{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T12:10:53.747Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m","repo":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":218757724,"readinessCheckedAt":"2026-10-30T03:17:21.457Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":218757724,"readinessCheckedAt":"2026-10-30T03:17:21.457Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m","owner":"OpenMed","name":"OpenMed-NER-DiseaseDetect-PubMed-109M","repo":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":219256290,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","bert","token-classification","named-entity-recognition","biomedical-nlp","disease-entity-recognition","medical-diagnosis","pathology","biocuration","disease","en","arxiv:2508.01630","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","png","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2508.01630"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["language","license","tags","widget"],"semanticText":"token-classification transformers llm model en safetensors","semanticTerms":["token-classification","transformers","llm","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1588},{"lfs":false,"path":"README.md","sizeBytes":11598},{"lfs":false,"path":"config.json","sizeBytes":750},{"lfs":true,"path":"model.safetensors","sizeBytes":217811334},{"lfs":true,"path":"openmed_vs_sota_grouped_bars.png","sizeBytes":496978},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"test_results.json","sizeBytes":186},{"lfs":false,"path":"tokenizer.json","sizeBytes":706289},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1292},{"lfs":false,"path":"vocab.txt","sizeBytes":226150}],"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":219256290,"sizeKnown":true,"sizeLabel":"209.1 MB","sizeReason":"","declaredSizeBytes":219256290,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":66572,"stars":0,"citations":0,"updatedAt":"2026-08-28T10:56:30.057Z","createdAt":"2026-06-29T22:23:17.851Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","disabled":false,"provider":"huggingface","repoType":"model","revision":"253fde74a1a98eb40bb12d9e9ff5c8e92e2b146b","fetchedAt":"2026-08-28T10:25:04.238Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T10:56:30.057Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":218757724,"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_397f6182495f60aafe6d17921cf845a92c8488bf21b94b0ac65a7ce0be122250","artifactId":"hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m","representationId":"rep-2a544cab05ec9c02ca3c263a06e7a846f2d3414d7d5f14e47945e067fae434ca","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2a544cab05ec9c02ca3c263a06e7a846f2d3414d7d5f14e47945e067fae434ca","artifactId":"hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","revision":"253fde74a1a98eb40bb12d9e9ff5c8e92e2b146b","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11598,"sha256":"sha256:de86acc6ce512fa520a2188f20fee2e101c93b1ec41326cbb64a3fc7b6ff40c4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:14a8a52c4cea087a161f122239b33733ae231131f4528ca014616d2afea37fd1"},{"path":"config.json","role":"config","sizeBytes":750,"sha256":"sha256:e4e14e575cc064baa2d2009ce80b5c5ffbffb165a02633d5477ed26585394101","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0aee5952d68495c1646a628a3a277bc46ad1b6f9897a55b4899e42b6be6cd26b"},{"path":"model.safetensors","role":"weight","sizeBytes":217811334,"sha256":"sha256:7bb6e53761696aa828bc930b211b19d64230ae8f0ed3fd6c6be84a93f2095eee","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36650641d4c0587804f56b58a0c84b4791cbbc1a2a52b57790ec5c4872562c47"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e98b15afffc6859f46b56066e44cd3b86b9dab6249d82ed2a6389c5b82952747"},{"path":"test_results.json","role":"support","sizeBytes":186,"sha256":"sha256:b08a8d24a1a22b3d2e87fadd8ffd0f0d408ab660420c84e12488e6e202cb1554","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1746337fbd1356c2458c50cdcb3c1fd2b39790692f065ac9894bf6b1c6ae909c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":706289,"sha256":"sha256:70ec891ff72ac0eb7bbc158d1841294c82b21c1716cb9406f84a679c71b0d5ee","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:47ed613fb0f3c9d4c9c76ad633302b9b09bc4c860a3c9158dee21e1c47ff67cf"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1292,"sha256":"sha256:0088a6f8bcdd4014184fb068b83ebb12896a9db2bb269a71f73de83fef24bceb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5d1aea3d7525a555019d04212f4518b1ae961511cea05ffba79e5b03aaa512ff"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":226150,"sha256":"sha256:79489a52be45e6fa033521e8ce8e4f62aedc0a742ee2aa6fc04667e5b0b1454d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fb8bfcf93b53433e53b846736ccbd63d435723315fdfebf548c571b9822bfab2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:968e9740bbc32953f5ef4935f6a598de7e227350de4ca3bfe385f322e89077e3","representationDigest":"sha256:dbb90d0ea9878404e1e265823df4448bca530a1d4751ac07b96745ff786ae6f7","evidenceSnapshotDigest":"sha256:f6ce77b43691e8253b5523bb5ca2e5d69e36f2cc5d6c7206bd8635fce1c9db28","evaluatedAt":"2026-08-28T10:56:30.422Z","authorityVersion":"sha256:e1d34e719c42035e625b13207ba68bc873742fff185ceeb535b275621aa7bd88","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":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T03:17:21.457Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m"}},"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":10,"publicDownloadableFileCount":8,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":219256290,"label":"209.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":66572,"upstreamStars":0,"label":"67K 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":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/10 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: OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":2,"totalFiles":10},"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-openmed-openmed-ner-diseasedetect-pubmed-109m/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T03:17:21.457Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/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":"OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/10 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: OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":2,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-DiseaseDetect-PubMed-109M 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-openmed-openmed-ner-diseasedetect-pubmed-109m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-pubmed-109m/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."}}