyu-mll/glue","dataset:fancyzhx/ag_news","dataset:google/boolq","dataset:setfit/sst5","base_model:qwen/qwen3.5-2b-base","base_model:quantized:qwen/qwen3.5-2b-base","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","gguf","md","png","py"],"baseModel":"Qwen/Qwen3.5-2B-Base","derivedFrom":"Qwen/Qwen3.5-2B-Base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["nyu-mll/glue","fancyzhx/ag_news","google/boolq","SetFit/sst5"],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3.5-2B-Base","languages":["en"],"sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","license","pipeline_tag","tags"],"semanticText":"text-generation unknown llm model en nyu-mll/glue fancyzhx/ag_news google/boolq setfit/sst5 qwen/qwen3.5-2b-base gguf","semanticTerms":["text-generation","unknown","llm","model","en","nyu-mll/glue","fancyzhx/ag_news","google/boolq","setfit/sst5","qwen/qwen3.5-2b-base","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1801},{"lfs":true,"path":"Jev-Style-Qwen3.5-2B-Decision-BF16.gguf","sizeBytes":3897379936},{"lfs":true,"path":"Jev-Style-Qwen3.5-2B-Decision-Q4_K_M.gguf","sizeBytes":1312156768},{"lfs":true,"path":"Jev-Style-Qwen3.5-2B-Decision-Q8_0.gguf","sizeBytes":2076666976},{"lfs":false,"path":"README.md","sizeBytes":6716},{"lfs":true,"path":"calibration.png","sizeBytes":221921},{"lfs":false,"path":"jev_style_client.py","sizeBytes":4561}],"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":7286438679,"sizeKnown":true,"sizeLabel":"6.8 GB","sizeReason":"","declaredSizeBytes":7286438679,"defaultDownloadBytes":1312156768,"mirrorCount":1,"downloadCount":1309,"stars":6,"citations":0,"updatedAt":"2026-09-22T16:28:25.725Z","createdAt":"2026-09-22T16:26:36.444Z","version":"hf-main","upstream":{"gated":false,"repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF","private":false,"repoUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"dac528e3e918328e198b93823349804143c9b495","fetchedAt":"2026-09-22T16:26:36.442Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T16:28:25.725Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":1,"mirroredBytes":1312156768,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"downloadReady":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":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":"hosted","hosted":true,"fileCount":7,"publicDownloadableFileCount":1,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":7286438679,"label":"6.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1309,"upstreamStars":6,"label":"1.3K 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":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/7 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: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":6,"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-chaoliangunsw-jev-style-qwen3-5-2b-decision-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1801,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Jev-Style-Qwen3.5-2B-Decision-BF16.gguf","sizeBytes":3897379936,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Jev-Style-Qwen3.5-2B-Decision-Q8_0.gguf","sizeBytes":2076666976,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":6716,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-22T05:13:47.868Z","evidence_url":"/api/manifests/hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-gguf"},"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF"}}},{"downloadReady":false,"downloadable":false,"hostedFileCount":4,"mirroredBytes":3763696425,"readinessSource":"projection","serveExplanation":{"downloadReady":false,"downloadable":false,"hostedFileCount":4,"mirroredBytes":3763696425,"readinessSource":"projection"},"id":"hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-mlx-bf16","owner":"chaoliangUNSW","name":"Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","repo":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","type":"llm","summary":"Model from Hugging Face for text generation: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16 · mlx","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":"baseModel","value":"Qwen/Qwen3.5-2B-Base"},{"field":"tags","value":"conversational"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3.5-2B-Base","field":"baseModel"}],"parameters":null,"size":{"bytes":3783951602,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chaoliangUNSW","sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","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","mlx","safetensors","qwen3_5","jev-style","system-one","decision-model","calibration","classification","qwen3.5","text-generation","conversational","en","dataset:nyu-mll/glue","dataset:fancyzhx/ag_news","dataset:google/boolq","dataset:setfit/sst5","base_model:qwen/qwen3.5-2b-base","base_model:finetune:qwen/qwen3.5-2b-base","license:apache-2.0","region:us"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","png","jinja","json","py","safetensors"],"baseModel":"Qwen/Qwen3.5-2B-Base","derivedFrom":"Qwen/Qwen3.5-2B-Base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["nyu-mll/glue","fancyzhx/ag_news","google/boolq","SetFit/sst5"],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3.5-2B-Base","languages":["en"],"sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model