{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T02:23:41.132Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-moorlee-qwen3-asr-0-6b-hinglish","repo":"moorlee/qwen3-asr-0.6b-hinglish","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-03T02:22:13.422Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-03T02:22:13.422Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-moorlee-qwen3-asr-0-6b-hinglish","owner":"moorlee","name":"qwen3-asr-0.6b-hinglish","repo":"moorlee/qwen3-asr-0.6b-hinglish","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: moorlee/qwen3-asr-0.6b-hinglish · 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":"Qwen/Qwen3-ASR-0.6B"},{"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":"Qwen/Qwen3-ASR-0.6B","field":"baseModel"}],"parameters":null,"size":{"bytes":1584400631,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"moorlee","sourceUrl":"https://huggingface.co/moorlee/qwen3-asr-0.6b-hinglish","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","qwen3_asr","automatic-speech-recognition","code-switching","hinglish","hindi","speech","qwen3-asr","srota","asr","english","indic","indian-languages","hi","en","dataset:shrutisingh/hiacc","dataset:openslr/hindi-english","arxiv:2601.21337","arxiv:2603.16184"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","png","txt","safetensors","jsonl"],"baseModel":"Qwen/Qwen3-ASR-0.6B","derivedFrom":"Qwen/Qwen3-ASR-0.6B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer"],"datasets":["shrutisingh/HiACC","openslr/Hindi-English"],"paperIds":["2601.21337","2603.16184"],"repoType":"model","baseModel":"Qwen/Qwen3-ASR-0.6B","languages":["hi","en"],"sourceUrl":"https://huggingface.co/moorlee/qwen3-asr-0.6b-hinglish","evalResults":[{"task":"Automatic Speech Recognition","score":"15.85","metric":"WER","verified":false,"benchmark":"HiACC (conversational Hinglish, test)"},{"task":"Automatic Speech Recognition","score":"35.06","metric":"WER","verified":false,"benchmark":"OpenSLR-104 / MUCS-2021 (tutorial Hinglish, test)"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","base_model_relation","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"automatic-speech-recognition transformers llm model hi en shrutisingh/hiacc openslr/hindi-english wer qwen/qwen3-asr-0.6b srota safetensors","semanticTerms":["automatic-speech-recognition","transformers","llm","model","hi","en","shrutisingh/hiacc","openslr/hindi-english","wer","qwen/qwen3-asr-0.6b","srota","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1634},{"lfs":false,"path":"README.md","sizeBytes":17613},{"lfs":false,"path":"added_tokens.json","sizeBytes":1566},{"lfs":false,"path":"chat_template.json","sizeBytes":1161},{"lfs":false,"path":"config.json","sizeBytes":5871},{"lfs":false,"path":"eval.json","sizeBytes":2067},{"lfs":false,"path":"figures/srota_banner.png","sizeBytes":90288},{"lfs":false,"path":"figures/srota_wer_comparison.png","sizeBytes":73601},{"lfs":true,"path":"figures/training_curves.png","sizeBytes":161353},{"lfs":false,"path":"generation_config.json","sizeBytes":131},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":1564926456},{"lfs":false,"path":"predictions_hiacc.jsonl","sizeBytes":634258},{"lfs":false,"path":"predictions_openslr.jsonl","sizeBytes":2562575},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":330},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1008},{"lfs":true,"path":"tokenizer.json","sizeBytes":11429377},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":12517},{"lfs":false,"path":"trainer_state.json","sizeBytes":30139},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":["srota"]},"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":1584400631,"sizeKnown":true,"sizeLabel":"1.5 GB","sizeReason":"","declaredSizeBytes":1584400631,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":246,"stars":1,"citations":0,"updatedAt":"2026-09-22T09:42:29.042Z","createdAt":"2026-06-30T02:28:28.730Z","version":"hf-main","upstream":{"gated":false,"repoId":"moorlee/qwen3-asr-0.6b-hinglish","private":false,"repoUrl":"https://huggingface.co/moorlee/qwen3-asr-0.6b-hinglish","disabled":false,"provider":"huggingface","repoType":"model","revision":"188ae2b61f932feb998e3b3c7a868e927a467031","fetchedAt":"2026-09-22T09:39:26.302Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-22T09:42:29.042Z","mirroredBy":"mirror-batch-worker","totalFiles":20,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_fdf6720ef1cb46bae42bfadcc9cbb5d4f3fe103e9709598fe57ca4cddc8e118a","artifactId":"hf-model-moorlee-qwen3-asr-0-6b-hinglish","representationId":"rep-dddcad668526608607809575eb4c5fe346c764a655a1fd78f16fdf5fe70971e5","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-dddcad668526608607809575eb4c5fe346c764a655a1fd78f16fdf5fe70971e5","artifactId":"hf-model-moorlee-qwen3-asr-0-6b-hinglish","format":"safetensors","source":{"provider":"huggingface","identity":"moorlee/qwen3-asr-0.6b-hinglish","revision":"188ae2b61f932feb998e3b3c7a868e927a467031","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