{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-31T23:31:50.922Z","namespace":"Oriserve","displayName":"Oriserve","claimed":false,"applicationStatus":null,"stats":{"artifacts":3,"publicArtifacts":3,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":74,"totalFiles":74,"downloads":90125,"stars":36,"updatedAt":"2026-09-06T01:05:05.166Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":6180024917,"readinessCheckedAt":"2026-10-31T23:12:29.002Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":6180024917,"readinessCheckedAt":"2026-10-31T23:12:29.002Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-oriserve-whisper-hindi2hinglish-prime","owner":"Oriserve","name":"Whisper-Hindi2Hinglish-Prime","repo":"Oriserve/Whisper-Hindi2Hinglish-Prime","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: Oriserve/Whisper-Hindi2Hinglish-Prime · 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":6180898641,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Oriserve","sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Prime","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","safetensors","whisper","automatic-speech-recognition","audio","whisper-event","pytorch","hinglish","en","hi","base_model:openai/whisper-large-v3","base_model:finetune:openai/whisper-large-v3","license:apache-2.0","model-index","endpoints_compatible","deploy:azure","region:us","wer","whisper-hindi2hinglish-prime"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","wav","mp3","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","hi"],"sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Prime","evalResults":[{"task":"Automatic Speech Recognition","score":"28.6806","metric":"WER","verified":false,"benchmark":"google/fleurs"},{"task":"Automatic Speech Recognition","score":"32.4314","metric":"WER","verified":false,"benchmark":"mozilla-foundation/common_voice_20_0"},{"task":"Automatic Speech Recognition","score":"60.8224","metric":"WER","verified":false,"benchmark":"Indic-Voices"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","inference","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model en hi wer whisper-hindi2hinglish-prime safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","en","hi","wer","whisper-hindi2hinglish-prime","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":13199},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"audios/663eb653-d6b5-4fda-b5f2-9ef98adc0a61_0_1098400_1118688.wav","sizeBytes":81210},{"lfs":false,"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2417088_2444224.wav","sizeBytes":108602},{"lfs":false,"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2629072_2656224.wav","sizeBytes":108666},{"lfs":false,"path":"audios/c0faba11-27ba-4837-a2eb-ccd67be07f40_1_3185088_3227568.wav","sizeBytes":169978},{"lfs":false,"path":"audios/common_voice_hi_23796065.mp3","sizeBytes":37293},{"lfs":false,"path":"audios/common_voice_hi_40904697.mp3","sizeBytes":40005},{"lfs":false,"path":"audios/common_voice_hi_41429198.mp3","sizeBytes":48645},{"lfs":false,"path":"audios/common_voice_hi_41429259.mp3","sizeBytes":45405},{"lfs":false,"path":"audios/common_voice_hi_41666099.mp3","sizeBytes":74781},{"lfs":false,"path":"audios/f5e0178c-354c-40c9-b3a7-687c86240a77_1_1152496_1175488.wav","sizeBytes":92026},{"lfs":false,"path":"audios/f5e0178c-354c-40c9-b3a7-687c86240a77_1_2613728_2630112.wav","sizeBytes":65594},{"lfs":false,"path":"config.json","sizeBytes":1200},{"lfs":false,"path":"convert_hf2openai.json","sizeBytes":2361},{"lfs":false,"path":"generation_config.json","sizeBytes":3584},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4993448880},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1180663192},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":111598},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2040},{"lfs":false,"path":"tokenizer.json","sizeBytes":3930645}],"modelIndexNames":["Whisper-Hindi2Hinglish-Prime"]},"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":6180898641,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6180898641,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":81943,"stars":15,"citations":0,"updatedAt":"2026-09-06T01:05:05.166Z","createdAt":"2026-06-29T22:23:02.747Z","version":"hf-main","upstream":{"gated":false,"repoId":"Oriserve/Whisper-Hindi2Hinglish-Prime","private":false,"repoUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Prime","disabled":false,"provider":"huggingface","repoType":"model","revision":"4edf7b8291f950e3ac4f32bdacb38c46800e77dc","fetchedAt":"2026-07-29T22:21:29.910Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-06T01:05:05.166Z","mirroredBy":"mirror-batch-worker","totalFiles":26,"hostedFiles":14,"mirroredBytes":6180024917,"mirroredFiles":14,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":26,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":26,"publicDownloadableFileCount":14,"externalFileCount":26,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6180898641,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":81943,"upstreamStars":15,"label":"82K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Oriserve/Whisper-Hindi2Hinglish-Prime"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/26 