{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T12:57:33.817Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-organismdetect-superclinical-184m","repo":"OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":376363609,"readinessCheckedAt":"2026-11-02T11:42:02.165Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":376363609,"readinessCheckedAt":"2026-11-02T11:42:02.165Z","readinessSource":"file-check","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-openmed-openmed-ner-organismdetect-superclinical-184m","owner":"OpenMed","name":"OpenMed-NER-OrganismDetect-SuperClinical-184M","repo":"OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M · 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":379326791,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M","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","deberta-v2","token-classification","named-entity-recognition","biomedical-nlp","species-recognition","taxonomy","organism-identification","biodiversity","species","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","model"],"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-OrganismDetect-SuperClinical-184M","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":11631},{"lfs":false,"path":"added_tokens.json","sizeBytes":23},{"lfs":false,"path":"config.json","sizeBytes":998},{"lfs":true,"path":"model.safetensors","sizeBytes":367692286},{"lfs":true,"path":"openmed_vs_sota_grouped_bars.png","sizeBytes":496978},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":286},{"lfs":true,"path":"spm.model","sizeBytes":2464616},{"lfs":false,"path":"test_results.json","sizeBytes":181},{"lfs":false,"path":"tokenizer.json","sizeBytes":8656889},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1315}],"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":379326791,"sizeKnown":true,"sizeLabel":"361.8 MB","sizeReason":"","declaredSizeBytes":379326791,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":79387,"stars":0,"citations":0,"updatedAt":"2026-09-21T04:42:36.169Z","createdAt":"2026-06-29T22:23:06.947Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M","disabled":false,"provider":"huggingface","repoType":"model","revision":"e86572ea155eb8e5ba95cee6813333c18afbc78d","fetchedAt":"2026-08-28T08:32:19.348Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T04:42:36.169Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":376363609,"mirroredFiles":8,"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_c8154fc4defab13ab0d6b28c87f836af12336c06d898ec1a9c736466be0f2dc1","artifactId":"hf-model-openmed-openmed-ner-organismdetect-superclinical-184m","representationId":"rep-bed6726aa7a00fe2cb3cea677e982ee49f5650ff6e2f1ef39db10b02c12d3450","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-bed6726aa7a00fe2cb3cea677e982ee49f5650ff6e2f1ef39db10b02c12d3450","artifactId":"hf-model-openmed-openmed-ner-organismdetect-superclinical-184m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M","revision":"e86572ea155eb8e5ba95cee6813333c18afbc78d","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":23,"sha256":"sha256:dc046d04c9b0ada7ae6f1dc89c465801799acdf0c9a6aab8c15a1b2d5ca4e91f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f76adcd36ce2fad53088ccae58e42504ee3bb2a6b3f68d47af6f99db675c3504"},{"path":"config.json","role":"config","sizeBytes":998,"sha256":"sha256:2a8d3f85a06b8bbe13f5f760effe61485e7cb5d37862d337cb8a0fe1bbed72fa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cfbc1af93c4cd7c92b7be703e9f2f0b7989e8fe1e65016b28c20056fd276e27d"},{"path":"model.safetensors","role":"weight","sizeBytes":367692286,"sha256":"sha256:bf5cd463f41b54c61aeb392b0a64c46b0b2909e3c00d919888a1de874e883592","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:22a951583caf08548dfd0a76ea518a0110103503d8723d7a042be7a3dd585dba"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":286,"sha256":"sha256:9463f61e1b109a8eb4688b829260d7c6b1e6dff04c98ff7269bb89e2b92369b9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:de7a9d8fad996aed62b8d237074da3191f58297604e96e2a0ae22ffac5e974fb"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":8656889,"sha256":"sha256:2b37df34524d914c6f15ddccdb324c98d43358d5f68a52758fcc87721c3dd16d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2c18fc07f7fc03d84a4e21726a03a0e6f88b4d0f1bbfe0662abc73066fbce1c0"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1315,"sha256":"sha256:e6c4c771911c211618a2d46488dc7e9e499f051773cd4ff4faeca6fe55fdf569","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c56a82905dba4e55ea74651722a323a321fef56594a8be951a3e4f639db6d8de"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:05801cbdf27adc1da9454a437a6df368ed904a5354d582001f260d3561206ac4","representationDigest":"sha256:6dde05616179b1af4873dd8eaacded8b0bc57207078d061ee05dd55dc501e17d","evidenceSnapshotDigest":"sha256:c9655cc02c15491cf5e83bd645ffeaf530cf1468c75a2336a7bd8c683ae8317d","evaluatedAt":"2026-09-21T04:42:36.590Z","authorityVersion":"sha256:a791be677801ab5eb0429aa435eb7062caaed8d1ebcb0e8dd59e815896a4f554","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T11:42:02.165Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m"}},"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":11,"publicDownloadableFileCount":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":379326791,"label":"361.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":79387,"upstreamStars":0,"label":"79K 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-OrganismDetect-SuperClinical-184M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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-OrganismDetect-SuperClinical-184M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"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-organismdetect-superclinical-184m/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-OrganismDetect-SuperClinical-184M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T11:42:02.165Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m"},"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-openmed-openmed-ner-organismdetect-superclinical-184m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/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-OrganismDetect-SuperClinical-184M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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-OrganismDetect-SuperClinical-184M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M 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-organismdetect-superclinical-184m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-superclinical-184m/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."}}