{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-05T14:30:07.724Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h","repo":"sitwala/whisper-large-v3-turbo-anv-zul-250h","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3237435911,"readinessCheckedAt":"2026-11-05T11:30:03.534Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3237435911,"readinessCheckedAt":"2026-11-05T11:30:03.534Z","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-sitwala-whisper-large-v3-turbo-anv-zul-250h","owner":"sitwala","name":"whisper-large-v3-turbo-anv-zul-250h","repo":"sitwala/whisper-large-v3-turbo-anv-zul-250h","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: sitwala/whisper-large-v3-turbo-anv-zul-250h · 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":"baseModel","value":"openai/whisper-large-v3-turbo"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"openai/whisper-large-v3-turbo","field":"baseModel"}],"parameters":null,"size":{"bytes":3237497668,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"sitwala","sourceUrl":"https://huggingface.co/sitwala/whisper-large-v3-turbo-anv-zul-250h","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","whisper","automatic-speech-recognition","generated_from_trainer","dataset:dsfsi-anv/za-african-next-voices","base_model:openai/whisper-large-v3-turbo","base_model:finetune:openai/whisper-large-v3-turbo","license:mit","endpoints_compatible","region:us","llm","dsfsi-anv/za-african-next-voices","wer","openai/whisper-large-v3-turbo","whisper whisper-large-v3-turbo zul"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":"openai/whisper-large-v3-turbo","derivedFrom":"openai/whisper-large-v3-turbo","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["wer"],"datasets":["dsfsi-anv/za-african-next-voices"],"paperIds":[],"repoType":"model","baseModel":"openai/whisper-large-v3-turbo","languages":[],"sourceUrl":"https://huggingface.co/sitwala/whisper-large-v3-turbo-anv-zul-250h","evalResults":[],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","datasets","library_name","license","metrics","model-index","tags"],"semanticText":"automatic-speech-recognition transformers llm model dsfsi-anv/za-african-next-voices wer openai/whisper-large-v3-turbo whisper whisper-large-v3-turbo zul safetensors","semanticTerms":["automatic-speech-recognition","transformers","llm","model","dsfsi-anv/za-african-next-voices","wer","openai/whisper-large-v3-turbo","whisper whisper-large-v3-turbo zul","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1884},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"config.json","sizeBytes":1200},{"lfs":false,"path":"generation_config.json","sizeBytes":2812},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":3235581408},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":357},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2186},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282873},{"lfs":true,"path":"training_args.bin","sizeBytes":5688},{"lfs":false,"path":"vocab.json","sizeBytes":1036558}],"modelIndexNames":["Whisper whisper-large-v3-turbo zul"]},"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":3237497668,"sizeKnown":true,"sizeLabel":"3.0 GB","sizeReason":"","declaredSizeBytes":3237497668,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":92,"stars":0,"citations":0,"updatedAt":"2026-09-24T06:02:16.590Z","createdAt":"2026-09-24T05:58:52.332Z","version":"hf-main","upstream":{"gated":false,"repoId":"sitwala/whisper-large-v3-turbo-anv-zul-250h","private":false,"repoUrl":"https://huggingface.co/sitwala/whisper-large-v3-turbo-anv-zul-250h","disabled":false,"provider":"huggingface","repoType":"model","revision":"8f56c307cb14e7e8fbbfe37ffc99598949c3e6f4","fetchedAt":"2026-09-24T05:58:52.330Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T06:02:16.590Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":9,"mirroredBytes":3237435911,"mirroredFiles":9,"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_4964b0abe0520ecd9771d7b11b4e9f7555a565c309961289925799fd06064fd9","artifactId":"hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h","representationId":"rep-df4b310c7e453d98e33998b30fc2743b30889ddeca855d7051ded815b7e7e331","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-df4b310c7e453d98e33998b30fc2743b30889ddeca855d7051ded815b7e7e331","artifactId":"hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h","format":"safetensors","source":{"provider":"huggingface","identity":"sitwala/whisper-large-v3-turbo-anv-zul-250h","revision":"8f56c307cb14e7e8fbbfe37ffc99598949c3e6f4","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":34648,"sha256":"sha256:3c51f66c4c21f9e126970078f11ae77a78c74aee8df606ee9daba86e467108e0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4d983ba255e8353868e1d279c50177b6cceddce8126c52ed34fe71970a