{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T12:45:56.233Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-dnadetect-bigmed-560m","repo":"OpenMed/OpenMed-NER-DNADetect-BigMed-560M","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T05:29:58.397Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T05:29:58.397Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-dnadetect-bigmed-560m","owner":"OpenMed","name":"OpenMed-NER-DNADetect-BigMed-560M","repo":"OpenMed/OpenMed-NER-DNADetect-BigMed-560M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-DNADetect-BigMed-560M · 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":1150112050,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DNADetect-BigMed-560M","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","protein-recognition","gene-recognition","molecular-biology","genomics","dna","rna","cell_line","cell_type","protein","en","arxiv:2508.01630","license:apache-2.0","endpoints_compatible","region:us"],"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-DNADetect-BigMed-560M","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":11745},{"lfs":false,"path":"config.json","sizeBytes":1152},{"lfs":true,"path":"model.safetensors","sizeBytes":1117752502},{"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":1150112050,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1150112050,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":83480,"stars":0,"citations":0,"updatedAt":"2026-08-28T10:26:24.441Z","createdAt":"2026-06-29T22:23:02.747Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-DNADetect-BigMed-560M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DNADetect-BigMed-560M","disabled":false,"provider":"huggingface","repoType":"model","revision":"027ee053dc6e3dc122e5855329f8305e2dbf5f8e","fetchedAt":"2026-08-28T09:51:04.157Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T10:26:24.441Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_04e741488e3f723194bf8d51be620dc4598a9d556474a3411e5988d4b374c6c9","artifactId":"hf-model-openmed-openmed-ner-dnadetect-bigmed-560m","representationId":"rep-0ab60ebdeea3363e230b7d1028d2e4489cbb76c07ebc4ff3d19183c06c159f21","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0ab60ebdeea3363e230b7d1028d2e4489cbb76c07ebc4ff3d19183c06c159f21","artifactId":"hf-model-openmed-openmed-ner-dnadetect-bigmed-560m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-DNADetect-BigMed-560M","revision":"027ee053dc6e3dc122e5855329f8305e2dbf5f8e","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11745,"sha256":"sha256:31863d5040c0852881258f4b6b8d21263bd98be6538c6c7e06d9c2786c9e2e61","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:75e87cc04fa44cfd17ddcbba87636c1758ac0c13f354a9bf19f25eab1f3af2b7"},{"path":"config.json","role":"config","sizeBytes":1152,"sha256":"sha256:11d77135ee6d496e21e47293e84dcff1f4e06ed4d8fac88701eae3043354de8f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1a6b68630b56edad24dd04c8f6faf139105657b17989a95ba32defe40dbd1b68"},{"path":"model.safetensors","role":"weight","sizeBytes":1117752502,"sha256":"sha256:ad49357d278742c073d16a7ba2e4c9fa0e6925a3ad429d88bbe4ab2ee9aecc6a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:39291cf3895654813ba04ad556017af8c09c782efba0aad8312974a268000210"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a6520eec1ae912a3b1227e5a5c4b12febd70250685edbe7fd85db373aabf55b2"},{"path":"test_results.json","role":"support","sizeBytes":196,"sha256":"sha256:91cd67727eeabacde354adb2abacac658862e75ab96c5144786fb77a22dd34d4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3536672bd1b187cffe909927845ff8e5c6d9de74a3158761286d29780ab148b0"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082999,"sha256":"sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2622e933c935508cdcffcf637ae1c2a615bf8c76fbb08f138854703473de8bed"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1250,"sha256":"sha256:362dcb38e5d514cb02e3bb0e6c0e6c7658ac8aadb02e593f3564f1902295af84","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e0a72d90ac45f238569480a8471f439f4bd9bbe73f8a2e5dbf2cb99d7b68a03f"},{"path":"unigram.json","role":"support","sizeBytes":14763260,"sha256":"sha256:da145b5e7700ae40f16691ec32a0b1fdc1ee3298db22a31ea55f57a966c4a65d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1ebaaa2bf6995a60db366b2de4b1cfe359eb8a179e6b5d33048d2c1b2d2edca3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:8ae2494aeee7b020162f2e5ea7e6875ca8023f1fd9dcf4b979203b90f0828c41","representationDigest":"sha256:41e29f5c37d06314cc9d08b2f1d189879b34a3fc61c1fff5ab9354f2ee7ce2d1","evidenceSnapshotDigest":"sha256:586bddce77123dcc5c7ece7c51ef94bdcf95f0c0196f7c5249ee1be6841a571d","evaluatedAt":"2026-08-28T10:26:24.805Z","authorityVersion":"sha256:db9c5627f0be61c0df28a8f00fc36eb067f9b0d4ce4e0d4acaee0d7671192445","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":"2026-11-01T05:29:58.397Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m"}},"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":"blocked","hosted":false,"fileCount":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1150112050,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":83480,"upstreamStars":0,"label":"83K 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-DNADetect-BigMed-560M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: OpenMed/OpenMed-NER-DNADetect-BigMed-560M","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"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-dnadetect-bigmed-560m/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-DNADetect-BigMed-560M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T05:29:58.397Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/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-DNADetect-BigMed-560M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: OpenMed/OpenMed-NER-DNADetect-BigMed-560M","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-DNADetect-BigMed-560M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-DNADetect-BigMed-560M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-DNADetect-BigMed-560M 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-dnadetect-bigmed-560m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-bigmed-560m/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."}}