{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T20:59:27.999Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-nbailab-nb-whisper-tiny","repo":"NbAiLab/nb-whisper-tiny","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":153870977,"readinessCheckedAt":"2026-10-29T19:48:33.517Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":153870977,"readinessCheckedAt":"2026-10-29T19:48:33.517Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-nbailab-nb-whisper-tiny","owner":"NbAiLab","name":"nb-whisper-tiny","repo":"NbAiLab/nb-whisper-tiny","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: NbAiLab/nb-whisper-tiny · 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-tiny"},{"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-tiny","field":"baseModel"}],"parameters":null,"size":{"bytes":1535429221,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"NbAiLab","sourceUrl":"https://huggingface.co/NbAiLab/nb-whisper-tiny","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","pytorch","tf","jax","tensorboard","onnx","safetensors","whisper","automatic-speech-recognition","audio","asr","hf-asr-leaderboard","no","nb","nn","en","dataset:nbailab/ncc_speech","dataset:nbailab/nst","dataset:nbailab/npsc","arxiv:2212.04356"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","bin","sh","msgpack","txt","safetensors"],"baseModel":"openai/whisper-tiny","derivedFrom":"openai/whisper-tiny","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["wer","cer"],"datasets":["NbAiLab/ncc_speech","NbAiLab/NST","NbAiLab/NPSC"],"paperIds":["2212.04356"],"repoType":"model","baseModel":"openai/whisper-tiny","languages":["no","nb","nn","en"],"sourceUrl":"https://huggingface.co/NbAiLab/nb-whisper-tiny","evalResults":[],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model no nb nn en nbailab/ncc_speech nbailab/nst nbailab/npsc wer cer openai/whisper-tiny onnx safetensors","semanticTerms":["automatic-speech-recognition","transformers","audio","model","no","nb","nn","en","nbailab/ncc_speech","nbailab/nst","nbailab/npsc","wer","cer","openai/whisper-tiny","onnx","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1611},{"lfs":false,"path":"README.md","sizeBytes":20329},{"lfs":false,"path":"added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"config.json","sizeBytes":4490},{"lfs":false,"path":"config_hf.json","sizeBytes":4490},{"lfs":false,"path":"ct2/config.json","sizeBytes":2249},{"lfs":true,"path":"ct2/model.bin","sizeBytes":151068841},{"lfs":false,"path":"ct2/vocabulary.json","sizeBytes":1068103},{"lfs":false,"path":"export_models.sh","sizeBytes":2137},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":151048591},{"lfs":false,"path":"generation_config.json","sizeBytes":3794},{"lfs":false,"path":"generation_config_backup.json","sizeBytes":3794},{"lfs":true,"path":"ggml-model-q5_0.bin","sizeBytes":29875738},{"lfs":true,"path":"ggml-model.bin","sizeBytes":77691730},{"lfs":false,"path":"merges.txt","sizeBytes":493864},{"lfs":true,"path":"model.bin","sizeBytes":151068841},{"lfs":true,"path":"model.safetensors","sizeBytes":151061672},{"lfs":false,"path":"model_def.json","sizeBytes":261},{"lfs":false,"path":"normalizer.json","sizeBytes":52666},{"lfs":false,"path":"onnx/added_tokens.json","sizeBytes":34604},{"lfs":false,"path":"onnx/config.json","sizeBytes":4501},{"lfs":true,"path":"onnx/decoder_model.onnx","sizeBytes":198061978},{"lfs":true,"path":"onnx/decoder_with_past_model.onnx","sizeBytes":193303525},{"lfs":true,"path":"onnx/encoder_model.onnx","sizeBytes":32904983}],"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":1535429221,"sizeKnown":true,"sizeLabel":"1.4 GB","sizeReason":"","declaredSizeBytes":1535429221,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":137,"stars":1,"citations":0,"updatedAt":"2026-09-23T06:42:32.608Z","createdAt":"2026-06-30T03:51:28.948Z","version":"hf-main","upstream":{"gated":false,"repoId":"NbAiLab/nb-whisper-tiny","private":false,"repoUrl":"https://huggingface.co/NbAiLab/nb-whisper-tiny","disabled":false,"provider":"huggingface","repoType":"model","revision":"8b38492d0e4111d5d6ad825e979cb082a2da013a","fetchedAt":"2026-09-23T06:41:44.314Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T06:42:32.608Z","mirroredBy":"mirror-batch-worker","totalFiles":69,"hostedFiles":8,"mirroredBytes":153870977,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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_d4fe636e6f0a6152d8a952e488b4f5d10a496759900af5587ef114a43aa7624e","artifactId":"hf-model-nbailab-nb-whisper-tiny","representationId":"rep-953dcbb6cc04cc62d39e556a50ab1398eb2535ebea3b7a3cdcda082e26c42c74","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-953dcbb6cc04cc62d39e556a50ab1398eb2535ebea3b7a3cdcda082e26c42c74","artifactId":"hf-model-nbailab-nb-whisper-tiny","format":"safetensors","source":{"provider":"huggingface","identity":"NbAiLab/nb-whisper-tiny","revision":"8b38492d0e4111d5d6ad825e979cb082a2da013a","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":34