{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-14T05:16:50.530Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openai-whisper-medium","repo":"openai/whisper-medium","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":12227573115,"readinessCheckedAt":"2026-11-14T05:16:37.581Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":12227573115,"readinessCheckedAt":"2026-11-14T05:16:37.581Z","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."},"id":"hf-model-openai-whisper-medium","owner":"openai","name":"whisper-medium","repo":"openai/whisper-medium","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: openai/whisper-medium · 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":"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":12227573115,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"openai","sourceUrl":"https://huggingface.co/openai/whisper-medium","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","tf","jax","safetensors","whisper","automatic-speech-recognition","audio","hf-asr-leaderboard","en","zh","de","es","ru","ko","fr","ja","pt","tr","pl"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","msgpack","txt","safetensors","bin","h5"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2212.04356"],"repoType":"model","baseModel":"","languages":["en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca"],"sourceUrl":"https://huggingface.co/openai/whisper-medium","evalResults":[{"task":"Automatic Speech Recognition","score":"2.9","metric":"Test WER","verified":false,"benchmark":"LibriSpeech (clean)"},{"task":"Automatic Speech Recognition","score":"5.9","metric":"Test WER","verified":false,"benchmark":"LibriSpeech (other)"},{"task":"Automatic Speech Recognition","score":"53.87","metric":"Test WER","verified":false,"benchmark":"Common Voice 11.0"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["language","license","model-index","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model en zh de es ru ko fr ja pt tr pl ca whisper-medium safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca","whisper-medium","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1438},{"lfs":false,"path":"README.md","sizeBytes":19807},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":1991},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":3055465603},{"lfs":false,"path":"generation_config.json","sizeBytes":3755},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":3055544304},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":184990},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":3055735323},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2194},{"lfs":true,"path":"tf_model.h5","sizeBytes":3056433872},{"lfs":false,"path":"tokenizer.json","sizeBytes":2480466},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282683},{"lfs":false,"path":"vocab.json","sizeBytes":835550}],"modelIndexNames":["whisper-medium"]},"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":12227573115,"sizeKnown":true,"sizeLabel":"11.4 GB","sizeReason":"","declaredSizeBytes":12227573115,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":406246,"stars":291,"citations":0,"updatedAt":"2026-08-30T01:35:01.527Z","createdAt":"2026-06-29T22:21:12.580Z","version":"hf-main","upstream":{"gated":false,"repoId":"openai/whisper-medium","private":false,"repoUrl":"https://huggingface.co/openai/whisper-medium","disabled":false,"provider":"huggingface","repoType":"model","revision":"abdf7c39ab9d0397620ccaea8974cc764cd0953e","fetchedAt":"2026-07-29T22:22:14.907Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-08-30T01:35:01.527Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":16,"mirroredBytes":12227573115,"mirroredFiles":16,"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_2055b314ca056f24463adde9ca26cb53cbd881e5d1b6428a85df7b34a45c1f3a","artifactId":"hf-model-openai-whisper-medium","representationId":"rep-ab8d291ce6040ce634362517121bb8027448e81ed625168d822e2158a09d2dc1","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ab8d291ce6040ce634362517121bb8027448e81ed625168d822e2158a09d2dc1","artifactId":"hf-model-openai-whisper-medium","format":"safetensors","source":{"provider":"huggingface","identity":"openai/whisper-medium","revision":"abdf7c39ab9d0397620ccaea8974cc764cd0953e","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":19807,"sha256":"sha256:9786b24c89712d0fda4de8f8addda520b4a74ed46e34aaea476cbce5de050d2d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5474bada46e099d3cdccf9cf5d99bfbd0cd92e899c01fa209a5f69dc9f2bd35c"},{"path":"added_tokens.json","role":"support","sizeBytes":34604,"sha256":"sha256:9715fd2243b6f06a5858b5e32950d2853f73dd5bc201aafcf76f5082a2d8acd1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fe1c2ffd4fea84a2cc418c8c8c63e75a5fd6552ef7ad6e017cdfbb6c1da30fbc"},{"path":"config.json","role":"config","sizeBytes":1991,"sha256":"sha256:18706810eb740d1dc54d1db181358d5f8578600d0f449e51dfd4798c0223a1f5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:916fb6a1d1f916048e5d5d17d5c409146609ff77f0e7bdf257cdbd8caf47affe"},{"path":"generation_config.json","role":"config","sizeBytes":3755,"sha256":"sha256:503290bc2da3923915d96a96ab96ddaa76e7ea18fbd4c5c1822a2947c82c86db