{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T15:37:25.068Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m","repo":"OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":586795164,"readinessCheckedAt":"2026-10-31T14:01:27.954Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":586795164,"readinessCheckedAt":"2026-10-31T14:01:27.954Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m","owner":"OpenMed","name":"OpenMed-NER-AnatomyDetect-BigMed-278M","repo":"OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M · 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":587293830,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M","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","xlm-roberta","token-classification","named-entity-recognition","biomedical-nlp","anatomical-entity-recognition","medical-terminology","anatomy","healthcare","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"],"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-AnatomyDetect-BigMed-278M","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":1688},{"lfs":false,"path":"README.md","sizeBytes":11504},{"lfs":false,"path":"config.json","sizeBytes":829},{"lfs":true,"path":"model.safetensors","sizeBytes":554934846},{"lfs":true,"path":"openmed_vs_sota_grouped_bars.png","sizeBytes":496978},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":280},{"lfs":false,"path":"test_results.json","sizeBytes":196},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082999},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1250},{"lfs":true,"path":"unigram.json","sizeBytes":14763260}],"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":587293830,"sizeKnown":true,"sizeLabel":"560.1 MB","sizeReason":"","declaredSizeBytes":587293830,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":91903,"stars":0,"citations":0,"updatedAt":"2026-08-28T11:16:49.756Z","createdAt":"2026-06-29T22:22:51.636Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M","disabled":false,"provider":"huggingface","repoType":"model","revision":"8917a1ceb9ae7353d6775bbf0584f77f010eb766","fetchedAt":"2026-08-28T10:40:22.558Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T11:16:49.756Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":586795164,"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_fa22ba2d7dccbd1c5f6be081a1ae529b42af29a93382ba1f696875789c393d1b","artifactId":"hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m","representationId":"rep-fe7d6ee556fa158df10a278b782257bb79cc46c07557a8b33f735807a970c406","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-fe7d6ee556fa158df10a278b782257bb79cc46c07557a8b33f735807a970c406","artifactId":"hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M","revision":"8917a1ceb9ae7353d6775bbf0584f77f010eb766","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11504,"sha256":"sha256:7a07f74155d20bd68c3e6f41d56228ec63747bd9b8ef4b9a0a8a21202bd5628b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:caa029deb590ed4f9c8f49bd4f703d113601fa72182ce17425d11820c8ad241d"},{"path":"config.json","role":"config","sizeBytes":829,"sha256":"sha256:410bda418b977a0599c1f128bf27752bfa5877e85f00b3e617141e4c48a41dbb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4cb5770f92bf17d998f12ccb494d0f7b57349e882182d0721554681808a388cb"},{"path":"model.safetensors","role":"weight","sizeBytes":554934846,"sha256":"sha256:bb12b399da5542eb58e5ce0d51a3864c78bd82fd0246bef4a8ccfbad69442b3a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:51fa46a81fb2e26bdaf59035a0fea0e7a84cf3028c3366c42cde0dfcd8f15074"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:439e0409e81c4970b70598715e807f720a9ee7afdf5a685a754bc60b45f6e47a"},{"path":"test_results.json","role":"support","sizeBytes":196,"sha256":"sha256:d6a566e1331d9e90572b9f1f409fbf85c687a78891afb659eeaae0f791db9d08","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4b718f78820ca5c02d54ccf37c665ae39c26b019239ec1e3bd12e33899a48c4d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082999,"sha256":"sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b5d4b1953c34da35f27bd2ad294dcd10ee42a77f2be7853383de47f77fcc9fd7"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1250,"sha256":"sha256:362dcb38e5d514cb02e3bb0e6c0e6c7658ac8aadb02e593f3564f1902295af84","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3fc0c51c21a078bfe7ce535fb2edc831cc45b1eff96b0a6552219ac77768d58e"},{"path":"unigram.json","role":"support","sizeBytes":14763260,"sha256":"sha256:da145b5e7700ae40f16691ec32a0b1fdc1ee3298db22a31ea55f57a966c4a65d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:35e6668347a4c83f1d34ada47f1c065b201edffae1afb8543c3d78d78b2f1a93"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1f7e4b980d220272c8bcc5d970149aceb56b6030de753b242fb55ded460419a5","representationDigest":"sha256:39717f7e4fdbb1a169934a2a63ecf847c80b763e16196d4ae6a1f0ee03833ba4","evidenceSnapshotDigest":"sha256:cecc7dc4babe0622fc66a7073ceb6789cf71c9875933f5ccfbbeab4b65c23eaa","evaluatedAt":"2026-08-28T11:16:50.007Z","authorityVersion":"sha256:8dad57c6ee0d137f2918f69017015a512965e69c890cb7fedf392770d95a20c5","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":"2026-10-31T14:01:27.954Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m"}},"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":587293830,"label":"560.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":91903,"upstreamStars":0,"label":"92K 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-AnatomyDetect-BigMed-278M"},{"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-AnatomyDetect-BigMed-278M","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-anatomydetect-bigmed-278m/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-AnatomyDetect-BigMed-278M"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T14:01:27.954Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/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-AnatomyDetect-BigMed-278M"},{"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-AnatomyDetect-BigMed-278M","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-anatomydetect-bigmed-278m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M 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-anatomydetect-bigmed-278m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-anatomydetect-bigmed-278m/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."}}