{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-30T15:21:23.731Z","namespace":"surindersinghssj","displayName":"surindersinghssj","claimed":false,"applicationStatus":null,"stats":{"artifacts":1,"publicArtifacts":1,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":13,"totalFiles":13,"downloads":3254,"stars":0,"updatedAt":"2026-09-24T09:20:17.716Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-surindersinghssj-surt-small-v3","owner":"surindersinghssj","name":"surt-small-v3","repo":"surindersinghssj/surt-small-v3","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: surindersinghssj/surt-small-v3 · 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-small"},{"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-small","field":"baseModel"}],"parameters":null,"size":{"bytes":972549154,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"surindersinghssj","sourceUrl":"https://huggingface.co/surindersinghssj/surt-small-v3","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","asr","gurbani","gurmukhi","punjabi","sehaj-path","kirtan","pa","dataset:surindersinghssj/gurbani-sehajpath","base_model:openai/whisper-small","base_model:finetune:openai/whisper-small","license:apache-2.0","model-index","endpoints_compatible","region:us"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":"openai/whisper-small","derivedFrom":"openai/whisper-small","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer","cer"],"datasets":["surindersinghssj/gurbani-sehajpath"],"paperIds":[],"repoType":"model","baseModel":"openai/whisper-small","languages":["pa"],"sourceUrl":"https://huggingface.co/surindersinghssj/surt-small-v3","evalResults":[{"task":"Sehaj Path Recitation (held-out eval)","score":"16.31","metric":"WER (step 12000, final)","verified":false},{"task":"Sehaj Path Recitation (held-out eval)","score":"5.25","metric":"CER (step 12000, final)","verified":false},{"task":"Sehaj Path Recitation (held-out eval)","score":"15.84","metric":"Best WER (step 11000)","verified":false},{"task":"Sehaj Path Recitation (held-out eval)","score":"5.15","metric":"Best CER (step 11000)","verified":false},{"task":"Kirtan (held-out eval)","score":"54.8","metric":"WER (step 12000, final)","verified":false},{"task":"Kirtan (held-out eval)","score":"28","metric":"CER (step 12000, final)","verified":false}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticTerms":["automatic-speech-recognition","transformers","llm","model","pa","surindersinghssj/gurbani-sehajpath","wer","cer","openai/whisper-small","surt-small-v3","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":8587},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":2189},{"lfs":false,"path":"generation_config.json","sizeBytes":4579},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":966995080},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":184990},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2194},{"lfs":false,"path":"tokenizer.json","sizeBytes":3931230},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2097},{"lfs":false,"path":"vocab.json","sizeBytes":835550}],"modelIndexNames":["surt-small-v3"]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":972549154,"sizeKnown":true,"sizeLabel":"927.5 MB","sizeReason":"","declaredSizeBytes":972549154,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":3254,"stars":0,"citations":0,"updatedAt":"2026-09-24T09:20:17.716Z","createdAt":"2026-06-30T02:07:05.423Z","version":"hf-main","upstream":{"gated":false,"repoId":"surindersinghssj/surt-small-v3","private":false,"repoUrl":"https://huggingface.co/surindersinghssj/surt-small-v3","disabled":false,"provider":"huggingface","repoType":"model","revision":"4a65475c6ed194194445e602129f8c94ca59366f","fetchedAt":"2026-09-24T09:18:42.893Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T09:20:17.716Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":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":13,"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":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":null,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":972549154,"label":"927.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3254,"upstreamStars":0,"label":"3.3K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"surindersinghssj/surt-small-v3"},{"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: surindersinghssj/surt-small-v3","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"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-surindersinghssj-surt-small-v3/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":8587,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"surindersinghssj/surt-small-v3"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-surindersinghssj-surt-small-v3"}},"topTypes":[{"type":"llm","count":1}],"topLicenses":[{"license":"apache-2.0","count":1}],"sourceCounts":[{"source":"huggingface","count":1}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/surindersinghssj","api":"https://huggingbay.xyz/api/publishers/surindersinghssj","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=surindersinghssj&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-surindersinghssj-surt-small-v3","owner":"surindersinghssj","name":"surt-small-v3","repo":"surindersinghssj/surt-small-v3","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: surindersinghssj/surt-small-v3 · 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-small"},{"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-small","field":"baseModel"}],"parameters":null,"size":{"bytes":972549154,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"surindersinghssj","sourceUrl":"https://huggingface.co/surindersinghssj/surt-small-v3","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","asr","gurbani","gurmukhi","punjabi","sehaj-path","kirtan","pa","dataset:surindersinghssj/gurbani-sehajpath","base_model:openai/whisper-small","base_model:finetune:openai/whisper-small","license:apache-2.0","model-index","endpoints_compatible","region:us"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":"openai/whisper-small","derivedFrom":"openai/whisper-small","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer","cer"],"datasets":["surindersinghssj/gurbani-sehajpath"],"paperIds":[],"repoType":"model","baseModel":"openai/whisper-small","languages":["pa"],"sourceUrl":"https://huggingface.co/surindersinghssj/surt-small-v3","evalResults":[{"task":"Sehaj Path Recitation (held-out eval)","score":"16.31","metric":"WER (step 12000, final)","verified":false},{"task":"Sehaj Path Recitation (held-out eval)","score":"5.25","metric":"CER (step 12000, final)","verified":false},{"task":"Sehaj Path Recitation (held-out eval)","score":"15.84","metric":"Best WER (step 11000)","verified":false},{"task":"Sehaj Path Recitation (held-out eval)","score":"5.15","metric":"Best CER (step 11000)","verified":false},{"task":"Kirtan (held-out eval)","score":"54.8","metric":"WER (step 12000, final)","verified":false},{"task":"Kirtan (held-out eval)","score":"28","metric":"CER (step 12000, final)","verified":false}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticTerms":["automatic-speech-recognition","transformers","llm","model","pa","surindersinghssj/gurbani-sehajpath","wer","cer","openai/whisper-small","surt-small-v3","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":8587},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":2189},{"lfs":false,"path":"generation_config.json","sizeBytes":4579},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":966995080},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":184990},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2194},{"lfs":false,"path":"tokenizer.json","sizeBytes":3931230},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2097},{"lfs":false,"path":"vocab.json","sizeBytes":835550}],"modelIndexNames":["surt-small-v3"]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":972549154,"sizeKnown":true,"sizeLabel":"927.5 MB","sizeReason":"","declaredSizeBytes":972549154,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":3254,"stars":0,"citations":0,"updatedAt":"2026-09-24T09:20:17.716Z","createdAt":"2026-06-30T02:07:05.423Z","version":"hf-main","upstream":{"gated":false,"repoId":"surindersinghssj/surt-small-v3","private":false,"repoUrl":"https://huggingface.co/surindersinghssj/surt-small-v3","disabled":false,"provider":"huggingface","repoType":"model","revision":"4a65475c6ed194194445e602129f8c94ca59366f","fetchedAt":"2026-09-24T09:18:42.893Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T09:20:17.716Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":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":13,"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":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":null,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":972549154,"label":"927.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3254,"upstreamStars":0,"label":"3.3K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"surindersinghssj/surt-small-v3"},{"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: surindersinghssj/surt-small-v3","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"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-surindersinghssj-surt-small-v3/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":8587,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"surindersinghssj/surt-small-v3"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-surindersinghssj-surt-small-v3"}}],"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."}}