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Oriserve/Whisper-Hindi2Hinglish-Prime","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":12,"totalFiles":26},"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-oriserve-whisper-hindi2hinglish-prime/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/663eb653-d6b5-4fda-b5f2-9ef98adc0a61_0_1098400_1118688.wav","sizeBytes":81210,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2417088_2444224.wav","sizeBytes":108602,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Oriserve/Whisper-Hindi2Hinglish-Prime"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:29.002Z","evidence_url":"/api/manifests/hf-model-oriserve-whisper-hindi2hinglish-prime"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"audio","count":3}],"topLicenses":[{"license":"apache-2.0","count":3}],"sourceCounts":[{"source":"huggingface","count":3}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/Oriserve","api":"https://huggingbay.xyz/api/publishers/Oriserve","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=Oriserve&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":6180024917,"readinessCheckedAt":"2026-10-31T23:12:29.002Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":6180024917,"readinessCheckedAt":"2026-10-31T23:12:29.002Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-oriserve-whisper-hindi2hinglish-prime","owner":"Oriserve","name":"Whisper-Hindi2Hinglish-Prime","repo":"Oriserve/Whisper-Hindi2Hinglish-Prime","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: Oriserve/Whisper-Hindi2Hinglish-Prime · 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":6180898641,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Oriserve","sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Prime","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","safetensors","whisper","automatic-speech-recognition","audio","whisper-event","pytorch","hinglish","en","hi","base_model:openai/whisper-large-v3","base_model:finetune:openai/whisper-large-v3","license:apache-2.0","model-index","endpoints_compatible","deploy:azure","region:us","wer","whisper-hindi2hinglish-prime"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","wav","mp3","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","hi"],"sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Prime","evalResults":[{"task":"Automatic Speech Recognition","score":"28.6806","metric":"WER","verified":false,"benchmark":"google/fleurs"},{"task":"Automatic Speech Recognition","score":"32.4314","metric":"WER","verified":false,"benchmark":"mozilla-foundation/common_voice_20_0"},{"task":"Automatic Speech Recognition","score":"60.8224","metric":"WER","verified":false,"benchmark":"Indic-Voices"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","inference","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model en hi wer whisper-hindi2hinglish-prime safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","en","hi","wer","whisper-hindi2hinglish-prime","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":13199},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"audios/663eb653-d6b5-4fda-b5f2-9ef98adc0a61_0_1098400_1118688.wav","sizeBytes":81210},{"lfs":false,"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2417088_2444224.wav","sizeBytes":108602},{"lfs":false,"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2629072_2656224.wav","sizeBytes":108666},{"lfs":false,"path":"audios/c0faba11-27ba-4837-a2eb-ccd67be07f40_1_3185088_3227568.wav","sizeBytes":169978},{"lfs":false,"path":"audios/common_voice_hi_23796065.mp3","sizeBytes":37293},{"lfs":false,"path":"audios/common_voice_hi_40904697.mp3","sizeBytes":40005},{"lfs":false,"path":"audios/common_voice_hi_41429198.mp3","sizeBytes":48645},{"lfs":false,"path":"audios/common_voice_hi_41429259.mp3","sizeBytes":45405},{"lfs":false,"path":"audios/common_voice_hi_41666099.mp3","sizeBytes":74781},{"lfs":false,"path":"audios/f5e0178c-354c-40c9-b3a7-687c86240a77_1_1152496_1175488.wav","sizeBytes":92026},{"lfs":false,"path":"audios/f5e0178c-354c-40c9-b3a7-687c86