{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T20:24:30.847Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlx-community-whisper-base-en-asr-fp16","repo":"mlx-community/whisper-base.en-asr-fp16","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":146307482,"readinessCheckedAt":"2026-10-31T20:21:08.073Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":146307482,"readinessCheckedAt":"2026-10-31T20:21:08.073Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mlx-community-whisper-base-en-asr-fp16","owner":"mlx-community","name":"whisper-base.en-asr-fp16","repo":"mlx-community/whisper-base.en-asr-fp16","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: mlx-community/whisper-base.en-asr-fp16 · mlx audio","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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"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":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":147633380,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlx-community","sourceUrl":"https://huggingface.co/mlx-community/whisper-base.en-asr-fp16","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx-audio","safetensors","whisper","audio","automatic-speech-recognition","hf-asr-leaderboard","mlx","speech-to-text","speech-to-speech","speech","speech generation","stt","en","license:apache-2.0","region:us"],"task":"automatic-speech-recognition","modality":"audio","framework":"mlx-audio","formats":["mlx","gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/mlx-community/whisper-base.en-asr-fp16","evalResults":[],"libraryName":"mlx-audio","pipelineTag":"automatic-speech-recognition","cardDataKeys":["language","library_name","license","model_name","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition mlx-audio audio model en safetensors","semanticTerms":["automatic-speech-recognition","mlx-audio","audio","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1392},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":2359},{"lfs":false,"path":"generation_config.json","sizeBytes":1531},{"lfs":false,"path":"merges.txt","sizeBytes":456318},{"lfs":true,"path":"model.safetensors","sizeBytes":143675684},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":15847},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":184990},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1830},{"lfs":false,"path":"tokenizer.json","sizeBytes":2405679},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":805},{"lfs":false,"path":"vocab.json","sizeBytes":798156}],"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":147633380,"sizeKnown":true,"sizeLabel":"140.8 MB","sizeReason":"","declaredSizeBytes":147633380,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":81,"stars":0,"citations":0,"updatedAt":"2026-09-24T15:01:33.644Z","createdAt":"2026-09-24T15:00:35.716Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlx-community/whisper-base.en-asr-fp16","private":false,"repoUrl":"https://huggingface.co/mlx-community/whisper-base.en-asr-fp16","disabled":false,"provider":"huggingface","repoType":"model","revision":"6f6b1006303f42201017eb63df3515512e14fe23","fetchedAt":"2026-09-24T15:00:35.710Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T15:01:33.644Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":8,"mirroredBytes":146307482,"mirroredFiles":8,"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_d17f7a1a19cde103edb7b100c5716ca28c3394c5c0e21976efed9a0cf7152eb9","artifactId":"hf-model-mlx-community-whisper-base-en-asr-fp16","representationId":"rep-9cdd4d47ba843466216d7eefbb2232691e6d98b717c7c4b08c4b3727d081c5ac","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9cdd4d47ba843466216d7eefbb2232691e6d98b717c7c4b08c4b3727d081c5ac","artifactId":"hf-model-mlx-community-whisper-base-en-asr-fp16","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/whisper-base.en-asr-fp16","revision":"6f6b1006303f42201017eb63df3515512e14fe23","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":34604,"sha256":"sha256:560be47bea388757f8d4cc185c5d82067426cbb6361e38016dd90ddc01ab203a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:af21f4bcb54104fbd62705d70fa9254230234ed841b8f88bca6be6ccb138badf"},{"path":"config.json","role":"config","sizeBytes":2359,"sha256":"sha256:011d6be9eb4580121c32197aac7166beef6f5678bcf2fc8d34602b272471d920","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0c28d841d2e18f2a7e8ed6dfe576683c0522add3430e67c2bfef7e17db7e7ea1"},{"path":"generation_config.json","role":"config","sizeBytes":1531,"sha256":"sha256:c5750f05d94777579e00ce26ef65e5d87c108439f90e3ac519df2587b9d5d41f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3ca0ede20d620f1b385dc096e50f3b050a22d920e4cb50ac2d2b0c04255ea5d5"},{"path":"model.safetensors","role":"weight","sizeBytes":143675684,"sha256":"sha256:506bc6f93d17a214e74e0cb2d7f74841759825f070c5c6ed198a2b4e52113fd1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ed4abf9fa8713659cf2054151f961972c0c08a16096cac2073751527bc07723b"},{"path":"preprocessor_config.json","role":"config","sizeBytes":184990,"sha256":"sha256:9b5cd03a36fbb8a627c64d98a5b5b126ead95a77720723944487311f0110b666","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4dabcb5a551fa1f336dc5aaaa24650475ed3fed6ff6e6327522ac3da739638de"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":1830,"sha256":"sha256:014f8f802366ed818919550be0ad9e35907327cb9e142e8aaa102420f460bda8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:75f8c6d3b85b47a4f486b8ce3a2d849d454428bb55e538d1a6723c33d8d618b7"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2405679,"sha256":"sha256:5eb60cec1e77aeeb6869a2bb5a8e01a84c3fe5d072d75369343021fe6f5310d0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8a21e34baf13c7c3a121af1a0a3109ef26c0c192a40ab1bf0a9d5236a8356e07"},{"path":"tokenizer_config.json","role":"config","sizeBytes":805,"sha256":"sha256:14f84bdf4b9ecdbd4738ddc81c17a1baedfc02bb93c6e049c951e15a1b40b70d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8a671eaa4d86f98c17560bd214529e49e37366035c9e3bfb3f665e7ad2aa6fa"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:089a67412c137c7ca763d52c8973bef32c010878dfc402ae4d8d81409df26c9a","representationDigest":"sha256:1c7f764581aeb26cf3b9622d6715af7ec1668d47aeec81b3a7362ea1fa63519c","evidenceSnapshotDigest":"sha256:4649ebdcff7b3cd2cc172c2b07eacfbdedad510efc35466ba74a0871a67aa1c6","evaluatedAt":"2026-09-24T15:01:33.952Z","authorityVersion":"sha256:32a2d4b23007b89d52de9fe73ba0e3504b46a9dc7f81854007407bba0b148f75","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":"2026-10-31T20:21:08.073Z","evidence_url":"/api/manifests/hf-model-mlx-community-whisper-base-en-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":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":8,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":147633380,"label":"140.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":81,"upstreamStars":0,"label":"81 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mlx-community/whisper-base.en-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":["License: apache-2.0","Provenance: mlx-community/whisper-base.en-asr-fp16","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["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":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-mlx-community-whisper-base-en-asr-fp16/mirrors"}},"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-base.en-asr-fp16"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T20:21:08.073Z","evidence_url":"/api/manifests/hf-model-mlx-community-whisper-base-en-asr-fp16"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mlx-community-whisper-base-en-asr-fp16/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-whisper-base-en-asr-fp16","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-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":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mlx-community/whisper-base.en-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":["License: apache-2.0","Provenance: mlx-community/whisper-base.en-asr-fp16","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["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-base-en-asr-fp16/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-whisper-base-en-asr-fp16","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/distribution"},"supportedClaims":["mlx-community/whisper-base.en-asr-fp16 has 0 self-reported, unqualified Hugging Bay community reviews.","mlx-community/whisper-base.en-asr-fp16 has 0 self-reported run claims; none qualify verification during limited availability.","mlx-community/whisper-base.en-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-base-en-asr-fp16/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-asr-fp16/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-whisper-base-en-asr-fp16"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-whisper-base-en-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."}}