{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T00:51:25.259Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-binant-whisper-small","repo":"binant/whisper-small","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":969985852,"readinessCheckedAt":"2026-10-29T00:44:26.040Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":969985852,"readinessCheckedAt":"2026-10-29T00:44:26.040Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-binant-whisper-small","owner":"binant","name":"whisper-small","repo":"binant/whisper-small","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: binant/whisper-small · pytorch","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":3872928558,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"binant","sourceUrl":"https://huggingface.co/binant/whisper-small","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","pytorch","tf","jax","safetensors","whisper","audio","automatic-speech-recognition","hf-asr-leaderboard","en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca"],"task":"automatic-speech-recognition","modality":"audio","framework":"pytorch","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/binant/whisper-small","evalResults":[{"task":"Automatic Speech Recognition","score":"3.432213777886737","metric":"Test WER","verified":false,"benchmark":"LibriSpeech (clean)"},{"task":"Automatic Speech Recognition","score":"7.628304527060248","metric":"Test WER","verified":false,"benchmark":"LibriSpeech (other)"},{"task":"Automatic Speech Recognition","score":"87.3","metric":"Test WER","verified":false,"benchmark":"Common Voice 11.0"},{"task":"Automatic Speech Recognition","score":"125.69809089960707","metric":"Wer","verified":false,"benchmark":"Common Voice 13.0"}],"libraryName":"pytorch","pipelineTag":"automatic-speech-recognition","cardDataKeys":["language","license","model-index","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition pytorch audio model en zh de es ru ko fr ja pt tr pl ca whisper-small safetensors","semanticTerms":["automatic-speech-recognition","pytorch","audio","model","en","zh","de","es","ru","ko","fr","ja","pt","tr","pl","ca","whisper-small","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1438},{"lfs":false,"path":"README.md","sizeBytes":20153},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":1967},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":966956827},{"lfs":false,"path":"generation_config.json","sizeBytes":3868},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":966995080},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":184990},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":967092419},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2194},{"lfs":true,"path":"tf_model.h5","sizeBytes":967489784},{"lfs":false,"path":"tokenizer.json","sizeBytes":2480466},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282683},{"lfs":false,"path":"vocab.json","sizeBytes":835550}],"modelIndexNames":["whisper-small"]},"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":3872928558,"sizeKnown":true,"sizeLabel":"3.6 GB","sizeReason":"","declaredSizeBytes":3872928558,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":132,"stars":0,"citations":0,"updatedAt":"2026-09-23T07:39:45.673Z","createdAt":"2026-06-30T03:53:24.462Z","version":"hf-main","upstream":{"gated":false,"repoId":"binant/whisper-small","private":false,"repoUrl":"https://huggingface.co/binant/whisper-small","disabled":false,"provider":"huggingface","repoType":"model","revision":"0e9b81dbb92fd332be7110106711001b6375d1e4","fetchedAt":"2026-09-23T07:38:28.097Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T07:39:45.673Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":8,"mirroredBytes":969985852,"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_d64652af7a7d848ce14c6716598343f2b49dc5e8d80e5f6dc9ed92b130dc73f4","artifactId":"hf-model-binant-whisper-small","representationId":"rep-700d971919f17e96ae14cef0de195205d7b0334c7c64f632c9a11daa08d658b7","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-700d971919f17e96ae14cef0de195205d7b0334c7c64f632c9a11daa08d658b7","artifactId":"hf-model-binant-whisper-small","format":"safetensors","source":{"provider":"huggingface","identity":"binant/whisper-small","revision":"0e9b81dbb92fd332be7110106711001b6375d1e4","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":34604,"sha256":"sha256:9715fd2243b6f06a5858b5e32950d2853f73dd5bc201aafcf76f5082a2d8acd1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:199c8d271ef41535397c5251310f971226cff67e5837b9445b4c8a995a6efaba"},{"path":"config.json","role":"config","sizeBytes":1967,"sha256":"sha256:e6a2b489da1b5aed65a8eb8d1e7466fa867ad5643a8bc138ba708bd56b2875c4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a4c526061a0805ac87fbb24165110ec5720f7fe880930aefa79adcf713befb98"},{"path":"generation_config.json","role":"config","sizeBytes":3868,"sha256":"sha256:71565b8ef50d0bf7a1193ed4bbed195b94e70c18894d81bba2f1233dcec3ab53","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b16a6fad87cec1fdefd4392c40c6d927750a3e5e5f401c9047e123c9791177f1"},{"path":"model.safetensors","role":"weight","sizeBytes":966995080,"sha256":"sha256:1d7734884874f1a1513ed9aa760a4f8e97aaa02fd6d93a3a85d27b2ae9ca596b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8d71b108ef52708734cbd9f873ecd375d0c5b942219e8223ae6737ae590549e1"},{"path":"preprocessor_config.json","role":"config","sizeBytes":184990,"sha256":"sha256:9b5cd03a36fbb8a627c64d98a5b5b126ead95a77720723944487311f0110b666","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea87db4f863be5e95566bdc01ea5550032aab10e2c2cecdaa9ce190f8405420d"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2194,"sha256":"sha256:e67ae3a0aaa99abcd9f187138e12db1f65c16a14761c50ef10eef2c174a7a691","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:31afe8ebc142783f1256a34eb7db08b8a24134dbebdcdc94f659a08a28a0d6cf"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2480466,"sha256":"sha256:27fc476bfe7f17299480be2273fc0608e4d5a99aba2ab5dec5374b4482d1a566","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7be1c3b2f546266b95b9630ea7582c5bae4f62dfbc5fbd437fa067fefc8e48a3"},{"path":"tokenizer_config.json","role":"config","sizeBytes":282683,"sha256":"sha256:2a4c4281cf9f51ac6ccc406fdc711a087afe6530f671fa7b80953edc498275ce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab3b159e404a3d2bbdb56ece4aa8ca0fb3f9d59e98a058de3f92424982fbd161"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d14edd5bae6da96789bec646c1541bd4ddf330b050c27c40da646e358d436891","representationDigest":"sha256:f407b83b04709e8294728527e4be50e12d8feaa3b30f07552bdafef8d2597c0b","evidenceSnapshotDigest":"sha256:dc3a48431b8cf9eba52570e0e81908a0668455a487c23085831934ccac52bce3","evaluatedAt":"2026-09-23T07:39:45.981Z","authorityVersion":"sha256:b036acddfb3817b2b05573d0fb651d913744e215f55a7ce2be2c2d9fa8c9f5c1","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":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:44:26.040Z","evidence_url":"/api/manifests/hf-model-binant-whisper-small"}},"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":16,"publicDownloadableFileCount":8,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3872928558,"label":"3.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":132,"upstreamStars":0,"label":"132 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":"binant/whisper-small"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/16 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: binant/whisper-small","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":8,"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-binant-whisper-small/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"binant/whisper-small"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:44:26.040Z","evidence_url":"/api/manifests/hf-model-binant-whisper-small"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-binant-whisper-small/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-binant-whisper-small","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/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":"binant/whisper-small"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/16 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: binant/whisper-small","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":8,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-binant-whisper-small/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-binant-whisper-small","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/distribution"},"supportedClaims":["binant/whisper-small has 0 self-reported, unqualified Hugging Bay community reviews.","binant/whisper-small has 0 self-reported run claims; none qualify verification during limited availability.","binant/whisper-small 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-binant-whisper-small/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-binant-whisper-small"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-binant-whisper-small/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."}}