9f89ed"},{"path":"config.json","role":"config","sizeBytes":1200,"sha256":"sha256:a92338a18dccaa360f0327b635412286a63b691605718edeb5a8f6935bfea9bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f9dd2adce484cdddc312e21ee591ca9c858c0930693e81788f07d6084f68acbb"},{"path":"generation_config.json","role":"config","sizeBytes":2812,"sha256":"sha256:0b30a14de5928f4de26b6df9477f4c45bc704afeaed69a8d70aba19c8e67a48b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:684711a06d309fc041d91b59cd79606960aa4ca77f9978c628c3f59eb1aa3d63"},{"path":"merges.txt","role":"tokenizer","sizeBytes":493869,"sha256":"sha256:2df2990a395e35e8dfbc7511e08c12d56018d8d04691e0133e5d63b21e154dc6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1dc679c1f4b57651a6fa0c213ac5b37ed37c989f10980463cd44d61af2209a53"},{"path":"model.safetensors","role":"weight","sizeBytes":3235581408,"sha256":"sha256:6d540f23852bee8ad3fa6aabb68a2e0e031efc2c0bd5daf4aafdde4d97c0581d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:12ae2ebb497c321c678c1dd3a4cdea58ed360e20006e14e23d06fd5f9829f41f"},{"path":"preprocessor_config.json","role":"config","sizeBytes":357,"sha256":"sha256:654cf18d3e163b948ceaf9766da56ce0b52de265d58673cf61c9376f126bd499","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:345ff7ecdf2ee8671037c8c026a2d2acfcfc33cbde5cafad4bec70bf802b6e9c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2186,"sha256":"sha256:baea4ea09372eb4fca86b4e4346139fd73cb807d5087e9de0948e971739c3e74","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f2b310e942dc1ab513e60009523f5f39294759d0bdfa244a35d9ce9eeb02e34c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":282873,"sha256":"sha256:3c75940dfce3a294fca7041a5faff011677f1b68fa85e47511bb8cf6dccaded6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd939172c8cc90f6ef486c4014901acdf48587ada00fd6632dcf7ee503bf7cb5"},{"path":"vocab.json","role":"tokenizer","sizeBytes":1036558,"sha256":"sha256:e2aa043ef015641d363d8288e7c241c85e36a5c761fb303598e0710233344387","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:12adf1bb6d43ad2eba0376079b13ee5e726f84c926efdb45a9b613c0ddae2106"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:dfade3689fa7dc47ef34dea8ee22cdae0b326060b1c8e43608a7eb5f87d2b7d9","representationDigest":"sha256:a66e0519fab5c47b520e75af463a5a7f55e461fd3049997867e11c3bbb775db1","evidenceSnapshotDigest":"sha256:a02d8fef93e773c5b71131e7b39473219cdcd4525e6fbe6095974b19dfe37aeb","evaluatedAt":"2026-09-24T06:02:16.976Z","authorityVersion":"sha256:3e1ffe8d5837a999afdfb095116c962ee7c4f4c5c4379972e81382e81721b890","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":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-05T11:30:03.534Z","evidence_url":"/api/manifests/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h"}},"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":13,"publicDownloadableFileCount":9,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3237497668,"label":"3.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":92,"upstreamStars":0,"label":"92 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":"sitwala/whisper-large-v3-turbo-anv-zul-250h"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/13 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: sitwala/whisper-large-v3-turbo-anv-zul-250h","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":4,"totalFiles":13},"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-sitwala-whisper-large-v3-turbo-anv-zul-250h/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"sitwala/whisper-large-v3-turbo-anv-zul-250h"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-05T11:30:03.534Z","evidence_url":"/api/manifests/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h"},"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-sitwala-whisper-large-v3-turbo-anv-zul-250h/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/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":"sitwala/whisper-large-v3-turbo-anv-zul-250h"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/13 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: sitwala/whisper-large-v3-turbo-anv-zul-250h","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":4,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/distribution"},"supportedClaims":["sitwala/whisper-large-v3-turbo-anv-zul-250h has 0 self-reported, unqualified Hugging Bay community reviews.","sitwala/whisper-large-v3-turbo-anv-zul-250h has 0 self-reported run claims; none qualify verification during limited availability.","sitwala/whisper-large-v3-turbo-anv-zul-250h 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-sitwala-whisper-large-v3-turbo-anv-zul-250h/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sitwala-whisper-large-v3-turbo-anv-zul-250h/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."}}