240a77_1_2613728_2630112.wav","sizeBytes":65594},{"lfs":false,"path":"config.json","sizeBytes":1200},{"lfs":false,"path":"convert_hf2openai.json","sizeBytes":2361},{"lfs":false,"path":"generation_config.json","sizeBytes":3584},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4993448880},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1180663192},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":111598},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2040},{"lfs":false,"path":"tokenizer.json","sizeBytes":3930645}],"modelIndexNames":["Whisper-Hindi2Hinglish-Prime"]},"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":6180898641,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6180898641,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":81943,"stars":15,"citations":0,"updatedAt":"2026-09-06T01:05:05.166Z","createdAt":"2026-06-29T22:23:02.747Z","version":"hf-main","upstream":{"gated":false,"repoId":"Oriserve/Whisper-Hindi2Hinglish-Prime","private":false,"repoUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Prime","disabled":false,"provider":"huggingface","repoType":"model","revision":"4edf7b8291f950e3ac4f32bdacb38c46800e77dc","fetchedAt":"2026-07-29T22:21:29.910Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-06T01:05:05.166Z","mirroredBy":"mirror-batch-worker","totalFiles":26,"hostedFiles":14,"mirroredBytes":6180024917,"mirroredFiles":14,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":26,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":26,"publicDownloadableFileCount":14,"externalFileCount":26,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6180898641,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":81943,"upstreamStars":15,"label":"82K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Oriserve/Whisper-Hindi2Hinglish-Prime"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/26 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Oriserve/Whisper-Hindi2Hinglish-Prime","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":12,"totalFiles":26},"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-oriserve-whisper-hindi2hinglish-prime/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/663eb653-d6b5-4fda-b5f2-9ef98adc0a61_0_1098400_1118688.wav","sizeBytes":81210,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2417088_2444224.wav","sizeBytes":108602,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Oriserve/Whisper-Hindi2Hinglish-Prime"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:29.002Z","evidence_url":"/api/manifests/hf-model-oriserve-whisper-hindi2hinglish-prime"},"lastKnownAnswer":"Ready to download"},{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T23:27:24.633Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T23:27:24.633Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-oriserve-whisper-hindi2hinglish-apex","owner":"Oriserve","name":"Whisper-Hindi2Hinglish-Apex","repo":"Oriserve/Whisper-Hindi2Hinglish-Apex","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: Oriserve/Whisper-Hindi2Hinglish-Apex · 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":1624351680,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Oriserve","sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Apex","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","safetensors","whisper","automatic-speech-recognition","audio","whisper-event","pytorch","hinglish","en","hi","base_model:openai/whisper-large-v3-turbo","base_model:finetune:openai/whisper-large-v3-turbo","license:apache-2.0","model-index","endpoints_compatible","region:us","wer","whisper-hindi2hinglish-apex"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","wav","mp3","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","hi"],"sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Apex","evalResults":[{"task":"Automatic Speech Recognition","score":"29.7869","metric":"WER","verified":false,"benchmark":"google/fleurs"},{"task":"Automatic Speech Recognition","score":"35.9587","metric":"WER","verified":false,"benchmark":"mozilla-foundation/common_voice_20_0"},{"task":"Automatic Speech Recognition","score":"47.638","metric":"WER","verified":false,"benchmark":"Indic-Voices"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","inference","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model en hi wer whisper-hindi2hinglish-apex safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","en","hi","wer","whisper-hindi2hinglish-apex","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1676},{"lfs":false,"path":"README.md","sizeBytes":12439},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"audios/663eb653-d6b5-4fda-b5f2-9ef98adc0a61_0_1098400_1118688.wav","sizeBytes":81210},{"lfs":true,"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2417088_2444224.wav","sizeBytes":108602},{"lfs":true,"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2629072_2656224.wav","sizeBytes":108666},{"lfs":true,"path":"audios/c0faba11-27ba-4837-a2eb-ccd67be07f40_1_3185088_3227568.wav","sizeBytes":169978},{"lfs":false,"path":"audios/common_voice_hi_23796065.mp3","sizeBytes":37293},{"lfs":false,"path":"audios/common_voice_hi_40904697.mp3","sizeBytes":40005},{"lfs":false,"path":"audios/common_voice_hi_41429198.mp3","sizeBytes":48645},{"lfs":false,"path":"audios/common_voice_hi_41429259.mp3","sizeBytes":45405},{"lfs":false,"path":"audios/common_voice_hi_41666099.mp3","sizeBytes":74781},{"lfs":false,"path":"audios/f5e0178c-354c-40c9-b3a7-687c86240a77_1_1152496_1175488.wav","sizeBytes":92026},{"lfs":false,"path":"audios/f5e0178c-354c-40c9-b3a7-687c86240a77_1_2613728_2630112.wav","sizeBytes":65594},{"lfs":false,"path":"config.json","sizeBytes":1194},{"lfs":false,"path":"convert_hf2openai.json","sizeBytes":2362},{"lfs":false,"path":"generation_config.json","sizeBytes":3584},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":1617825448},{"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.json","sizeBytes":3930645},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282873}],"modelIndexNames":["Whisper-Hindi2Hinglish-Apex"]},"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":1624351680,"sizeKnown":true,"sizeLabel":"1.5 GB","sizeReason":"","declaredSizeBytes":1624351680,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":6955,"stars":8,"citations":0,"updatedAt":"2026-08-07T20:13:19.936Z","createdAt":"2026-06-30T00:54:03.779Z","version":"hf-main","upstream":{"gated":false,"repoId":"Oriserve/Whisper-Hindi2Hinglish-Apex","private":false,"repoUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Apex","disabled":false,"provider":"huggingface","repoType":"model","revision":"f3214eed20b4e4d4144e739982d911f87b9cb223","fetchedAt":"2026-07-29T22:23:28.667Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-07T20:13:19.936Z","mirroredBy":"mirror-batch-worker","totalFiles":25,"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":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":24,"scope":"file-inventory-only"},"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."},"hostingStatus":"blocked","hosted":false,"fileCount":24,"publicDownloadableFileCount":0,"externalFileCount":24,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1624351680,"label":"1.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":6955,"upstreamStars":8,"label":"7.0K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Oriserve/Whisper-Hindi2Hinglish-Apex"},{"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: Oriserve/Whisper-Hindi2Hinglish-Apex","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":24,"totalFiles":24},"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-oriserve-whisper-hindi2hinglish-apex/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1676,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/663eb653-d6b5-4fda-b5f2-9ef98adc0a61_0_1098400_1118688.wav","sizeBytes":81210,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/c0637211-7384-4abc-af69-5aacf7549824_1_2417088_2444224.wav","sizeBytes":108602,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Oriserve/Whisper-Hindi2Hinglish-Apex"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:27:24.633Z","evidence_url":"/api/manifests/hf-model-oriserve-whisper-hindi2hinglish-apex"}},{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T23:21:02.672Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T23:21:02.672Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-oriserve-whisper-hindi2hinglish-swift","owner":"Oriserve","name":"Whisper-Hindi2Hinglish-Swift","repo":"Oriserve/Whisper-Hindi2Hinglish-Swift","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: Oriserve/Whisper-Hindi2Hinglish-Swift · 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":303477570,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Oriserve","sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Swift","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","safetensors","whisper","automatic-speech-recognition","audio","whisper-event","pytorch","en","hi","base_model:openai/whisper-base","base_model:finetune:openai/whisper-base","license:apache-2.0","model-index","endpoints_compatible","deploy:azure","region:us","wer","whisper-hindi2hinglish-swift"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","wav","mp3","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","hi"],"sourceUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Swift","evalResults":[{"task":"Automatic