{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T17:43:16.964Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-microsoft-paza-whisper-large-v3-turbo","repo":"microsoft/paza-whisper-large-v3-turbo","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3237462721,"readinessCheckedAt":"2026-11-01T17:03:52.237Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3237462721,"readinessCheckedAt":"2026-11-01T17:03:52.237Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-microsoft-paza-whisper-large-v3-turbo","owner":"microsoft","name":"paza-whisper-large-v3-turbo","repo":"microsoft/paza-whisper-large-v3-turbo","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: microsoft/paza-whisper-large-v3-turbo · transformers","cardDescription":"Transcribes spoken audio into text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transcribing speech.","confidence":"medium","task":"automatic-speech-recognition","audience":null,"basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":6474250155,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"microsoft","sourceUrl":"https://huggingface.co/microsoft/paza-whisper-large-v3-turbo","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","whisper","automatic-speech-recognition","audio","en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca","nl","ar"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","png","txt","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca"],"sourceUrl":"https://huggingface.co/microsoft/paza-whisper-large-v3-turbo","evalResults":[],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"automatic-speech-recognition transformers audio model en zh de es ru ko fr ja pt tr pl ca safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1937},{"lfs":false,"path":"README.md","sizeBytes":19219},{"lfs":false,"path":"added_tokens.json","sizeBytes":34748},{"lfs":false,"path":"config.json","sizeBytes":1336},{"lfs":false,"path":"figures/language_distribution.png","sizeBytes":89693},{"lfs":true,"path":"figures/overall_cer_grouped_sorted.png","sizeBytes":229642},{"lfs":true,"path":"figures/overall_wer_grouped_sorted.png","sizeBytes":260747},{"lfs":true,"path":"figures/whisper_cer_comparison.png","sizeBytes":185431},{"lfs":true,"path":"figures/whisper_wer_comparison.png","sizeBytes":184116},{"lfs":false,"path":"generation_config.json","sizeBytes":2938},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":3235607008},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":340},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":3235763983},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2186},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":283738},{"lfs":false,"path":"vocab.json","sizeBytes":1036558}],"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":6474250155,"sizeKnown":true,"sizeLabel":"6.0 GB","sizeReason":"","declaredSizeBytes":6474250155,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":360,"stars":10,"citations":0,"updatedAt":"2026-09-22T23:14:19.255Z","createdAt":"2026-06-30T02:23:38.605Z","version":"hf-main","upstream":{"gated":false,"repoId":"microsoft/paza-whisper-large-v3-turbo","private":false,"repoUrl":"https://huggingface.co/microsoft/paza-whisper-large-v3-turbo","disabled":false,"provider":"huggingface","repoType":"model","revision":"8a0bd24795b298b2f3678fcd8129c0a1c2b4ee22","fetchedAt":"2026-07-29T22:23:43.910Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T23:14:19.255Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":9,"mirroredBytes":3237462721,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_8b1c230f452b369fe2af1cf76ad06b63f1dac2dc93c8c55c976e1700a0c1f95f","artifactId":"hf-model-microsoft-paza-whisper-large-v3-turbo","representationId":"rep-cb69172e2425aa8e353e8dc1d478e1a050a11a5b9544540e6d6f04513159e5df","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-cb69172e2425aa8e353e8dc1d478e1a050a11a5b9544540e6d6f04513159e5df","artifactId":"hf-model-microsoft-paza-whisper-large-v3-turbo","format":"safetensors","source":{"provider":"huggingface","identity":"microsoft/paza-whisper-large-v3-turbo","revision":"8a0bd24795b298b2f3678fcd8129c0a1c2b4ee22","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":34748,"sha256":"sha256:f857393a5af6f80864940e751fd640ba0b1e92c6a3f6c0d9860c2f661e0907ba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e3d7d8e5b61244b6e25ad77631dea1abd0f42ebf14ef920f601ebdcb1d731521"},{"path":"config.json","role":"config","sizeBytes":1336,"sha256":"sha256:527f51b170e3888ddaaefa66b77b0eeea5530f0271da54d2fef765e5fa6e39cb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5915ab1848269ccaddc0fe2ed2ee8d0d52c7220b727ffeee0451330197071afb"},{"path":"generation