{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-29T13:26:20.587Z","namespace":"pipecat-ai","displayName":"pipecat-ai","claimed":false,"applicationStatus":null,"stats":{"artifacts":1,"publicArtifacts":1,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":9,"totalFiles":9,"downloads":5913,"stars":84,"updatedAt":"2026-08-29T01:04:22.853Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T11:17:57.524Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T11:17:57.524Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-pipecat-ai-smart-turn-v2","owner":"pipecat-ai","name":"smart-turn-v2","repo":"pipecat-ai/smart-turn-v2","type":"llm","summary":"Model from Hugging Face for voice activity detection: pipecat-ai/smart-turn-v2 · unknown","cardDescription":"An AI model with files and technical details to explore.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"bsd-2-clause"},{"field":"cardMetadata.license","value":"bsd-2-clause"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"bsd-2-clause","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":379173544,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"pipecat-ai","sourceUrl":"https://huggingface.co/pipecat-ai/smart-turn-v2","license":"bsd-2-clause","licenseState":"known","licenseLabel":"bsd-2-clause","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","bsd-2-clause","safetensors","wav2vec2","speech-processing","semantic-vad","multilingual","voice-activity-detection","dataset:pipecat-ai/chirp3_1","dataset:pipecat-ai/orpheus_midfiller_1","dataset:pipecat-ai/orpheus_grammar_1","dataset:pipecat-ai/orpheus_endfiller_1","dataset:pipecat-ai/human_convcollector_1","dataset:pipecat-ai/rime_2","dataset:pipecat-ai/human_5_all","license:bsd-2-clause","region:us","unknown","llm","en","fr","de"],"task":"voice-activity-detection","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"bsd-2-clause","metrics":[],"datasets":["pipecat-ai/chirp3_1","pipecat-ai/orpheus_midfiller_1","pipecat-ai/orpheus_grammar_1","pipecat-ai/orpheus_endfiller_1","pipecat-ai/human_convcollector_1","pipecat-ai/rime_2","pipecat-ai/human_5_all"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","fr","de","es","pt","zh","ja","hi","it","ko","nl","pl"],"sourceUrl":"https://huggingface.co/pipecat-ai/smart-turn-v2","evalResults":[],"libraryName":"unknown","pipelineTag":"voice-activity-detection","cardDataKeys":["datasets","languages","license","pipeline_tag","tags"],"semanticText":"voice-activity-detection unknown llm model en fr de es pt zh ja hi it ko nl pl pipecat-ai/chirp3_1 pipecat-ai/orpheus_midfiller_1 pipecat-ai/orpheus_grammar_1 pipecat-ai/orpheus_endfiller_1 pipecat-ai/human_convcollector_1 pipecat-ai/rime_2 pipecat-ai/human_5_all safetensors","semanticTerms":["voice-activity-detection","unknown","llm","model","en","fr","de","es","pt","zh","ja","hi","it","ko","nl","pl","pipecat-ai/chirp3_1","pipecat-ai/orpheus_midfiller_1","pipecat-ai/orpheus_grammar_1","pipecat-ai/orpheus_endfiller_1","pipecat-ai/human_convcollector_1","pipecat-ai/rime_2","pipecat-ai/human_5_all","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":4556},{"lfs":false,"path":"config.json","sizeBytes":2203},{"lfs":true,"path":"model.safetensors","sizeBytes":379157600},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":257},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":96},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1178},{"lfs":true,"path":"training_args.bin","sizeBytes":5777},{"lfs":false,"path":"vocab.json","sizeBytes":358}],"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":379173544,"sizeKnown":true,"sizeLabel":"361.6 MB","sizeReason":"","declaredSizeBytes":379173544,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":5913,"stars":84,"citations":0,"updatedAt":"2026-08-29T01:04:22.853Z","createdAt":"2026-06-30T01:38:58.989Z","version":"hf-main","upstream":{"gated":false,"repoId":"pipecat-ai/smart-turn-v2","private":false,"repoUrl":"https://huggingface.co/pipecat-ai/smart-turn-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"3267e96b50db03fe030b9869eb35f849a5eea1fa","fetchedAt":"2026-08-29T01:01:39.853Z","importMode":"external-catalog","licenseRaw":"bsd-2-clause"},"hosting":{"status":"blocked","mirroredAt":"2026-08-29T01:04:22.853Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"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":9,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"blocked","hosted":false,"fileCount":9,"publicDownloadableFileCount":0,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":379173544,"label":"361.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":5913,"upstreamStars":84,"label":"5.9K 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":"bsd-2-clause"},{"id":"provenance","label":"Provenance","status":"pass","detail":"pipecat-ai/smart-turn-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: bsd-2-clause","Provenance: pipecat-ai/smart-turn-v2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":9,"totalFiles":9},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-pipecat-ai-smart-turn-v2/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","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":"pipecat-ai/smart-turn-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T11:17:57.524Z","evidence_url":"/api/manifests/hf-model-pipecat-ai-smart-turn-v2"}},"topTypes":[{"type":"llm","count":1}],"topLicenses":[{"license":"bsd-2-clause","count":1}],"sourceCounts":[{"source":"huggingface","count":1}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/pipecat-ai","api":"https://huggingbay.xyz/api/publishers/pipecat-ai","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=pipecat-ai&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T11:17:57.524Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T11:17:57.524Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-pipecat-ai-smart-turn-v2","owner":"pipecat-ai","name":"smart-turn-v2","repo":"pipecat-ai/smart-turn-v2","type":"llm","summary":"Model from Hugging Face for voice activity detection: pipecat-ai/smart-turn-v2 · unknown","cardDescription":"An AI model with files and technical details to explore.