604,"sha256":"sha256:9715fd2243b6f06a5858b5e32950d2853f73dd5bc201aafcf76f5082a2d8acd1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5e90c967875291eb48304bce7860d65aecefc75f9668849a54bd80c1fb468e21"},{"path":"config.json","role":"config","sizeBytes":4490,"sha256":"sha256:6dd7df8a332eff683a98635bbb4b9b864e17aea2bfe5968fc607292a4080340d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f3ffde605a0d5e60231e6d31e329bbe9053734b8354df997c66cd9e1a96f4bd8"},{"path":"generation_config.json","role":"config","sizeBytes":3794,"sha256":"sha256:46c2bc2352277298d84f8385f4521b533a55270816ef63826cf5fd09145b6f2d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ceadd8fc6880ae4b5aabe4e7108172588a6177786052a01a5214744ff944ed8a"},{"path":"model.safetensors","role":"weight","sizeBytes":151061672,"sha256":"sha256:b7d21c4cf7c05c760cb0780e7e3b41241e6883f3bed73ced0166435b6487d9e6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a40ec6be8ccb8273f70210b84ecf2ef331cc551bf8e65b9667fa8e00360dac03"},{"path":"preprocessor_config.json","role":"config","sizeBytes":339,"sha256":"sha256:a6a76d28c93edb273669eb9e0b0636a2bddbb1272c3261e47b7ca6dfdbac1b8d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6065c95d1055be045c9279c7e490d6f33f62fa8685823d20aaa1f000e353f5dd"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2190,"sha256":"sha256:4679897a50cc1aea98b7d63b8c928b407f252683d3248add11d091e66cf0d5f1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:252e30481371bcc1da48c57e814f7cf02c05d16cbaec3c2fa181bd121dcd6ba6"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2481189,"sha256":"sha256:87b38f7a654dbbda293bcdda048d2fb18af241fdd41c62496f8e732209610ec1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:12a817578ebc203a0afdc0e89de3c7a89ab2491cabcd5dd2ee7beb0d83863e5c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":282699,"sha256":"sha256:348e80c42b59d4e005fdc7a68ad0244ed339e30eaaabcf805e8e28ef73e7d1e8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3f1f7765b342ae1fe0b661a13f123edb2df110858ef7105911a3c6adc27406e3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:56b754b48d2e23eccca59e95a41f325337e68823d258963601a800a706e99de1","representationDigest":"sha256:51a826f7eff09fd0511dac0a98a4b924eab778477c4d241871dae16559302c64","evidenceSnapshotDigest":"sha256:ba64c7085ee6afc4cf015a9d5b3495cbd437bd6429c9138ff7b374f9402b4f66","evaluatedAt":"2026-09-23T06:42:33.195Z","authorityVersion":"sha256:b22207400c705cdf13cd8f82a8ae79be500e4ad80220f2d1728f21aa217bff94","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":69,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T19:48:33.517Z","evidence_url":"/api/manifests/hf-model-nbailab-nb-whisper-tiny"}},"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":"hosted","hosted":true,"fileCount":69,"publicDownloadableFileCount":8,"externalFileCount":69,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1535429221,"label":"1.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":137,"upstreamStars":1,"label":"137 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":"NbAiLab/nb-whisper-tiny"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/69 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: apache-2.0","Provenance: NbAiLab/nb-whisper-tiny","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/69 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":61,"totalFiles":69},"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-nbailab-nb-whisper-tiny/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"NbAiLab/nb-whisper-tiny"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T19:48:33.517Z","evidence_url":"/api/manifests/hf-model-nbailab-nb-whisper-tiny"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-nbailab-nb-whisper-tiny/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-nbailab-nb-whisper-tiny","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/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":"NbAiLab/nb-whisper-tiny"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/69 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: apache-2.0","Provenance: NbAiLab/nb-whisper-tiny","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/69 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":61,"totalFiles":69},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-nbailab-nb-whisper-tiny/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-nbailab-nb-whisper-tiny","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/distribution"},"supportedClaims":["NbAiLab/nb-whisper-tiny has 0 self-reported, unqualified Hugging Bay community reviews.","NbAiLab/nb-whisper-tiny has 0 self-reported run claims; none qualify verification during limited availability.","NbAiLab/nb-whisper-tiny 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-nbailab-nb-whisper-tiny/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-nbailab-nb-whisper-tiny"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-whisper-tiny/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."}}