{"id":"hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","name":"vakyansh-wav2vec2-tamil-tam-250","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","wav2vec2","automatic-speech-recognition","audio","speech","ta","arxiv:2107.07402","license:mit","model-index","endpoints_compatible","deploy:azure","region:us","wer","wav2vec2 vakyansh tamil model by harveen chadha"],"task":"automatic-speech-recognition","type":"audio","evals":[{"task":"Speech Recognition","score":"53.64","metric":"Test WER","verified":false,"benchmark":"Common Voice ta"}],"owner":"Harveenchadha","stars":4,"formats":["gitattributes","md","json","bin"],"hosting":{"status":"hosted","totalFiles":13,"hostedFiles":5,"mirroredBytes":377738388,"mirroredFiles":5,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":5,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"mit","summary":"Model from Hugging Face for automatic speech recognition: Harveenchadha/vakyansh-wav2vec2-tamil-tam-250 · transformers","version":"hf-main","modality":"audio","upstream":{"gated":false,"repoId":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","private":false,"repoUrl":"https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","disabled":false,"provider":"huggingface","repoType":"model","revision":"0bd7c7d87da18a71b246ce3e543244bdba983e36","fetchedAt":"2026-10-10T09:34:49.755Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T09:34:49.755Z","revision":"0bd7c7d87da18a71b246ce3e543244bdba983e36"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"0bd7c7d","version":"hf-main","releasedAt":"2021-09-22T07:55:33.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-29T22:19:43.920Z","fileCount":13,"framework":"transformers","publisher":"Harveenchadha","sizeBytes":377739423,"sourceUrl":"https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","updatedAt":"2021-09-22T07:55:33.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for Harveenchadha/vakyansh-wav2vec2-tamil-tam-250. Task: automatic speech recognition. Library: transformers. Languages: ta. Includes 1 model-card evaluation signal. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-10T09:34:49.865Z.","Upstream License: mit. Mirror admission policy: permissive (owner policy; no license rights inferred).","Model-index metadata found for Wav2Vec2 Vakyansh Tamil Model by Harveen Chadha.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["wer"],"datasets":[],"paperIds":["2107.07402"],"repoType":"model","baseModel":"","languages":["ta"],"sourceUrl":"https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","evalResults":[{"task":"Speech Recognition","score":"53.64","metric":"Test WER","verified":false,"benchmark":"Common Voice ta"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["language","license","metrics","model-index","tags"],"semanticText":"automatic-speech-recognition transformers audio model ta wer wav2vec2 vakyansh tamil model by harveen chadha","semanticTerms":["automatic-speech-recognition","transformers","audio","model","ta","wer","wav2vec2 vakyansh tamil model by harveen chadha"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":737},{"lfs":false,"path":"README.md","sizeBytes":4366},{"lfs":false,"path":"config.json","sizeBytes":1658},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":213},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":377731607},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":85},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":181},{"lfs":false,"path":"vocab.json","sizeBytes":576}],"modelIndexNames":["Wav2Vec2 Vakyansh Tamil Model by Harveen Chadha"]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":2229088,"hostedFileCount":5,"cardCompleteness":96,"externalFileCount":8,"verificationStatus":"pending","requestedVisibility":"public","repo":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":737,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"cefbc1394f3d04a79ceecc9eb31c9fec4511b168","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2928ce2af874e48f3d38295189c28fc74941a8054fc547472d612d15b31162cf","policyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","publicationId":"hbeol_2928ce2af874e48f3d38295189c28fc74941a8054fc547472d612d15b31162cf","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":4366,"storageSizeBytes":4366,"format":"md","sha256":"4be5c6f3b1d9670deb20f95b02652a7258d632ee19d107a1858440f865be6919","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"f1eba299bb919388056a0a432c0030d9eb9e1c1e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2928ce2af874e48f3d38295189c28fc74941a8054fc547472d612d15b31162cf","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","existingObjectRegistrationId":"hbeoa_2928ce2af874e48f3d38295189c28fc74941a8054fc547472d612d15b31162cf","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_bc746cf266827ca55da08b8b032286d611d55c5f91cb68fb81b283de91167d4d","policyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","publicationId":"hbeol_bc746cf266827ca55da08b8b032286d611d55c5f91cb68fb81b283de91167d4d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":1658,"storageSizeBytes":1658,"format":"json","sha256":"295f0829fcd487b11e6441f61f3eb4650ce464675fe7e2ea4edf47635c6043c0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"84640d660b095c75f6aba1c0ac4f9262da12d0a6","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_bc746cf266827ca55da08b8b032286d611d55c5f91cb68fb81b283de91167d4d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","existingObjectRegistrationId":"hbeoa_bc746cf266827ca55da08b8b032286d611d55c5f91cb68fb81b283de91167d4d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"signed"},{"path":"preprocessor_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":213,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"8df8da1de6563b3f11638f4df5f2336f4ca94c04","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_286bad0f5fa6a612cec0630a85a4a7efd0b82b5312da5ac649cdd80d31d42de8","policyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","publicationId":"hbeol_286bad0f5fa6a612cec0630a85a4a7efd0b82b5312da5ac649cdd80d31d42de8","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"pytorch_model.bin","sizeBytes":377731607,"storageSizeBytes":377731607,"format":"bin","sha256":"00adef7dc21c04f9014807f73c21c5fa12f9284aed6a5494a72bfc42ff3e55e7","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"00adef7dc21c04f9014807f73c21c5fa12f9284aed6a5494a72bfc42ff3e55e7","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_286bad0f5fa6a612cec0630a85a4a7efd0b82b5312da5ac649cdd80d31d42de8","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","existingObjectRegistrationId":"hbeoa_286bad0f5fa6a612cec0630a85a4a7efd0b82b5312da5ac649cdd80d31d42de8","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/pytorch_model.bin","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"signed"},{"path":"special_tokens_map.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":85,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"25bc39604f72700b3b8e10bd69bb2f227157edd1","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_b5d03d8213d46145cca890f811816ba276ec128cb3fca0ed282a8f1db78f0911","policyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","publicationId":"hbeol_b5d03d8213d46145cca890f811816ba276ec128cb3fca0ed282a8f1db78f0911","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":181,"storageSizeBytes":181,"format":"json","sha256":"981c86ec4dedea9836497381a1e58b2f8cfc2f49ab6a741eaeec23bba4629930","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"94d9657079dc7dd16de16f9abeb1878e5a592f47","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_b5d03d8213d46145cca890f811816ba276ec128cb3fca0ed282a8f1db78f0911","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","existingObjectRegistrationId":"hbeoa_b5d03d8213d46145cca890f811816ba276ec128cb3fca0ed282a8f1db78f0911","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/tokenizer_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_d33b2febcc54c01dbe5380da5279e6a2d005c64fe9cf500b993aa99ab37f4e31","policyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","publicationId":"hbeol_d33b2febcc54c01dbe5380da5279e6a2d005c64fe9cf500b993aa99ab37f4e31","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"vocab.json","sizeBytes":576,"storageSizeBytes":576,"format":"json","sha256":"2fbeb261aacb85ddba3729e6dc3523882a7323fcc40b8d52f9509348952f78a5","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4fbee556e70fb8ef63e6bce2e53aed6f286dbba8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_d33b2febcc54c01dbe5380da5279e6a2d005c64fe9cf500b993aa99ab37f4e31","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:59a13a501caf44c7818177e454aafbc054a7ccbe3656af334ef63f9b922937fa","existingObjectRegistrationId":"hbeoa_d33b2febcc54c01dbe5380da5279e6a2d005c64fe9cf500b993aa99ab37f4e31","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/vocab.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"},"signature_state":"signed"}],"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":[]},"publicDownloadableFileCount":5,"publicFileCount":13,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-04T08:27:24.213Z","listedFileLowerBound":8,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":377739423,"label":"360.