{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T22:38:42.969Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlx-community-parakeet-tdt-0-6b-v2","repo":"mlx-community/parakeet-tdt-0.6b-v2","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T22:23:15.845Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T22:23:15.845Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mlx-community-parakeet-tdt-0-6b-v2","owner":"mlx-community","name":"parakeet-tdt-0.6b-v2","repo":"mlx-community/parakeet-tdt-0.6b-v2","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: mlx-community/parakeet-tdt-0.6b-v2 · mlx","cardDescription":"Turns recorded speech into written 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":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"baseModel","value":"nvidia/parakeet-tdt-0.6b-v2"},{"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":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"nvidia/parakeet-tdt-0.6b-v2","field":"baseModel"}],"parameters":null,"size":{"bytes":2471865399,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlx-community","sourceUrl":"https://huggingface.co/mlx-community/parakeet-tdt-0.6b-v2","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","mlx","safetensors","automatic-speech-recognition","speech","audio","fastconformer","conformer","parakeet","base_model:nvidia/parakeet-tdt-0.6b-v2","base_model:finetune:nvidia/parakeet-tdt-0.6b-v2","license:cc-by-4.0","region:us","nvidia/parakeet-tdt-0.6b-v2"],"task":"automatic-speech-recognition","modality":"audio","framework":"mlx","formats":["mlx","gitattributes","md","json","safetensors","model","vocab","txt"],"baseModel":"nvidia/parakeet-tdt-0.6b-v2","derivedFrom":"nvidia/parakeet-tdt-0.6b-v2","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"nvidia/parakeet-tdt-0.6b-v2","languages":[],"sourceUrl":"https://huggingface.co/mlx-community/parakeet-tdt-0.6b-v2","evalResults":[],"libraryName":"mlx","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"automatic-speech-recognition mlx audio model nvidia/parakeet-tdt-0.6b-v2 safetensors","semanticTerms":["automatic-speech-recognition","mlx","audio","model","nvidia/parakeet-tdt-0.6b-v2","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":945},{"lfs":false,"path":"config.json","sizeBytes":36176},{"lfs":true,"path":"model.safetensors","sizeBytes":2471559904},{"lfs":true,"path":"tokenizer.model","sizeBytes":251396},{"lfs":false,"path":"tokenizer.vocab","sizeBytes":10393},{"lfs":false,"path":"vocab.txt","sizeBytes":5066}],"modelIndexNames":[]},"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":2471865399,"sizeKnown":true,"sizeLabel":"2.3 GB","sizeReason":"","declaredSizeBytes":2471865399,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1222256,"stars":46,"citations":0,"updatedAt":"2026-09-18T05:05:55.552Z","createdAt":"2026-06-29T22:20:07.741Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlx-community/parakeet-tdt-0.6b-v2","private":false,"repoUrl":"https://huggingface.co/mlx-community/parakeet-tdt-0.6b-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"8ae155301e23d820d82aa60d24817c900e69e487","fetchedAt":"2026-08-28T01:36:54.943Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-18T05:05:55.552Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"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_98316ad3a0e322cedf896233af1cf5296297331421e8e618f46fca49e638209d","artifactId":"hf-model-mlx-community-parakeet-tdt-0-6b-v2","representationId":"rep-0a6ce8260f0c93dcf2f3fd4108831e7ee9623b880f1ab2db954ac25bec496b5b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0a6ce8260f0c93dcf2f3fd4108831e7ee9623b880f1ab2db954ac25bec496b5b","artifactId":"hf-model-mlx-community-parakeet-tdt-0-6b-v2","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/parakeet-tdt-0.6b-v2","revision":"8ae155301e23d820d82aa60d24817c900e69e487","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":36176,"sha256":"sha256:9bd323e60afe2615c983a5d9fc3a2c0470df2a03edf90c0f861bd59509d07264","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b8ad30aa6d56f9dea67f88466e151eebbb1227e491983f615a469c310944963"},{"path":"model.safetensors","role":"weight","sizeBytes":2471559904,"sha256":"sha256:b958c37a6baa6874a279108755c8f2818e27bf647d72d54800a234a421341dfe","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:623a1c02fbb5c8a6209dec8e7814ee1e73fde87ccdfb6b4488f2420740565c2b"},{"path":"tokenizer.model","role":"tokenizer","sizeBytes":251396,"sha256":"sha256:5a3a82c48998709f9bc9f5db2924d99a899d20bf82550ca52272da7c7557b0a0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0b88713201833852afcf709a3013fc65aa9f2da4690532264a76de055e1d842b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0bfb9a9166c6fa93d8beafd8917065005118f21d7189de5671f80c80de0c5def","representationDigest":"sha256:3ed7afb3b84166226f16ea5990da9cd8beb1a4c70aff8d9c5df045eb8ecfbb6a","evidenceSnapshotDigest":"sha256:62beeb8a2eda5d98623df2e73c47f241237c560b749d022505c7496933284560","evaluatedAt":"2026-09-18T05:06:47.002Z","authorityVersion":"sha256:6690db75c0aa3746ba0cbcae3ae67da31f4b1a3f662452531d0d7f7f586fb755","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":3,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":7,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T22:23:15.845Z","evidence_url":"/api/manifests/hf-model-mlx-community-parakeet-tdt-0-6b-v2"}},"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":7,"publicDownloadableFileCount":0,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2471865399,"label":"2.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1222256,"upstreamStars":46,"label":"1.2M 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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mlx-community/parakeet-tdt-0.6b-v2"},{"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: cc-by-4.0","Provenance: mlx-community/parakeet-tdt-0.6b-v2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":7,"totalFiles":7},"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-mlx-community-parakeet-tdt-0-6b-v2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlx-community/parakeet-tdt-0.6b-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T22:23:15.845Z","evidence_url":"/api/manifests/hf-model-mlx-community-parakeet-tdt-0-6b-v2"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mlx-community-parakeet-tdt-0-6b-v2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-parakeet-tdt-0-6b-v2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mlx-community/parakeet-tdt-0.6b-v2"},{"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: cc-by-4.0","Provenance: mlx-community/parakeet-tdt-0.6b-v2","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":7,"totalFiles":7},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mlx-community-parakeet-tdt-0-6b-v2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-parakeet-tdt-0-6b-v2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/distribution"},"supportedClaims":["mlx-community/parakeet-tdt-0.6b-v2 has 0 self-reported, unqualified Hugging Bay community reviews.","mlx-community/parakeet-tdt-0.6b-v2 has 0 self-reported run claims; none qualify verification during limited availability.","mlx-community/parakeet-tdt-0.6b-v2 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-mlx-community-parakeet-tdt-0-6b-v2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-parakeet-tdt-0-6b-v2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-parakeet-tdt-0-6b-v2/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."}}