{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T09:47:37.608Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-dnadetect-multimed-568m","repo":"OpenMed/OpenMed-NER-DNADetect-MultiMed-568M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":1150579475,"readinessCheckedAt":"2026-10-29T07:28:15.996Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":1150579475,"readinessCheckedAt":"2026-10-29T07:28:15.996Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-dnadetect-multimed-568m","owner":"OpenMed","name":"OpenMed-NER-DNADetect-MultiMed-568M","repo":"OpenMed/OpenMed-NER-DNADetect-MultiMed-568M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-DNADetect-MultiMed-568M · 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":1156147143,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DNADetect-MultiMed-568M","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","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-DNADetect-MultiMed-568M","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":1639},{"lfs":false,"path":"README.md","sizeBytes":11731},{"lfs":false,"path":"config.json","sizeBytes":1153},{"lfs":true,"path":"model.safetensors","sizeBytes":1133481166},{"lfs":true,"path":"openmed_vs_sota_grouped_bars.png","sizeBytes":496978},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5069051},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":964},{"lfs":false,"path":"test_results.json","sizeBytes":194},{"lfs":true,"path":"tokenizer.json","sizeBytes":17083064},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1203}],"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":1156147143,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1156147143,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":55214,"stars":0,"citations":0,"updatedAt":"2026-09-21T05:44:13.841Z","createdAt":"2026-06-29T22:23:32.989Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-DNADetect-MultiMed-568M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-DNADetect-MultiMed-568M","disabled":false,"provider":"huggingface","repoType":"model","revision":"2fc5752b9e0f21d2982224fa9c653157885d584a","fetchedAt":"2026-09-21T05:40:48.261Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T05:44:13.841Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":1150579475,"mirroredFiles":7,"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_4c1a5b4cc53ca1900e4fe1737feaaf89597fe3e656653a6093655c0c56da2dfe","artifactId":"hf-model-openmed-openmed-ner-dnadetect-multimed-568m","representationId":"rep-d3810ce07ba7474f2d3e3603f5692c821435a182c84ed69a64c4af527625bd35","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d3810ce07ba7474f2d3e3603f5692c821435a182c84ed69a64c4af527625bd35","artifactId":"hf-model-openmed-openmed-ner-dnadetect-multimed-568m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-DNADetect-MultiMed-568M","revision":"2fc5752b9e0f21d2982224fa9c653157885d584a","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1153,"sha256":"sha256:f70d409d695ef1d420212ce6b8559506b90a7751f53d1b05f1c176576dea97e4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0a2e4c98ccb4aee87ecd0780c158a43b9b7361153b9b5cb958430ae16320f47a"},{"path":"model.safetensors","role":"weight","sizeBytes":1133481166,"sha256":"sha256:4ab933b10642c310e57fc6b4b4303910e66f2dbfbbf38bcae05792e48a1b28e2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a382983165f7369e61b32da2d185ed59b2561fc0b9379c585af12fd37a940b56"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac4d0faf1c2305120f9a72eefe116e3ba647ac3f8dc2ef798f4ad5267ac88b87"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17083064,"sha256":"sha256:abf1c7593e6054866d04138a9d5c22e9457b3942a92d5fe0e178c0e21868e07d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab49de691fd931752086549ca3842b722de2579a51151f0e4c75487129ae8f4b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1203,"sha256":"sha256:b87c8703482b0300d3da30e201519aa641f6a450f5eb5bf1e624afbf70c74d80","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:692900ed76efead78c827402542e2daed96759de9bcb3be62ee246e80cde50e4"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:332117ac52281d098ef2e3cde6e9c707e337603267e5b661d113a38ccac6c326","representationDigest":"sha256:24374f3e65046efa21d51fdb37147718113f7f58d0a29abeea6315184da8bdb7","evidenceSnapshotDigest":"sha256:1c78fa6ddef0a4174e0afb8b258e9c004ead079d9d881b50a80d8c3a448445c6","evaluatedAt":"2026-09-21T05:44:14.081Z","authorityVersion":"sha256:0c05f63b66ce18b3b20debc69cc7ebab42c62c867f4e856041b231d8fd200fb2","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"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":"2026-10-29T07:28:15.996Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-dnadetect-multimed-568m"}},"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":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1156147143,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":55214,"upstreamStars":0,"label":"55K 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-MultiMed-568M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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-DNADetect-MultiMed-568M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"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-multimed-568m/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-MultiMed-568M"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T07:28:15.996Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-dnadetect-multimed-568m"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-dnadetect-multimed-568m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/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-MultiMed-568M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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-DNADetect-MultiMed-568M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-dnadetect-multimed-568m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-DNADetect-MultiMed-568M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-DNADetect-MultiMed-568M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-DNADetect-MultiMed-568M 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-multimed-568m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-dnadetect-multimed-568m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-dnadetect-multimed-568m/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."}}