{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T04:31:05.057Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16","repo":"mlx-community/whisper-large-v3-turbo-asr-fp16","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1617012870,"readinessCheckedAt":"2026-11-03T02:47:27.926Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1617012870,"readinessCheckedAt":"2026-11-03T02:47:27.926Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16","owner":"mlx-community","name":"whisper-large-v3-turbo-asr-fp16","repo":"mlx-community/whisper-large-v3-turbo-asr-fp16","type":"llm","summary":"Model from Hugging Face for llm: mlx-community/whisper-large-v3-turbo-asr-fp16 · mlx","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":[],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":1618636172,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlx-community","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","unknown","mlx","safetensors","whisper","speech-to-text","speech-to-speech","speech","speech generation","stt","region:us","llm"],"task":"general","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"mlx","pipelineTag":"","cardDataKeys":["tags"],"semanticText":"mlx llm model safetensors","semanticTerms":["mlx","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1057},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"config.json","sizeBytes":1301},{"lfs":false,"path":"generation_config.json","sizeBytes":3772},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":1613977443},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":37633},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2186},{"lfs":false,"path":"tokenizer.json","sizeBytes":2710337},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282843},{"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":1618636172,"sizeKnown":true,"sizeLabel":"1.5 GB","sizeReason":"","declaredSizeBytes":1618636172,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":2559,"stars":6,"citations":0,"updatedAt":"2026-09-18T23:33:26.587Z","createdAt":"2026-09-18T23:30:21.531Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlx-community/whisper-large-v3-turbo-asr-fp16","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"624c19c9af5603fa73b83bce14d4aeea96156d18","fetchedAt":"2026-09-18T23:30:21.516Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T23:33:26.587Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":8,"mirroredBytes":1617012870,"mirroredFiles":8,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_c62948d83a769eda70205c486f97365a72af13fd9a3eac770322163121d6eb05","artifactId":"hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16","representationId":"rep-fd481bcc8946a57e3f1bfa7a14d4cad0b5bb7247c61e9b1f824f23309f13c782","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-fd481bcc8946a57e3f1bfa7a14d4cad0b5bb7247c61e9b1f824f23309f13c782","artifactId":"hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/whisper-large-v3-turbo-asr-fp16","revision":"624c19c9af5603fa73b83bce14d4aeea96156d18","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":34648,"sha256":"sha256:3c51f66c4c21f9e126970078f11ae77a78c74aee8df606ee9daba86e467108e0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c1e6007352aa02aabfda3418010ea8c3bff83e56b7e59925cf6c0d0783268ea4"},{"path":"config.json","role":"config","sizeBytes":1301,"sha256":"sha256:47ef28115e4b7e08c604546cc98eb1ead8ff72152cfaeb5d7bcb7ef1640a5bdd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6aaffcaa2e82abf250a9c41582075125850ce80390fcfb4886d6ce766c15b83b"},{"path":"generation_config.json","role":"config","sizeBytes":3772,"sha256":"sha256:cce11bfe3aaa6ae9e072ea2637caaec8795e68d9b67e655a5af16ee509681a4c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aef250ad936896283941a06e7cf7f313538c05753c2fbaf29bd4c3bffc4e30cb"},{"path":"model.safetensors","role":"weight","sizeBytes":1613977443,"sha256":"sha256:a76ee3af9c01b616ab7caf1eed663dceb7d68e9dc62c990dac48112db6e57e34","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2baac4b4541ecde7806261726aed14022def09e946b1c7c2122377a60baa49ab"},{"path":"preprocessor_config.json","role":"config","sizeBytes":340,"sha256":"sha256:7ccc62c6f2765af1f3b46c00c9b5894426835a05021c8b9c01eecb6dfb542711","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:187ff02664bccda1ca0a3c8d12e0b1bf96fd697aa387d2edb880de904ad35738"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2186,"sha256":"sha256:baea4ea09372eb4fca86b4e4346139fd73cb807d5087e9de0948e971739c3e74","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9c4fc22aca0992598fb70be1ea01e208b8695f9b838a01e667bb9bebf175f347"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2710337,"sha256":"sha256:297b13372ac43916285644fb9687add3cc62ee2a1adb60da3dc25cc94c1871fd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b2df031135eb6b86097317b129a434248efb0fe7f2045f485301ffb5ab40918a"},{"path":"tokenizer_config.json","role":"config","sizeBytes":282843,"sha256":"sha256:844b642c73a91359722f47b35705f7174686df33d252695d8572cf9ac03a6389","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1c6b6903a61c143a4568c8146756b746ed9fe67c2cb87f27905ad548f1edce7c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:61fd4ce5866286a610ab54ece5c72353edd639c7168660842864e37ad5d6f1de","representationDigest":"sha256:a4fa35d694ddb49816745ffcfa64afb6467ec9fe52f301ecc1b51010e581856d","evidenceSnapshotDigest":"sha256:ef8c1ba80b36c18562ca31a117d28c2e0ef0d6db8935c9617478f0f8b06cf06d","evaluatedAt":"2026-09-18T23:33:27.762Z","authorityVersion":"sha256:062330da98ee7e8beb09d6164e761a27d6276b1ef5189f43a2b495f9ebcbeca7","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T02:47:27.926Z","evidence_url":"/api/manifests/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16"}},"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":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":8,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1618636172,"label":"1.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2559,"upstreamStars":6,"label":"2.6K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"mlx-community/whisper-large-v3-turbo-asr-fp16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: mlx-community/whisper-large-v3-turbo-asr-fp16","Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlx-community/whisper-large-v3-turbo-asr-fp16"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T02:47:27.926Z","evidence_url":"/api/manifests/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"mlx-community/whisper-large-v3-turbo-asr-fp16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: mlx-community/whisper-large-v3-turbo-asr-fp16","Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/distribution"},"supportedClaims":["mlx-community/whisper-large-v3-turbo-asr-fp16 has 0 self-reported, unqualified Hugging Bay community reviews.","mlx-community/whisper-large-v3-turbo-asr-fp16 has 0 self-reported run claims; none qualify verification during limited availability.","mlx-community/whisper-large-v3-turbo-asr-fp16 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-mlx-community-whisper-large-v3-turbo-asr-fp16/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-large-v3-turbo-asr-fp16/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."}}