{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-06T22:26:40.812Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft","repo":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-06T22:22:56.704Z","readinessSource":"shared-last-good","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-06T22:22:56.704Z","readinessSource":"shared-last-good","degraded":true,"stale":true},"id":"hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft","owner":"dianavdavidson","name":"whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","repo":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT · 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":"baseModel","value":"openai/whisper-medium"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"openai/whisper-medium","field":"baseModel"}],"parameters":null,"size":{"bytes":3059493798,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"dianavdavidson","sourceUrl":"https://huggingface.co/dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","whisper","automatic-speech-recognition","generated_from_trainer","base_model:openai/whisper-medium","base_model:finetune:openai/whisper-medium","license:apache-2.0","endpoints_compatible","region:us","llm","openai/whisper-medium","whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_ft"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin"],"baseModel":"openai/whisper-medium","derivedFrom":"openai/whisper-medium","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"openai/whisper-medium","languages":[],"sourceUrl":"https://huggingface.co/dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","evalResults":[],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","library_name","license","model-index","tags"],"semanticText":"automatic-speech-recognition transformers llm model openai/whisper-medium whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_ft safetensors","semanticTerms":["automatic-speech-recognition","transformers","llm","model","openai/whisper-medium","whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_ft","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":2868},{"lfs":false,"path":"config.json","sizeBytes":1277},{"lfs":false,"path":"generation_config.json","sizeBytes":4578},{"lfs":true,"path":"model.safetensors","sizeBytes":3055544304},{"lfs":false,"path":"processor_config.json","sizeBytes":409},{"lfs":false,"path":"tokenizer.json","sizeBytes":3931230},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2092},{"lfs":true,"path":"training_args.bin","sizeBytes":5521}],"modelIndexNames":["whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT"]},"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":3059493798,"sizeKnown":true,"sizeLabel":"2.8 GB","sizeReason":"","declaredSizeBytes":3059493798,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":102,"stars":0,"citations":0,"updatedAt":"2026-09-24T23:27:19.106Z","createdAt":"2026-09-24T23:23:22.615Z","version":"hf-main","upstream":{"gated":false,"repoId":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","private":false,"repoUrl":"https://huggingface.co/dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","disabled":false,"provider":"huggingface","repoType":"model","revision":"9992979e517489cb1d601a72f0008958b32933e6","fetchedAt":"2026-09-24T23:23:22.613Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-24T23:27:19.106Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_4b24d126f31bc6e923a34cb3a00fef04f7be41a5408d12295804c78ce6af01e6","artifactId":"hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft","representationId":"rep-cb22033dbd1e5075fce7ea4cab415ecd48086b8e46285ad907866ab32c6c25db","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-cb22033dbd1e5075fce7ea4cab415ecd48086b8e46285ad907866ab32c6c25db","artifactId":"hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft","format":"safetensors","source":{"provider":"huggingface","identity":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","revision":"9992979e517489cb1d601a72f0008958b32933e6","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1277,"sha256":"sha256:c0cb3eaf985e8abd3f884f5f4849c70e402cb1771afb2ae8df2e612fc83b0279","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5f3d659ddcc9075237caf8e3624c9c1f98b568102b36c70b804485515ff5f2b0"},{"path":"generation_config.json","role":"config","sizeBytes":4578,"sha256":"sha256:dd100bacca0bd1badfaf6d78ece01e7ad82a1263dcf39d895afe988222c0dba1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6221670e712d142e0dc82a98c1b258d19601aa5b990af03a6448f143ce7b3bdf"},{"path":"model.safetensors","role":"weight","sizeBytes":3055544304,"sha256":"sha256:38cbd896b21c216de4a1ee60e1aebdf4351b56e2f8fbfa5f30d20d02869c50f4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e9514e08885f6842f1dff961e3149ab0731e99e14b41dd82749859d2033cf853"},{"path":"processor_config.json","role":"config","sizeBytes":409,"sha256":"sha256:8c648fa85aafc59a07435ed751322499bd4238b819ca9200ddd2b5ba4df50e68","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:701f44e639cdbfb0deebaffca1efc20ed249134a4ef9219316530cb933525908"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3931230,"sha256":"sha256:498145f837e1244bead1ed9ab268f6f062a9b39a38181e35d25c24a1db12f8a8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c884702bab1913ba55fc93ce1796b17df45f2264b16c2eb9cbc39b55416e364f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":2092,"sha256":"sha256:21c09069a8585e0d9248c6ecf9d4c7e763feb3eda9d553aad09df8d64cb72064","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:39325e73caa0350e7c21cf3510c395b42854e0c7deaec1bffe07d16912fb3259"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:58a7494af6049bc7c1fa16f37b380df424bc306728857810e952664c1ca1dc64","representationDigest":"sha256:efa3bed3464874a13a4ccc420bf555a1c429cb25905148d7023ad474c79a96a0","evidenceSnapshotDigest":"sha256:df80693ff71f3efc3044790790cb700d3350b0655aa6756bf2fd8e9666bc091f","evaluatedAt":"2026-09-24T23:27:19.388Z","authorityVersion":"sha256:77d8920b402d5b32e0f87ee2bc75c781e19dd5c4c87da5e368e4f4f8afe15d60","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-06T22:22:56.704Z","evidence_url":"/api/manifests/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft"}},"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":"blocked","hosted":false,"fileCount":9,"publicDownloadableFileCount":0,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3059493798,"label":"2.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":102,"upstreamStars":0,"label":"102 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":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":9,"totalFiles":9},"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-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-06T22:22:56.704Z","evidence_url":"/api/manifests/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/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":"dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":9,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/distribution"},"supportedClaims":["dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT has 0 self-reported, unqualified Hugging Bay community reviews.","dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT has 0 self-reported run claims; none qualify verification during limited availability.","dianavdavidson/whisper-medium_mucs_63022_ratio_25_45_lr_1e-4_lgid_hi_hinglish_mixed_scripts_FT 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-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-dianavdavidson-whisper-medium-mucs-63022-ratio-25-45-lr-1e-4-lgid-hi-hinglish-mixed-scripts-ft/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."}}