{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T00:39:05.990Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-epapanita-canary-180m-flash-gguf","repo":"epapanita/canary-180m-flash-gguf","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":139223744,"readinessCheckedAt":"2026-11-03T22:34:39.695Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":139223744,"readinessCheckedAt":"2026-11-03T22:34:39.695Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-epapanita-canary-180m-flash-gguf","owner":"epapanita","name":"canary-180m-flash-gguf","repo":"epapanita/canary-180m-flash-gguf","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: epapanita/canary-180m-flash-gguf · transcribe.cpp","cardDescription":"Transcribes spoken audio into text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transcribing speech.","confidence":"low","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/canary-180m-flash"},{"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","task-tags-conflict"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"nvidia/canary-180m-flash","field":"baseModel"}],"parameters":null,"size":{"bytes":1830821612,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"epapanita","sourceUrl":"https://huggingface.co/epapanita/canary-180m-flash-gguf","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transcribe.cpp","gguf","asr","speech-to-text","canary","multitask-aed","encoder-decoder","translation","automatic-speech-recognition","en","de","es","fr","arxiv:2104.02821","arxiv:2503.05931","arxiv:1706.03762","arxiv:2409.13523","base_model:nvidia/canary-180m-flash","base_model:quantized:nvidia/canary-180m-flash","license:cc-by-4.0"],"task":"automatic-speech-recognition","modality":"text","framework":"transcribe.cpp","formats":["gitattributes","md","gguf"],"baseModel":"nvidia/canary-180m-flash","derivedFrom":"nvidia/canary-180m-flash","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":[],"paperIds":["2104.02821","2503.05931","1706.03762","2409.13523"],"repoType":"model","baseModel":"nvidia/canary-180m-flash","languages":["en","de","es","fr"],"sourceUrl":"https://huggingface.co/epapanita/canary-180m-flash-gguf","evalResults":[],"libraryName":"transcribe.cpp","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags","transcribe_cpp"],"semanticText":"automatic-speech-recognition transcribe.cpp llm model en de es fr nvidia/canary-180m-flash gguf","semanticTerms":["automatic-speech-recognition","transcribe.cpp","llm","model","en","de","es","fr","nvidia/canary-180m-flash","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1905},{"lfs":false,"path":"README.md","sizeBytes":22267},{"lfs":true,"path":"canary-180m-flash-F16.gguf","sizeBytes":381632192},{"lfs":true,"path":"canary-180m-flash-F32.gguf","sizeBytes":756498112},{"lfs":true,"path":"canary-180m-flash-Q4_K_M.gguf","sizeBytes":139223744},{"lfs":true,"path":"canary-180m-flash-Q5_K_M.gguf","sizeBytes":158704320},{"lfs":true,"path":"canary-180m-flash-Q6_K.gguf","sizeBytes":176291520},{"lfs":true,"path":"canary-180m-flash-Q8_0.gguf","sizeBytes":218447552}],"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":1830821612,"sizeKnown":true,"sizeLabel":"1.7 GB","sizeReason":"","declaredSizeBytes":1830821612,"defaultDownloadBytes":139223744,"mirrorCount":1,"downloadCount":101,"stars":0,"citations":0,"updatedAt":"2026-09-24T01:00:16.318Z","createdAt":"2026-09-24T00:59:38.558Z","version":"hf-main","upstream":{"gated":false,"repoId":"epapanita/canary-180m-flash-gguf","private":false,"repoUrl":"https://huggingface.co/epapanita/canary-180m-flash-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"df29a9b3faef9844a68571c8ba201787aa38bee8","fetchedAt":"2026-09-24T00:59:38.556Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T01:00:16.318Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":1,"mirroredBytes":139223744,"mirroredFiles":1,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_6323d447da11a28176e750591d3738c9fd6dffa92df95544cff3376bf88a91e4","artifactId":"hf-model-epapanita-canary-180m-flash-gguf","representationId":"rep-c8d8090265956ca15ff19d35b8fe0ac44b2863c1885004e6c9c451e4cf06be61","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c8d8090265956ca15ff19d35b8fe0ac44b2863c1885004e6c9c451e4cf06be61","artifactId":"hf-model-epapanita-canary-180m-flash-gguf","format":"gguf","source":{"provider":"huggingface","identity":"epapanita/canary-180m-flash-gguf","revision":"df29a9b3faef9844a68571c8ba201787aa38bee8","immutable":true},"files":[{"path":"canary-180m-flash-Q4_K_M.gguf","role":"weight","sizeBytes":139223744,"sha256":"sha256:c8ae5758d7d4dc59c48d816474a33544e362ca52c635f96ee0b4b95e1b48f90c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aec39877c6dfe15ad12e8a4bd3ca47ef01bdc36c7b77bb9470e0595e6d887ccf"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:60be6a4b9630f09907f1aa80078ccc5d1473c457b605d51269258ecfb95485dd","representationDigest":"sha256:514d1a58f957296185bb91bca257f1b2511d0b351f0802108dcabc611f1446d5","evidenceSnapshotDigest":"sha256:cfe5b4b21565be3f7b0c35ccf03dbcbe6e5535c9449046e0523b1bfc77fdd9c0","evaluatedAt":"2026-09-24T01:00:16.523Z","authorityVersion":"sha256:eafa40959fff9bc403a342c1cdd1fe383693a9df5ae7b2be32d1dd4cd5870778","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T22:34:39.695Z","evidence_url":"/api/manifests/hf-model-epapanita-canary-180m-flash-gguf"}},"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":"unknown","hosted":null,"fileCount":8,"publicDownloadableFileCount":1,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1830821612,"label":"1.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":101,"upstreamStars":0,"label":"101 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":"epapanita/canary-180m-flash-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/8 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: cc-by-4.0","Provenance: epapanita/canary-180m-flash-gguf","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":7,"totalFiles":8},"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-epapanita-canary-180m-flash-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"epapanita/canary-180m-flash-gguf"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T22:34:39.695Z","evidence_url":"/api/manifests/hf-model-epapanita-canary-180m-flash-gguf"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-epapanita-canary-180m-flash-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-epapanita-canary-180m-flash-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/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":"epapanita/canary-180m-flash-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/8 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: cc-by-4.0","Provenance: epapanita/canary-180m-flash-gguf","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":7,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-epapanita-canary-180m-flash-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-epapanita-canary-180m-flash-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/distribution"},"supportedClaims":["epapanita/canary-180m-flash-gguf has 0 self-reported, unqualified Hugging Bay community reviews.","epapanita/canary-180m-flash-gguf has 0 self-reported run claims; none qualify verification during limited availability.","epapanita/canary-180m-flash-gguf 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-epapanita-canary-180m-flash-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-epapanita-canary-180m-flash-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-epapanita-canary-180m-flash-gguf/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."}}