en nyu-mll/glue fancyzhx/ag_news google/boolq setfit/sst5 qwen/qwen3.5-2b-base safetensors","semanticTerms":["text-generation","mlx","llm","model","en","nyu-mll/glue","fancyzhx/ag_news","google/boolq","setfit/sst5","qwen/qwen3.5-2b-base","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1622},{"lfs":false,"path":"README.md","sizeBytes":6538},{"lfs":true,"path":"calibration.png","sizeBytes":221921},{"lfs":false,"path":"chat_template.jinja","sizeBytes":253},{"lfs":false,"path":"config.json","sizeBytes":2420},{"lfs":false,"path":"jev_style_client.py","sizeBytes":4561},{"lfs":false,"path":"jev_style_mlx.py","sizeBytes":3186},{"lfs":true,"path":"model.safetensors","sizeBytes":3763692313},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":28024},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1439}],"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":3783951602,"sizeKnown":true,"sizeLabel":"3.5 GB","sizeReason":"","declaredSizeBytes":3783951602,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":810,"stars":2,"citations":0,"updatedAt":"2026-09-22T20:02:25.474Z","createdAt":"2026-09-22T19:56:32.298Z","version":"hf-main","upstream":{"gated":false,"repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","private":false,"repoUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","disabled":false,"provider":"huggingface","repoType":"model","revision":"69a91b6778df7d11b9e13e0f7d4c6a5aa6ad1bc5","fetchedAt":"2026-09-22T19:56:32.296Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T20:02:25.474Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":4,"mirroredBytes":3763696425,"mirroredFiles":4,"storageProvider":"gcs","hosted":true,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"downloadReady":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":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":4,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3783951602,"label":"3.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":810,"upstreamStars":2,"label":"810 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":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/10 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: chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":6,"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-chaoliangunsw-jev-style-qwen3-5-2b-decision-mlx-bf16/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1622,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":6538,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"calibration.png","sizeBytes":221921,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-22T05:13:47.868Z","evidence_url":"/api/manifests/hf-model-chaoliangunsw-jev-style-qwen3-5-2b-decision-mlx-bf16"},"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-MLX-bf16"}}},{"downloadReady":false,"downloadable":false,"hostedFileCount":1,"mirroredBytes":529296864,"readinessSource":"projection","serveExplanation":{"downloadReady":false,"downloadable":false,"hostedFileCount":1,"mirroredBytes":529296864,"readinessSource":"projection"},"id":"hf-model-chaoliangunsw-jev-style-0-8b-decision-v3-gguf","owner":"chaoliangUNSW","name":"Jev-Style-0.8B-Decision-v3-GGUF","repo":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF","type":"llm","summary":"Model from Hugging Face for text classification: chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF · gguf","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"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":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3","field":"baseModel"}],"parameters":null,"size":{"bytes":2878491486,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chaoliangUNSW","sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-0.8B-Decision-v3-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","decision-model","jev-style","system-one","calibration","long-context","multilingual","qwen3.5","llama.cpp","on-device","text-classification","en","zh","ar","bg","de","el","es","fr","hi"],"task":"text-classification","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md","sh","json","png","svg","cpp"],"baseModel":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3","derivedFrom":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3","languages":["en","zh","ar","bg","de","el","es","fr","hi","ja","ko","pt"],"sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF","evalResults":[],"libraryName":"gguf","pipelineTag":"text-classification","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-classification