":1566,"sha256":"sha256:de40784677cbd1843cabe5fbee078c7e042cd0b62155f0810af5a13842e5722a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5fd0b73b96ab6565ecfd2debfed4cc227202a027a546e60ff284c6210dc9e482"},{"path":"chat_template.json","role":"template","sizeBytes":1161,"sha256":"sha256:75a8cfca24f00de72d796fbfed6858fc9614ef3dabd8696684cc3bc03a9c58ff","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7fda65a64cfae3afd241ef87c9b33c81e98c6871f9dcc058bbbe66461db1a9de"},{"path":"config.json","role":"config","sizeBytes":5871,"sha256":"sha256:bb87b35c4e6a819686a531c39afe7cbce3b96beca395c02493dd2638a3c9f6af","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d734171410285197bb4fc5260a589481237f7d14f580c486f8b027ea6ffac587"},{"path":"generation_config.json","role":"config","sizeBytes":131,"sha256":"sha256:ebfc270f9b6fa54f4ff848905ee717431bf5caa03673b787a3bb425537d02e51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34040a78f82c94ef921d243fa3c0b032fa5354266ac92151ce0a4ec1099419e5"},{"path":"model.safetensors","role":"weight","sizeBytes":1564926456,"sha256":"sha256:87dfcb5780623483746dddf5121ec0f324e7bf40b1938628b0102d868eb330a0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:517069804302724c7fc1ce8cc2768c592130dd7099b1c036c4d9e11f9f035360"},{"path":"preprocessor_config.json","role":"config","sizeBytes":330,"sha256":"sha256:45e120a4eda2c20c5d7f2ea9354e63536bf35e27aa573fb7cdf78017b378770d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:40f3b79c06ef4156237d4c7f3ef08ed2eb56f03c74732fe25587f478ae639678"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":1008,"sha256":"sha256:7b376c510ccf9d88bb9bbee41dfc5052122e16e0dec1124a8d8983c59259a9f3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:66c315e55ad227411c6dca3559928daaf87b94848f5700b9ba554bc855af1f9d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11429377,"sha256":"sha256:bd2a97b55c8f7f9c328c73ee9b9178771037e9f566dfca8e238a063d41cbac92","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:752c5b9ecc8ba6f7d6eb97f33faab5f23585efe63ae714a80a6ff4376b3c0ce9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":12517,"sha256":"sha256:7f335cbd3b6f1036808e23613c1c1919f8d5570c11cb55420e5094e036f45669","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3d03d60b42ef292183d79c1aaa110160c84e728e78d2cc7b17300648f880f820"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5d7eba940fdd0c79e828b710a5679b11c5ca5156ed14a73bfbed461930743861","representationDigest":"sha256:e21fef613466187b8fe2c7b83c46b31924eee3502851a0b5ad1e22a46ec990a6","evidenceSnapshotDigest":"sha256:a190d424f7ccf95e63e12ba6c7fa76927cc45bb323b51cf0601100c100bc113c","evaluatedAt":"2026-09-22T09:42:29.537Z","authorityVersion":"sha256:99aad4a96999a33022121109ec532bccfdd6a29b24af09425096fa6b5a159546","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":20,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T02:22:13.422Z","evidence_url":"/api/manifests/hf-model-moorlee-qwen3-asr-0-6b-hinglish"}},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"blocked","hosted":false,"fileCount":20,"publicDownloadableFileCount":0,"externalFileCount":20,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1584400631,"label":"1.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":246,"upstreamStars":1,"label":"246 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"moorlee/qwen3-asr-0.6b-hinglish"},{"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: moorlee/qwen3-asr-0.6b-hinglish","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":20,"totalFiles":20},"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-moorlee-qwen3-asr-0-6b-hinglish/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"moorlee/qwen3-asr-0.6b-hinglish"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T02:22:13.422Z","evidence_url":"/api/manifests/hf-model-moorlee-qwen3-asr-0-6b-hinglish"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-moorlee-qwen3-asr-0-6b-hinglish/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-moorlee-qwen3-asr-0-6b-hinglish","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"moorlee/qwen3-asr-0.6b-hinglish"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: moorlee/qwen3-asr-0.6b-hinglish","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":20,"totalFiles":20},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-moorlee-qwen3-asr-0-6b-hinglish/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-moorlee-qwen3-asr-0-6b-hinglish","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/distribution"},"supportedClaims":["moorlee/qwen3-asr-0.6b-hinglish has 0 self-reported, unqualified Hugging Bay community reviews.","moorlee/qwen3-asr-0.6b-hinglish has 0 self-reported run claims; none qualify verification during limited availability.","moorlee/qwen3-asr-0.6b-hinglish has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-moorlee-qwen3-asr-0-6b-hinglish"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-moorlee-qwen3-asr-0-6b-hinglish/agent-bundle"}},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}