{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T07:27:50.528Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq","repo":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":71069571,"readinessCheckedAt":"2026-11-02T05:56:59.106Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":71069571,"readinessCheckedAt":"2026-11-02T05:56:59.106Z","readinessSource":"projection","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-krlabsorg-tinylettuce-ettin-17m-en-bioasq","owner":"KRLabsOrg","name":"tinylettuce-ettin-17m-en-bioasq","repo":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","type":"llm","summary":"Model from Hugging Face for token classification: KRLabsOrg/tinylettuce-ettin-17m-en-bioasq · transformers","cardDescription":"Labels words and phrases within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling parts of text.","confidence":"medium","task":"token-classification","audience":null,"basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":71071090,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"KRLabsOrg","sourceUrl":"https://huggingface.co/KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","modernbert","token-classification","token classification","hallucination detection","retrieval-augmented generation","ettin","lightweight","en","dataset:krlabsorg/rag-bioasq-lettucedetect","arxiv:2507.11412","arxiv:2502.17125","base_model:jhu-clsp/ettin-encoder-17m","base_model:finetune:jhu-clsp/ettin-encoder-17m","license:mit","endpoints_compatible","region:us","llm","krlabsorg/rag-bioasq-lettucedetect"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["KRLabsOrg/rag-bioasq-lettucedetect"],"paperIds":["2507.11412","2502.17125"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"token-classification transformers llm model en krlabsorg/rag-bioasq-lettucedetect safetensors retrieval-augmented generation dataset:krlabsorg/rag-bioasq-lettucedetect","semanticTerms":["token-classification","transformers","llm","model","en","krlabsorg/rag-bioasq-lettucedetect","safetensors","retrieval-augmented generation","dataset:krlabsorg/rag-bioasq-lettucedetect"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3798},{"lfs":false,"path":"config.json","sizeBytes":1275},{"lfs":true,"path":"model.safetensors","sizeBytes":67459736},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":694},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583228},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":20840}],"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":71071090,"sizeKnown":true,"sizeLabel":"67.8 MB","sizeReason":"","declaredSizeBytes":71071090,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":28,"stars":9,"citations":0,"updatedAt":"2026-09-03T00:47:09.635Z","createdAt":"2026-06-30T19:20:36.797Z","version":"hf-main","upstream":{"gated":false,"repoId":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","private":false,"repoUrl":"https://huggingface.co/KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","disabled":false,"provider":"huggingface","repoType":"model","revision":"9a488a70ab0bcc6caaa4f46fcadc944abd9bebdd","fetchedAt":"2026-09-03T00:20:49.143Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-03T00:47:09.635Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":6,"mirroredBytes":71069571,"mirroredFiles":6,"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_ec16412279714e2547abee30d68581106434432e5326bfbf4828cdd209fe7942","artifactId":"hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq","representationId":"rep-c6a83fb3d9d76be231f0b2d801261ebb54718df60f6ecbeff16a6506145c3b16","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c6a83fb3d9d76be231f0b2d801261ebb54718df60f6ecbeff16a6506145c3b16","artifactId":"hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq","format":"safetensors","source":{"provider":"huggingface","identity":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","revision":"9a488a70ab0bcc6caaa4f46fcadc944abd9bebdd","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":3798,"sha256":"sha256:7a1fc117f6123691f8065529c5f5cbd8ccb12d0aaf226aa67ad5705671b279d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6fc75e7e4831f809ac34e990ebd6780caeb702a6979377d621da96b25e76fb09"},{"path":"config.json","role":"config","sizeBytes":1275,"sha256":"sha256:371b0c6a7c0ebee0032865820688be06eadc88e863304b0960c6ffa39c1dfefd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c3081829579dfa6376987f381cc32824a92a0787928555198f2c9d54a58a5299"},{"path":"model.safetensors","role":"weight","sizeBytes":67459736,"sha256":"sha256:d3986d72e09e839d02a7d6691eba7545cdb388900a7a03ef898971d5bda4f749","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d8cf4ba998c6c45e3eaaf2d8d9588d5d8f869b76d3a942fb8234c4e00af666d5"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":694,"sha256":"sha256:ea97ecdbcc73713039d8d64dbb05e3689495c96657fbd9a18f5bed381be81049","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:04982ce677d7fa377041ec43b224087424edd3061fd96c2b17c2fffef3a3e5d2"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583228,"sha256":"sha256:6c8aaa9a542084f2457eab775d4eeb51f92a70c0fd9de28d5edb0ddec3c08d30","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:725e2732c71c5bde2244430c2fa665f7bf98b509cc8b5a6dd3344f3c86f8d21b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":20840,"sha256":"sha256:2966a59b9e9cf122279aec1249e22e5bc7ad8430c754e95031b13fd128d4e560","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:52bf69124bdde97d926b63c5b28af8f7d0b83989e7d93ececd5a22e5ab66f5ed"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:53d358a0fd564496c6ff6bf41e9cb58aa05de75291bf756e48f186bca406af96","representationDigest":"sha256:8d6aac47c85bf0fa6e103740a6c4159f8d589a640624c6e4c8f62a3fdc9b1b21","evidenceSnapshotDigest":"sha256:212390e5142dddd66928d6d303d17c660b5d4be3e5b10176cc407bcf03b9244a","evaluatedAt":"2026-09-03T00:47:09.854Z","authorityVersion":"sha256:ac80272edebc8d623e609f5fa6ee07584b3e5ea9c54a58f95658fae0419b356d","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"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":"2026-11-02T05:56:59.106Z","evidence_url":"/api/manifests/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq"}},"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":7,"publicDownloadableFileCount":6,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":71071090,"label":"67.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":28,"upstreamStars":9,"label":"28 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/7 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: mit","Provenance: KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":1,"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-krlabsorg-tinylettuce-ettin-17m-en-bioasq/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T05:56:59.106Z","evidence_url":"/api/manifests/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq"},"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-krlabsorg-tinylettuce-ettin-17m-en-bioasq/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"KRLabsOrg/tinylettuce-ettin-17m-en-bioasq"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/7 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: mit","Provenance: KRLabsOrg/tinylettuce-ettin-17m-en-bioasq","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":1,"totalFiles":7},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/distribution"},"supportedClaims":["KRLabsOrg/tinylettuce-ettin-17m-en-bioasq has 0 self-reported, unqualified Hugging Bay community reviews.","KRLabsOrg/tinylettuce-ettin-17m-en-bioasq has 0 self-reported run claims; none qualify verification during limited availability.","KRLabsOrg/tinylettuce-ettin-17m-en-bioasq 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-krlabsorg-tinylettuce-ettin-17m-en-bioasq/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-tinylettuce-ettin-17m-en-bioasq/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."}}