gguf llm model en zh ar bg de el es fr hi ja ko pt chaoliangunsw/jev-style-0.8b-decision-v3","semanticTerms":["text-classification","gguf","llm","model","en","zh","ar","bg","de","el","es","fr","hi","ja","ko","pt","chaoliangunsw/jev-style-0.8b-decision-v3"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1917},{"lfs":true,"path":"Jev-Style-0.8B-Decision-v3-F16.gguf","sizeBytes":1516744160},{"lfs":true,"path":"Jev-Style-0.8B-Decision-v3-Q4_K_M.gguf","sizeBytes":529296864},{"lfs":true,"path":"Jev-Style-0.8B-Decision-v3-Q8_0.gguf","sizeBytes":811843040},{"lfs":false,"path":"LICENSE","sizeBytes":11544},{"lfs":false,"path":"NOTICE","sizeBytes":2585},{"lfs":false,"path":"README.md","sizeBytes":9569},{"lfs":false,"path":"build_jev_score.sh","sizeBytes":1399},{"lfs":false,"path":"figures/latency.data.json","sizeBytes":1402},{"lfs":true,"path":"figures/latency.png","sizeBytes":203081},{"lfs":false,"path":"figures/latency.svg","sizeBytes":24079},{"lfs":false,"path":"figures/quantization.data.json","sizeBytes":5473},{"lfs":true,"path":"figures/quantization.png","sizeBytes":253992},{"lfs":false,"path":"figures/quantization.svg","sizeBytes":28756},{"lfs":false,"path":"jev_score.cpp","sizeBytes":18088},{"lfs":false,"path":"jev_style_decision_gguf.py","sizeBytes":28332},{"lfs":false,"path":"manifest.json","sizeBytes":3281},{"lfs":false,"path":"readout_config.json","sizeBytes":6236},{"lfs":false,"path":"release_config.json","sizeBytes":17035},{"lfs":false,"path":"requirements.txt","sizeBytes":204},{"lfs":true,"path":"tokenizer/tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer/tokenizer_config.json","sizeBytes":1124}],"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":2878491486,"sizeKnown":true,"sizeLabel":"2.7 GB","sizeReason":"","declaredSizeBytes":2878491486,"defaultDownloadBytes":529296864,"mirrorCount":1,"downloadCount":131,"stars":4,"citations":0,"updatedAt":"2026-09-25T10:05:26.983Z","createdAt":"2026-09-25T09:48:53.666Z","version":"hf-main","upstream":{"gated":false,"repoId":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF","private":false,"repoUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"b8356a83beb560cf34cbe6f9a20c2076e1b532d3","fetchedAt":"2026-09-25T09:48:53.663Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T10:05:26.983Z","mirroredBy":"mirror-batch-worker","totalFiles":22,"hostedFiles":1,"mirroredBytes":529296864,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"downloadReady":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":22,"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":22,"publicDownloadableFileCount":1,"externalFileCount":22,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2878491486,"label":"2.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":131,"upstreamStars":4,"label":"131 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":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/22 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: chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/22 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":21,"totalFiles":22},"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-chaoliangunsw-jev-style-0-8b-decision-v3-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1917,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Jev-Style-0.8B-Decision-v3-F16.gguf","sizeBytes":1516744160,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Jev-Style-0.8B-Decision-v3-Q8_0.gguf","sizeBytes":811843040,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":11544,"format":"file","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-22T05:13:47.868Z","evidence_url":"/api/manifests/hf-model-chaoliangunsw-jev-style-0-8b-decision-v3-gguf"},"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chaoliangUNSW/Jev-Style-0.8B-Decision-v3-GGUF"}}},{"downloadReady":false,"downloadable":false,"hostedFileCount":9,"mirroredBytes":3783736258,"readinessSource":"projection","serveExplanation":{"downloadReady":false,"downloadable":false,"hostedFileCount":9,"mirroredBytes":3783736258,"readinessSource":"projection"},"id":"hf-model-chaoliangunsw-jev-style-2b-decision-v3","owner":"chaoliangUNSW","name":"Jev-Style-2B-Decision-v3","repo":"chaoliangUNSW/Jev-Style-2B-Decision-v3","type":"llm","summary":"Model from Hugging Face for text classification: chaoliangUNSW/Jev-Style-2B-Decision-v3 · jev