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"bsd-2-clause"},{"field":"cardMetadata.license","value":"bsd-2-clause"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"bsd-2-clause","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":379173544,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"pipecat-ai","sourceUrl":"https://huggingface.co/pipecat-ai/smart-turn-v2","license":"bsd-2-clause","licenseState":"known","licenseLabel":"bsd-2-clause","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","bsd-2-clause","safetensors","wav2vec2","speech-processing","semantic-vad","multilingual","voice-activity-detection","dataset:pipecat-ai/chirp3_1","dataset:pipecat-ai/orpheus_midfiller_1","dataset:pipecat-ai/orpheus_grammar_1","dataset:pipecat-ai/orpheus_endfiller_1","dataset:pipecat-ai/human_convcollector_1","dataset:pipecat-ai/rime_2","dataset:pipecat-ai/human_5_all","license:bsd-2-clause","region:us","unknown","llm","en","fr","de"],"task":"voice-activity-detection","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"bsd-2-clause","metrics":[],"datasets":["pipecat-ai/chirp3_1","pipecat-ai/orpheus_midfiller_1","pipecat-ai/orpheus_grammar_1","pipecat-ai/orpheus_endfiller_1","pipecat-ai/human_convcollector_1","pipecat-ai/rime_2","pipecat-ai/human_5_all"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","fr","de","es","pt","zh","ja","hi","it","ko","nl","pl"],"sourceUrl":"https://huggingface.co/pipecat-ai/smart-turn-v2","evalResults":[],"libraryName":"unknown","pipelineTag":"voice-activity-detection","cardDataKeys":["datasets","languages","license","pipeline_tag","tags"],"semanticText":"voice-activity-detection unknown llm model en fr de es pt zh ja hi it ko nl pl pipecat-ai/chirp3_1 pipecat-ai/orpheus_midfiller_1 pipecat-ai/orpheus_grammar_1 pipecat-ai/orpheus_endfiller_1 pipecat-ai/human_convcollector_1 pipecat-ai/rime_2 pipecat-ai/human_5_all safetensors","semanticTerms":["voice-activity-detection","unknown","llm","model","en","fr","de","es","pt","zh","ja","hi","it","ko","nl","pl","pipecat-ai/chirp3_1","pipecat-ai/orpheus_midfiller_1","pipecat-ai/orpheus_grammar_1","pipecat-ai/orpheus_endfiller_1","pipecat-ai/human_convcollector_1","pipecat-ai/rime_2","pipecat-ai/human_5_all","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":4556},{"lfs":false,"path":"config.json","sizeBytes":2203},{"lfs":true,"path":"model.safetensors","sizeBytes":379157600},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":257},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":96},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1178},{"lfs":true,"path":"training_args.bin","sizeBytes":5777},{"lfs":false,"path":"vocab.json","sizeBytes":358}],"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":379173544,"sizeKnown":true,"sizeLabel":"361.6 MB","sizeReason":"","declaredSizeBytes":379173544,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":5913,"stars":84,"citations":0,"updatedAt":"2026-08-29T01:04:22.853Z","createdAt":"2026-06-30T01:38:58.989Z","version":"hf-main","upstream":{"gated":false,"repoId":"pipecat-ai/smart-turn-v2","private":false,"repoUrl":"https://huggingface.co/pipecat-ai/smart-turn-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"3267e96b50db03fe030b9869eb35f849a5eea1fa","fetchedAt":"2026-08-29T01:01:39.853Z","importMode":"external-catalog","licenseRaw":"bsd-2-clause"},"hosting":{"status":"blocked","mirroredAt":"2026-08-29T01:04:22.853Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"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":9,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"blocked","hosted":false,"fileCount":9,"publicDownloadableFileCount":0,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":379173544,"label":"361.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":5913,"upstreamStars":84,"label":"5.9K 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":"bsd-2-clause"},{"id":"provenance","label":"Provenance","status":"pass","detail":"pipecat-ai/smart-turn-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: bsd-2-clause","Provenance: pipecat-ai/smart-turn-v2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":9,"totalFiles":9},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-pipecat-ai-smart-turn-v2/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","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":"pipecat-ai/smart-turn-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T11:17:57.524Z","evidence_url":"/api/manifests/hf-model-pipecat-ai-smart-turn-v2"}}],"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."}}