{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T12:22:12.090Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-diseasedetect-electramed-109m","repo":"OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":218768931,"readinessCheckedAt":"2026-10-31T12:18:35.702Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":218768931,"readinessCheckedAt":"2026-10-31T12:18:35.702Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-diseasedetect-electramed-109m","owner":"OpenMed","name":"OpenMed-NER-DiseaseDetect-ElectraMed-109M","repo":"OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-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":219267497,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-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-ElectraMed-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":11532},{"lfs":false,"path":"config.json","sizeBytes":785},{"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":695},{"lfs":false,"path":"test_results.json","sizeBytes":196},{"lfs":false,"path":"tokenizer.json","sizeBytes":711661},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1220},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"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":219267497,"sizeKnown":true,"sizeLabel":"209.1 MB","sizeReason":"","declaredSizeBytes":219267497,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":147660,"stars":0,"citations":0,"updatedAt":"2026-08-28T01:11:44.203Z","createdAt":"2026-06-29T22:22:21.564Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M","disabled":false,"provider":"huggingface","repoType":"model","revision":"15c3cd848c28757eef1c19e03ceaa2ecbadd2039","fetchedAt":"2026-08-28T00:37:13.311Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T01:11:44.203Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":218768931,"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_a6d2a7d4a4d7da19b042c3b1811960752c3839f43b9bed10cfb9db7f3efd17c9","artifactId":"hf-model-openmed-openmed-ner-diseasedetect-electramed-109m","representationId":"rep-5055d195d79674be3ea7e2a71acb11d0a7fc2c2d412882431729615dd31e7028","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5055d195d79674be3ea7e2a71acb11d0a7fc2c2d412882431729615dd31e7028","artifactId":"hf-model-openmed-openmed-ner-diseasedetect-electramed-109m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M","revision":"15c3cd848c28757eef1c19e03ceaa2ecbadd2039","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11532,"sha256":"sha256:686614a8303b302d88fea77f86339b742f456e63d100b28948b698e935931b38","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bee54a88bd006cbab1fe50b06a6ffcdf550b6ac6611d3c71d500a83bd904c9ba"},{"path":"config.json","role":"config","sizeBytes":785,"sha256":"sha256:10a3bce7faa70a5469f8d343cf696e446db44ee6714faab882be2887763990ee","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1ce545486c1ded8374d8bf9f04fe61eaa5fe3968b2acffe4595984b696f9bba3"},{"path":"model.safetensors","role":"weight","sizeBytes":217811334,"sha256":"sha256:d22cf225c07881c99ef6b8fa3dc6fdc7bdbd8333c9f82b7465326a3c563610b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd7fd6546e4bc311d0dde3af69c73dbfecffc75406634bdbf7ba72ec90d11f12"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3cb62e584494d47656471f15e0e36cd2766c8626426c3aff67a84a2d267a0081"},{"path":"test_results.json","role":"support","sizeBytes":196,"sha256":"sha256:c0ee2fa586402531d39f65aba494d399b198b333d034c9f1b520e0cfce4ef2e6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f29c9d5add26c3f07ee5c84e1372c9044d8c6728caf646223bfaeab8ea53f0b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711661,"sha256":"sha256:cb374d6bc042c22455946f4e09a89d29882a199fdaf8fb25be00dc8b8857a448","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3d6479a079193da2918129ce234f5e3767ea4c6d9731b38dcb00867bdc767597"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1220,"sha256":"sha256:bf9431564f2867411d0c5ec40cfaa1d73275a9847dbf34f23c8961b1f2981cc4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:17b864c36fd4bd9a4029b71c3f1f35a8fc4c8161e94060d9f2c81f47defe876e"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aefe7267fef3cc7ed1c389649c7426f1c4b6464201b8b438af6cdbb76a9e7ade"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3ff955a352c5298ce1fef4a993f099efd52591d6f2d5e6a100807e09b23cac40","representationDigest":"sha256:1715c994778ebf35c2db2b3e8454e0dfde4a853979052a5218ce9a894a23106e","evidenceSnapshotDigest":"sha256:d94ab5ec456cff13c027f7bc6ef0f6b3ffc5253a5f56adaa541b9c4b3d0715b9","evaluatedAt":"2026-08-28T01:11:44.825Z","authorityVersion":"sha256:8dc1277f9330e47f1ba9c2df20c0b33a8a1547f8a3c8e1c0903190c4c3af21e0","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":"2026-10-31T12:18:35.702Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-diseasedetect-electramed-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":219267497,"label":"209.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":147660,"upstreamStars":0,"label":"148K 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-ElectraMed-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-ElectraMed-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-electramed-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-ElectraMed-109M"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T12:18:35.702Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-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-ElectraMed-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-ElectraMed-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-electramed-109m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-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-electramed-109m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-diseasedetect-electramed-109m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-diseasedetect-electramed-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."}}