style","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"low","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3.5-2B"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3.5-2B","field":"baseModel"}],"parameters":null,"size":{"bytes":3784745099,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chaoliangUNSW","sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-2B-Decision-v3","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","jev-style","safetensors","qwen3_5_text","text-generation","decision-model","decision-making","transformers","system-one","calibration","classification","long-context","qwen3.5","on-device","llm-routing","guardrails","text-classification","base_model:qwen/qwen3.5-2b","base_model:finetune:qwen/qwen3.5-2b","license:apache-2.0","region:us"],"task":"text-classification","modality":"text","framework":"jev-style","formats":["gitattributes","md","jinja","json","png","svg","py","safetensors"],"baseModel":"Qwen/Qwen3.5-2B","derivedFrom":"Qwen/Qwen3.5-2B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3.5-2B","languages":[],"sourceUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-2B-Decision-v3","evalResults":[],"libraryName":"jev-style","pipelineTag":"text-classification","cardDataKeys":["base_model","base_model_relation","library_name","license","pipeline_tag","tags"],"semanticText":"text-classification jev-style llm model qwen/qwen3.5-2b safetensors transformers","semanticTerms":["text-classification","jev-style","llm","model","qwen/qwen3.5-2b","safetensors","transformers"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1739},{"lfs":false,"path":"LICENSE","sizeBytes":11544},{"lfs":false,"path":"NOTICE","sizeBytes":2406},{"lfs":false,"path":"README.md","sizeBytes":26205},{"lfs":false,"path":"chat_template.jinja","sizeBytes":7755},{"lfs":false,"path":"config.json","sizeBytes":1791},{"lfs":false,"path":"eval_results.json","sizeBytes":9901},{"lfs":false,"path":"figures/banner.data.json","sizeBytes":1109},{"lfs":true,"path":"figures/banner.png","sizeBytes":447467},{"lfs":false,"path":"figures/jevbench.data.json","sizeBytes":2387},{"lfs":true,"path":"figures/jevbench.png","sizeBytes":167843},{"lfs":false,"path":"figures/jevbench.svg","sizeBytes":12280},{"lfs":false,"path":"figures/zeroshot.data.json","sizeBytes":1841},{"lfs":true,"path":"figures/zeroshot.png","sizeBytes":137714},{"lfs":false,"path":"figures/zeroshot.svg","sizeBytes":13874},{"lfs":false,"path":"generation_config.json","sizeBytes":116},{"lfs":false,"path":"jev_style_decision.py","sizeBytes":41304},{"lfs":false,"path":"manifest.json","sizeBytes":6486},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":1999936744},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1763755048},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":31529},{"lfs":false,"path":"readout_config.json","sizeBytes":2031},{"lfs":false,"path":"release_config.json","sizeBytes":30558},{"lfs":false,"path":"requirements.txt","sizeBytes":272}],"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":3784745099,"sizeKnown":true,"sizeLabel":"3.5 GB","sizeReason":"","declaredSizeBytes":3784745099,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":0,"stars":2,"citations":0,"updatedAt":"2026-09-28T01:17:16.048Z","createdAt":"2026-09-28T01:13:04.619Z","version":"hf-main","upstream":{"gated":false,"repoId":"chaoliangUNSW/Jev-Style-2B-Decision-v3","private":false,"repoUrl":"https://huggingface.co/chaoliangUNSW/Jev-Style-2B-Decision-v3","disabled":false,"provider":"huggingface","repoType":"model","revision":"fbb9d676753876bb8285c725ee8c16253af45e3d","fetchedAt":"2026-09-28T01:13:04.617Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-28T01:17:16.048Z","mirroredBy":"mirror-batch-worker","totalFiles":42,"hostedFiles":9,"mirroredBytes":3783736258,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"downloadReady":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":41,"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":41,"publicDownloadableFileCount":9,"externalFileCount":41,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3784745099,"label":"3.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":0,"upstreamStars":2,"label":"no demand yet","basis":"none"},"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":"chaoliangUNSW/Jev-Style-2B-Decision-v3"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/41 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: chaoliangUNSW/Jev-Style-2B-Decision-v3","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/41 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":32,"totalFiles":41},"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-chaoliangunsw-jev-style-2b-decision-v3/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1739,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":26205,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-22T05:13:47.868Z","evidence_url":"/api/manifests/hf-model-chaoliangunsw-jev-style-2b-decision-v3"},"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chaoliangUNSW/Jev-Style-2B-Decision-v3"}}}],"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."}}