Speech Recognition","score":"35.0888","metric":"WER","verified":false,"benchmark":"google/fleurs"},{"task":"Automatic Speech Recognition","score":"38.6549","metric":"WER","verified":false,"benchmark":"mozilla-foundation/common_voice_20_0"},{"task":"Automatic Speech Recognition","score":"65.2147","metric":"WER","verified":false,"benchmark":"Indic-Voices"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","inference","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model en hi wer whisper-hindi2hinglish-swift safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","en","hi","wer","whisper-hindi2hinglish-swift","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1771},{"lfs":false,"path":"README.md","sizeBytes":12878},{"lfs":false,"path":"added_tokens.json","sizeBytes":34628},{"lfs":true,"path":"audios/09cf2547-9d09-4914-926a-cf2043549c15.wav","sizeBytes":1610554},{"lfs":false,"path":"audios/6f7df89f-91a7-4cbd-be43-af7bce71a34b.wav","sizeBytes":857146},{"lfs":true,"path":"audios/969bede5-d816-461b-9bf2-bd115e098439.wav","sizeBytes":1797178},{"lfs":true,"path":"audios/b27d49fe-fced-4a17-9887-7bfbc5d4a899.wav","sizeBytes":1105978},{"lfs":false,"path":"audios/cef43941-72c9-4d28-88dd-cb62808dc056.wav","sizeBytes":894010},{"lfs":false,"path":"audios/common_voice_hi_23796065.mp3","sizeBytes":37293},{"lfs":false,"path":"audios/common_voice_hi_40904697.mp3","sizeBytes":40005},{"lfs":false,"path":"audios/common_voice_hi_41429198.mp3","sizeBytes":48645},{"lfs":false,"path":"audios/common_voice_hi_41429259.mp3","sizeBytes":45405},{"lfs":false,"path":"audios/common_voice_hi_41666099.mp3","sizeBytes":74781},{"lfs":false,"path":"audios/f89b6428-c58a-4355-ad63-0752b69f2d30.wav","sizeBytes":760378},{"lfs":false,"path":"config.json","sizeBytes":1193},{"lfs":false,"path":"convert_hf2openai.json","sizeBytes":2361},{"lfs":false,"path":"generation_config.json","sizeBytes":3562},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":290403936},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":339},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2025},{"lfs":false,"path":"tokenizer.json","sizeBytes":3930462},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282615},{"lfs":false,"path":"vocab.json","sizeBytes":1036558}],"modelIndexNames":["Whisper-Hindi2Hinglish-Swift"]},"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":303477570,"sizeKnown":true,"sizeLabel":"289.4 MB","sizeReason":"","declaredSizeBytes":303477570,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1227,"stars":13,"citations":0,"updatedAt":"2026-08-29T06:26:44.863Z","createdAt":"2026-06-30T02:14:19.622Z","version":"hf-main","upstream":{"gated":false,"repoId":"Oriserve/Whisper-Hindi2Hinglish-Swift","private":false,"repoUrl":"https://huggingface.co/Oriserve/Whisper-Hindi2Hinglish-Swift","disabled":false,"provider":"huggingface","repoType":"model","revision":"cd0d4d013062d542569135460a79025337df1982","fetchedAt":"2026-08-29T06:21:30.869Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-29T06:26:44.863Z","mirroredBy":"mirror-batch-worker","totalFiles":24,"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":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":24,"scope":"file-inventory-only"},"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."},"hostingStatus":"blocked","hosted":false,"fileCount":24,"publicDownloadableFileCount":0,"externalFileCount":24,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":303477570,"label":"289.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1227,"upstreamStars":13,"label":"1.2K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Oriserve/Whisper-Hindi2Hinglish-Swift"},{"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: Oriserve/Whisper-Hindi2Hinglish-Swift","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":24,"totalFiles":24},"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-oriserve-whisper-hindi2hinglish-swift/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1771,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/09cf2547-9d09-4914-926a-cf2043549c15.wav","sizeBytes":1610554,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"audios/6f7df89f-91a7-4cbd-be43-af7bce71a34b.wav","sizeBytes":857146,"format":"wav","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Oriserve/Whisper-Hindi2Hinglish-Swift"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:21:02.672Z","evidence_url":"/api/manifests/hf-model-oriserve-whisper-hindi2hinglish-swift"}}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}