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2229088,"upstreamStars":4,"label":"2.2M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-file-downloads-only","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/13 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 5/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":8,"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-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":5,"totalFiles":8,"externalFiles":3,"hostedBytes":377738388,"externalBytes":1035,"lowRiskExternalFiles":3,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":3,"directMirrorExternalBytes":1035,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"special_tokens_map.json","sizeBytes":85,"risk":"low","format":"json"},{"path":"preprocessor_config.json","sizeBytes":213,"risk":"low","format":"json"},{"path":".gitattributes","sizeBytes":737,"risk":"low","format":"gitattributes"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":".gitattributes","sizeBytes":737,"risk":"low","format":"gitattributes","overFileCap":false},{"path":"preprocessor_config.json","sizeBytes":213,"risk":"low","format":"json","overFileCap":false},{"path":"special_tokens_map.json","sizeBytes":85,"risk":"low","format":"json","overFileCap":false}]},"cardDescription":"Transcribes spoken audio into text.","licenseLabel":"mit","recommendedFile":{"path":"pytorch_model.bin","fileCount":1,"selectedSizeBytes":377731607,"files":[{"path":"pytorch_model.bin","sizeBytes":377731607,"downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/pytorch_model.bin"}],"sizeBytes":377731607,"storageSizeBytes":377731607,"hosted":true,"downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/pytorch_model.bin"},"licenseClarity":{"license":"mit","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"mit","upstreamLicenseRaw":"mit","sourceUrl":"https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","upstream":{"gated":false,"repoId":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","private":false,"repoUrl":"https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","disabled":false,"provider":"huggingface","repoType":"model","revision":"0bd7c7d87da18a71b246ce3e543244bdba983e36","fetchedAt":"2026-10-10T09:34:49.755Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T09:34:49.755Z","revision":"0bd7c7d87da18a71b246ce3e543244bdba983e36"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-04T08:29:06.788Z","serveEvaluationId":"serve-dab54667c5830ed148d02abe313baba20b2f8925ee273c986c4b76dc0d3947eb","readiness":"ready","downloadReady":true,"mirroredBytes":377738388,"readinessCheckedAt":"2026-11-04T08:30:11.945Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-04T08:29:06.788Z","serveEvaluationId":"serve-dab54667c5830ed148d02abe313baba20b2f8925ee273c986c4b76dc0d3947eb","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":377738388,"readinessCheckedAt":"2026-11-04T08:29:06.788Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","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."},"hosted":true,"pageFacts":{"id":"hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","repo":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","type":"audio","purpose":"open-weights audio model for speech recognition","license":{"id":"mit","label":"mit","state":"known","url":"https://spdx.org/licenses/MIT.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"automatic-speech-recognition","label":"speech recognition"},"size":{"bytes":377739423,"label":"377.7 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 5 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":377731607,"downloadLabel":"377.7 MB","recommended":{"path":"pytorch_model.bin","fileName":"pytorch_model.bin","fileCount":1,"quant":"","bytes":377731607,"label":"377.7 MB","variants":1,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: at least 5 listed files; full count and size unknown. Full repo upstream: 377.7 MB. The recommended download, pytorch_model.bin, is 377.7 MB."},"files":{"hosted":5,"total":13,"label":"5 hosted of 13 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:4e82df160ff604f10496c541602a9d9feb1aced8a86d4bdfca3d2ab3344b487c","value":"8CjErOs_fLtMKm7dUtyC8HPUYyDgPixQNGNkAUxFt2RbD7RvajRM3I9vglLEUOJV2hZIC1tH367qsGD9d251Cg","signed_at":"2026-11-04T08:30:11.825Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (5 hosted files)","url":"/artifact/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/files"},"released":{"iso":"2026-06-29","label":"Jun 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2021-09-22","label":"Sep 22, 2021","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","repoId":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250"},"languages":["ta"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2107.07402"],"arxivIds":["2107.07402"],"sameAs":["https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","https://arxiv.org/abs/2107.07402"],"creator":{"@type":"Organization","name":"Harveenchadha","url":"https://huggingface.co/Harveenchadha","sameAs":["https://huggingface.co/Harveenchadha"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2107.07402","identifier":"arXiv:2107.07402","url":"https://arxiv.org/abs/2107.07402","sameAs":"https://doi.org/10.48550/arXiv.2107.07402"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is Harveenchadha/vakyansh-wav2vec2-tamil-tam-250?","answer":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250 is an open-weights audio model for speech recognition published by Harveenchadha, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for automatic speech recognition: Harveenchadha/vakyansh-wav2vec2-tamil-tam-250 · transformers"},{"id":"license","question":"What license does Harveenchadha/vakyansh-wav2vec2-tamil-tam-250 use, and can I use it commercially?","answer":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is Harveenchadha/vakyansh-wav2vec2-tamil-tam-250?","answer":"Hosted here: at least 5 listed files; full count and size unknown. Full repo upstream: 377.7 MB. The recommended download, pytorch_model.bin, is 377.7 MB."