{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T22:07:54.540Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-angelakeke-rate-ner-deberta","repo":"Angelakeke/RaTE-NER-Deberta","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":744044098,"readinessCheckedAt":"2026-10-28T21:45:58.627Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":744044098,"readinessCheckedAt":"2026-10-28T21:45:58.627Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-angelakeke-rate-ner-deberta","owner":"Angelakeke","name":"RaTE-NER-Deberta","repo":"Angelakeke/RaTE-NER-Deberta","type":"llm","summary":"Model from Hugging Face for token classification: Angelakeke/RaTE-NER-Deberta · 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":746515477,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Angelakeke","sourceUrl":"https://huggingface.co/Angelakeke/RaTE-NER-Deberta","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","deberta-v2","token-classification","medical","radiology","en","license:mit","endpoints_compatible","deploy:azure","region:us","llm","rate-ner-rad"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/Angelakeke/RaTE-NER-Deberta","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["language","license","model-index","pipeline_tag","tags","widget"],"semanticText":"token-classification transformers llm model en rate-ner-rad safetensors","semanticTerms":["token-classification","transformers","llm","model","en","rate-ner-rad","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":5244},{"lfs":false,"path":"added_tokens.json","sizeBytes":23},{"lfs":false,"path":"config.json","sizeBytes":1439},{"lfs":true,"path":"model.safetensors","sizeBytes":735384420},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":286},{"lfs":true,"path":"spm.model","sizeBytes":2464616},{"lfs":false,"path":"tokenizer.json","sizeBytes":8656646},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1284}],"modelIndexNames":["rate-ner-rad"]},"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":746515477,"sizeKnown":true,"sizeLabel":"711.9 MB","sizeReason":"","declaredSizeBytes":746515477,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":12326,"stars":6,"citations":0,"updatedAt":"2026-09-21T09:48:02.928Z","createdAt":"2026-06-29T22:25:51.271Z","version":"hf-main","upstream":{"gated":false,"repoId":"Angelakeke/RaTE-NER-Deberta","private":false,"repoUrl":"https://huggingface.co/Angelakeke/RaTE-NER-Deberta","disabled":false,"provider":"huggingface","repoType":"model","revision":"66d4b8189374f9b137e1b8633951ca4b4d758673","fetchedAt":"2026-09-21T09:46:20.257Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T09:48:02.928Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":6,"mirroredBytes":744044098,"mirroredFiles":6,"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_f5282e0947f662e98f2ba4ccc8d4ecca9e347827bf411a4ba749a2a55319dbec","artifactId":"hf-model-angelakeke-rate-ner-deberta","representationId":"rep-bdfd112252f90121c024ef6e8a91669d14fb3fa299d207e61485d589bb502dbe","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-bdfd112252f90121c024ef6e8a91669d14fb3fa299d207e61485d589bb502dbe","artifactId":"hf-model-angelakeke-rate-ner-deberta","format":"safetensors","source":{"provider":"huggingface","identity":"Angelakeke/RaTE-NER-Deberta","revision":"66d4b8189374f9b137e1b8633951ca4b4d758673","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":23,"sha256":"sha256:dc046d04c9b0ada7ae6f1dc89c465801799acdf0c9a6aab8c15a1b2d5ca4e91f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:68b744ad995d10ccbd7e686481c275d41c4d1833c23d30f56f7087a71f4352d8"},{"path":"config.json","role":"config","sizeBytes":1439,"sha256":"sha256:54dd4e8195e8594146c89af45a54cdf67e29b71e2979dd24aae196cfc11edf24","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4af7ab7fa10125720d7a7ecc7c08f018d68c124297a23b8299543ac430683ed2"},{"path":"model.safetensors","role":"weight","sizeBytes":735384420,"sha256":"sha256:b380aae68a26fc608cbb568994006910d0fc7156c63fd05308b3bbaf77ed53f2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3346a4988839e64b90311cf2f16df8b49c8c21c81f08409aadf8b539253f0720"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":286,"sha256":"sha256:9463f61e1b109a8eb4688b829260d7c6b1e6dff04c98ff7269bb89e2b92369b9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:766c5692f4085027e782302c9437330e261857ce3db6493fe8e89c8bb4e48062"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":8656646,"sha256":"sha256:05402ffae6dd382a8491b1d29bfc139bec5d332662e86a026f433ce54c25c202","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9eb0b74d55201f0a1252abd5769a30a60822b917531d6d85d262ef65620c63f9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1284,"sha256":"sha256:557b3d33d3f41b81ad769244e506549e98a1857d41dd58160aacd4d98d710b5a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb5e47024e7f0ab2de71e2bf7812ec8441c779af896431c149c57f9ecccb5ff3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5c84ed9b99d8b6a7ab0271c4ba365d533960c443b4a738f77725c2d10accb027","representationDigest":"sha256:eec4d101d1b4f3bb9eb9e30b9b035e968aebcbcaa94ca4482b8e88711c8f3381","evidenceSnapshotDigest":"sha256:5b2c65f4ad8cf42a23db999d4ed2d292e4529794bdc5b3ddd46a6d9421ab6bb0","evaluatedAt":"2026-09-21T09:48:03.638Z","authorityVersion":"sha256:27ba2ca167ea60bb2ad1cb15515a28be27202b2c7a7315d9899f48264cee91e2","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":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T21:45:58.627Z","evidence_url":"/api/manifests/hf-model-angelakeke-rate-ner-deberta"}},"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":9,"publicDownloadableFileCount":6,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":746515477,"label":"711.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":12326,"upstreamStars":6,"label":"12K 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":"Angelakeke/RaTE-NER-Deberta"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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: Angelakeke/RaTE-NER-Deberta","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"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-angelakeke-rate-ner-deberta/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Angelakeke/RaTE-NER-Deberta"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T21:45:58.627Z","evidence_url":"/api/manifests/hf-model-angelakeke-rate-ner-deberta"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-angelakeke-rate-ner-deberta/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-angelakeke-rate-ner-deberta","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/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":"Angelakeke/RaTE-NER-Deberta"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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: Angelakeke/RaTE-NER-Deberta","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-angelakeke-rate-ner-deberta/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-angelakeke-rate-ner-deberta","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/distribution"},"supportedClaims":["Angelakeke/RaTE-NER-Deberta has 0 self-reported, unqualified Hugging Bay community reviews.","Angelakeke/RaTE-NER-Deberta has 0 self-reported run claims; none qualify verification during limited availability.","Angelakeke/RaTE-NER-Deberta 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-angelakeke-rate-ner-deberta/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-angelakeke-rate-ner-deberta"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-angelakeke-rate-ner-deberta/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."}}