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d39313b4f9dae53f5b38d84eed32ccaba95c216c0224cbd2a9cafca98a45fce6"},{"path":"merges.txt","role":"tokenizer","sizeBytes":493869,"sha256":"sha256:2df2990a395e35e8dfbc7511e08c12d56018d8d04691e0133e5d63b21e154dc6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:22d559a2c9a65a0570cff1f4ce88c5b4a2a3ff39eb5e030e1671d5ee049f3ebd"},{"path":"model.safetensors","role":"weight","sizeBytes":3055544304,"sha256":"sha256:62f73550fa6db24b0c6f6c5962bd0dae80fa644e93cde9cd9c3792971b47fd28","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9221294c8ee7a914b0e285f1d77ee4606ef3185900bdf165a31cbb98938ee54b"},{"path":"normalizer.json","role":"support","sizeBytes":52666,"sha256":"sha256:bf1c507dc8724ca9cf9903640dacfb69dae2f00edee4f21ceba106a7392f26dd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ed7849da429f42d9353c24c6cf40495a3201c8be67da3ba4ec4296a1ea28ad38"},{"path":"preprocessor_config.json","role":"config","sizeBytes":184990,"sha256":"sha256:9b5cd03a36fbb8a627c64d98a5b5b126ead95a77720723944487311f0110b666","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7b96b144ec7841d1f86f221612818bdcb35710aeb4cae6d13062fadaf0031a8e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2194,"sha256":"sha256:e67ae3a0aaa99abcd9f187138e12db1f65c16a14761c50ef10eef2c174a7a691","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:230fb3880a46a3a044e3c1b31c96bd12803df15611d14f6f125f9a939a7f0cd0"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2480466,"sha256":"sha256:27fc476bfe7f17299480be2273fc0608e4d5a99aba2ab5dec5374b4482d1a566","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bbffb1afed011bf79759b7eab74ee41a044fe121297e6524fde8d7a44dca8fb4"},{"path":"tokenizer_config.json","role":"config","sizeBytes":282683,"sha256":"sha256:2a4c4281cf9f51ac6ccc406fdc711a087afe6530f671fa7b80953edc498275ce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2bfc82e39bcddea50ae47561e56e1af7567bf977beb04250db667be23af22120"},{"path":"vocab.json","role":"tokenizer","sizeBytes":835550,"sha256":"sha256:8f680bba319e01a653d2e8a5dbc17a9157179e0576e6ce74ce0c06356c6e24f9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dfca5304e5b7e0474dff0b28fada13746b8ee34f4bf6b052f448c121b3f2be1a"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:8723c09d1729f4c8f18a7dc8d01c1d2d464c39e0686398a16e5910ff750b0fc7","representationDigest":"sha256:6cd73326ff5f56a2663fc79436d4ef603d59e188bc49fe33acc464d216594075","evidenceSnapshotDigest":"sha256:3c1d9b1e3882e3b416c0ba046423bfcf13c048ed9233fec95b134cb77f64f7d5","evaluatedAt":"2026-08-30T01:35:02.007Z","authorityVersion":"sha256:6ffe1e6c8d308bea572611ddf0458c33e9329a0bec6493f12a287823a09166d7","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T05:16:37.581Z","evidence_url":"/api/manifests/hf-model-openai-whisper-medium"}},"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":16,"publicDownloadableFileCount":16,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":12227573115,"label":"11.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":406246,"upstreamStars":291,"label":"406K 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":"openai/whisper-medium"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"16/16 repository files hosted"},{"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: openai/whisper-medium","Scan: passed","Hosted files: 16/16 repository files hosted","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":[]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":16,"externalFiles":0,"totalFiles":16},"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-openai-whisper-medium/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"openai/whisper-medium"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T05:16:37.581Z","evidence_url":"/api/manifests/hf-model-openai-whisper-medium"},"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-openai-whisper-medium/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openai-whisper-medium","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/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":"openai/whisper-medium"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"16/16 repository files hosted"},{"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: openai/whisper-medium","Scan: passed","Hosted files: 16/16 repository files hosted","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":[]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":16,"externalFiles":0,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openai-whisper-medium/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openai-whisper-medium","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/distribution"},"supportedClaims":["openai/whisper-medium has 0 self-reported, unqualified Hugging Bay community reviews.","openai/whisper-medium has 0 self-reported run claims; none qualify verification during limited availability.","openai/whisper-medium 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-openai-whisper-medium/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openai-whisper-medium"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openai-whisper-medium/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."}}