},{"id":"download","question":"Where can I download Harveenchadha/vakyansh-wav2vec2-tamil-tam-250?","answer":"Hosted here: at least 5 listed files; full count and size unknown. Full repo upstream: 377.7 MB. The original release is at https://huggingface.co/Harveenchadha/vakyansh-wav2vec2-tamil-tam-250."},{"id":"safety","question":"Has Harveenchadha/vakyansh-wav2vec2-tamil-tam-250 been scanned for unsafe files?","answer":"Source scan status: pending. A scan checks the files for known-bad signatures; it does not mean the model is safe. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will Harveenchadha/vakyansh-wav2vec2-tamil-tam-250 run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":{"words":"vakyansh-wav2vec2-tamil-tam-250 is an open-weights audio model for speech recognition. The primary file is pytorch_model.bin (378 MB). The primary file needs about 2 GB free for the selected file (file plus room to run it). License: MIT. The SHA-256 prefix is 00adef7dc21c. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"vakyansh-wav2vec2-tamil-tam-250 · 378 MB · ~2 GB RAM · License: MIT · SHA-256 00adef7dc21c · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","repo":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"pytorch_model.bin","fileName":"pytorch_model.bin","sha256":"00adef7dc21c04f9014807f73c21c5fa12f9284aed6a5494a72bfc42ff3e55e7","bytes":377731607,"sizeLabel":"377.7 MB","needGb":null,"downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/pytorch_model.bin"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/pytorch_model.bin","sizeLabel":"378 MB","bytes":377731607,"fileCount":1,"files":[{"path":"pytorch_model.bin","fileName":"pytorch_model.bin","sha256":"00adef7dc21c04f9014807f73c21c5fa12f9284aed6a5494a72bfc42ff3e55e7","bytes":377731607,"sizeLabel":"377.7 MB","needGb":null,"downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/pytorch_model.bin"}],"sha256":"00adef7dc21c04f9014807f73c21c5fa12f9284aed6a5494a72bfc42ff3e55e7"},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"","sizeLabel":"737 bytes","downloadUrl":null},{"path":"README.md","fileName":"README.md","sha256":"4be5c6f3b1d9670deb20f95b02652a7258d632ee19d107a1858440f865be6919","sizeLabel":"4.37 KB","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/README.md"},{"path":"config.json","fileName":"config.json","sha256":"295f0829fcd487b11e6441f61f3eb4650ce464675fe7e2ea4edf47635c6043c0","sizeLabel":"1.66 KB","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/config.json"},{"path":"preprocessor_config.json","fileName":"preprocessor_config.json","sha256":"","sizeLabel":"213 bytes","downloadUrl":null},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"","sizeLabel":"85 bytes","downloadUrl":null},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"981c86ec4dedea9836497381a1e58b2f8cfc2f49ab6a741eaeec23bba4629930","sizeLabel":"181 bytes","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/tokenizer_config.json"},{"path":"vocab.json","fileName":"vocab.json","sha256":"2fbeb261aacb85ddba3729e6dc3523882a7323fcc40b8d52f9509348952f78a5","sizeLabel":"576 bytes","downloadUrl":"/api/downloads/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250/vocab.json"}],"run":{"available":false,"reason":"non-gguf-no-one-liner-yet","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"mit","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":5,"totalFiles":13},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-04T08:30:11.952Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":377738388,"readinessCheckedAt":"2026-11-04T08:30:11.952Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-04T08:30:11.952Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"}},"canIRun":true,"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":"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":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":377739423,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"runTested":false,"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Harveenchadha/vakyansh-wav2vec2-tamil-tam-250"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250","revision":"0bd7c7d87da18a71b246ce3e543244bdba983e36","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"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.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-04T08:30:11.945Z","evidence_url":"/api/manifests/hf-model-harveenchadha-vakyansh-wav2vec2-tamil-tam-250"}}