{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-25T02:00:01.095Z","namespace":"livekit","displayName":"livekit","claimed":false,"applicationStatus":null,"stats":{"artifacts":1,"publicArtifacts":1,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":14,"totalFiles":14,"downloads":978462,"stars":147,"updatedAt":"2026-09-20T20:00:46.391Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"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-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":"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":"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","sourceUrl":"","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","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":707944533,"sizeKnown":true,"sizeLabel":"675.1 MB","sizeReason":"","declaredSizeBytes":707944533,"defaultDownloadBytes":null,"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":"unknown","mirroredAt":"2026-09-20T20:00:46.391Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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":null,"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","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":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: livekit/turn-detector","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-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"}],"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":"livekit/turn-detector"}}},"topTypes":[{"type":"llm","count":1}],"topLicenses":[{"license":"unknown","count":1}],"sourceCounts":[{"source":"huggingface","count":1}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/livekit","api":"https://huggingbay.xyz/api/publishers/livekit","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=livekit&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"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-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":"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":"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","sourceUrl":"","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","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":707944533,"sizeKnown":true,"sizeLabel":"675.1 MB","sizeReason":"","declaredSizeBytes":707944533,"defaultDownloadBytes":null,"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":"unknown","mirroredAt":"2026-09-20T20:00:46.391Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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":null,"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","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":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["Scan: passed"],"gaps":["License: unknown","Provenance: livekit/turn-detector","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-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"}],"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":"livekit/turn-detector"}}}],"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."}}