_config.json","role":"config","sizeBytes":2938,"sha256":"sha256:e1c51c7b9213420c65d9b7427026c365bf7f727e1e17a8d2984130502c6fdfa4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4c32c4c647b3ac9d83b2ee9fde7099e5ab7c6dc06509d271ecd346ee320431cd"},{"path":"merges.txt","role":"tokenizer","sizeBytes":493869,"sha256":"sha256:2df2990a395e35e8dfbc7511e08c12d56018d8d04691e0133e5d63b21e154dc6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fce2252e74361d54604b3d9c0e92906804ba7c35c5e36b56dc40389620e18276"},{"path":"model.safetensors","role":"weight","sizeBytes":3235607008,"sha256":"sha256:ff577f03b2c568ff0c49ff0a6c69278d996e6a95e7fde439d1dad52a67fa171e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:140b1678ad08318a8300fe3b1cf24b4f13fc2b830fa793ba0aa58655c7a46faa"},{"path":"preprocessor_config.json","role":"config","sizeBytes":340,"sha256":"sha256:7ccc62c6f2765af1f3b46c00c9b5894426835a05021c8b9c01eecb6dfb542711","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:248f1f36b3f5ff14494bfb6c378efca2d1561321b12a834091340cbde69ce17f"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2186,"sha256":"sha256:baea4ea09372eb4fca86b4e4346139fd73cb807d5087e9de0948e971739c3e74","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1733f32b2f8d456d05ee70a34e465b0bd16bcace9501aa7229ef479da4ea6249"},{"path":"tokenizer_config.json","role":"config","sizeBytes":283738,"sha256":"sha256:b66c0af7f7fbade6b98c10d9d53bd2578b51870199f1f515b1980ba46ff178b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:327db713b3c658b6f0bc559766b88a0b5a0bec91d61a24e83df0b20651e1f6b8"},{"path":"vocab.json","role":"tokenizer","sizeBytes":1036558,"sha256":"sha256:e2aa043ef015641d363d8288e7c241c85e36a5c761fb303598e0710233344387","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:554cac807f71ed1cdf4b26c59e74c8bc091d7dbb3fbd4c835a136b5635cac191"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3256e8890a6f540deb28c5679f031d68e770a6089baa15d8b9b9ac61d7c4092c","representationDigest":"sha256:53d8213d246c473ef101eb37b6b6d30fe1074eb01ee4111ca541678eed6e7014","evidenceSnapshotDigest":"sha256:3b095c9e14d743883fe5121679265af96e123927cc79ce032faa83df652f3743","evaluatedAt":"2026-09-22T23:14:19.755Z","authorityVersion":"sha256:af2b403530ff19053cf4589125062d5a42d605c20dbbb10bfcd2d1499e842579","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":18,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:03:52.237Z","evidence_url":"/api/manifests/hf-model-microsoft-paza-whisper-large-v3-turbo"}},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":18,"publicDownloadableFileCount":9,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6474250155,"label":"6.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":360,"upstreamStars":10,"label":"360 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"microsoft/paza-whisper-large-v3-turbo"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/18 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: microsoft/paza-whisper-large-v3-turbo","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":9,"totalFiles":18},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-microsoft-paza-whisper-large-v3-turbo/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"microsoft/paza-whisper-large-v3-turbo"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:03:52.237Z","evidence_url":"/api/manifests/hf-model-microsoft-paza-whisper-large-v3-turbo"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-microsoft-paza-whisper-large-v3-turbo/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-microsoft-paza-whisper-large-v3-turbo","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"microsoft/paza-whisper-large-v3-turbo"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/18 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: microsoft/paza-whisper-large-v3-turbo","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":9,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-microsoft-paza-whisper-large-v3-turbo/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-microsoft-paza-whisper-large-v3-turbo","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/distribution"},"supportedClaims":["microsoft/paza-whisper-large-v3-turbo has 0 self-reported, unqualified Hugging Bay community reviews.","microsoft/paza-whisper-large-v3-turbo has 0 self-reported run claims; none qualify verification during limited availability.","microsoft/paza-whisper-large-v3-turbo has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-microsoft-paza-whisper-large-v3-turbo"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-paza-whisper-large-v3-turbo/agent-bundle"}},"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."}}