{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T14:04:49.350Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-oncologydetect-multimed-568m","repo":"OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T13:46:04.355Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T13:46:04.355Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-oncologydetect-multimed-568m","owner":"OpenMed","name":"OpenMed-NER-OncologyDetect-MultiMed-568M","repo":"OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M","type":"vision","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-OncologyDetect-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":1156194544,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OncologyDetect-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","cancer-genetics","oncology","gene-regulation","cancer-research","amino_acid","anatomical_system","cancer","cell","cellular_component","developing_anatomical_structure","gene_or_gene_product","immaterial_anatomical_entity","multi-tissue_structure","organ"],"task":"token-classification","modality":"vision","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-OncologyDetect-MultiMed-568M","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["language","license","tags","widget"],"semanticText":"token-classification transformers vision model en safetensors organism_subdivision","semanticTerms":["token-classification","transformers","vision","model","en","safetensors","organism_subdivision"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1639},{"lfs":false,"path":"README.md","sizeBytes":12494},{"lfs":false,"path":"config.json","sizeBytes":2689},{"lfs":true,"path":"model.safetensors","sizeBytes":1133526266},{"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":196},{"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":1156194544,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1156194544,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":179921,"stars":3,"citations":0,"updatedAt":"2026-08-07T19:57:16.683Z","createdAt":"2026-06-29T22:22:07.215Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M","disabled":false,"provider":"huggingface","repoType":"model","revision":"382f268c0f6e0a9185636e94380872a20709b22f","fetchedAt":"2026-07-29T22:22:40.476Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-07T19:57:16.683Z","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_1f1c2052d8c7b619f1787ee91f67f642baad723f8cc792ae057d55c1b91b4c2e","artifactId":"hf-model-openmed-openmed-ner-oncologydetect-multimed-568m","representationId":"rep-54896807b0174150228fac3248f37b4b6e0bbece2cfbd9ffcc5c1b03f8a2f9d3","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-54896807b0174150228fac3248f37b4b6e0bbece2cfbd9ffcc5c1b03f8a2f9d3","artifactId":"hf-model-openmed-openmed-ner-oncologydetect-multimed-568m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M","revision":"382f268c0f6e0a9185636e94380872a20709b22f","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":12494,"sha256":"sha256:6d2406cb94de823a8023c433ecb6095cbe0bee27ae6286b6771babe9c7465803","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9e7afdba7446df784e4030a0081b79361a01f10c676b59d9e3f7322b3eb91180"},{"path":"config.json","role":"config","sizeBytes":2689,"sha256":"sha256:f023f598ce7d984aca226a1d8cd9db131d204476d25b3069cd464398473c8547","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2d4ac80cb5ade756b689db931ec9a19e5eee22cd0396de6f2c20993363d43154"},{"path":"model.safetensors","role":"weight","sizeBytes":1133526266,"sha256":"sha256:49ba26768328673d95ca0afdc38177f790162bdb4b04773bfda908f19650a80f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:30accb89863cb9006e626bb270f8682185ae1d35590c6a5b59c1bf09a974d4e1"},{"path":"sentencepiece.bpe.model","role":"support","sizeBytes":5069051,"sha256":"sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:117d3a4371796ad5693dcde77a8e76eee1502fd62076adc88a245b20ff3d2107"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e242c7ddb56c23b89e7fc5f2a71df53c6ffa5a98916de320aef4636fc7018ddc"},{"path":"test_results.json","role":"support","sizeBytes":196,"sha256":"sha256:c6fef2fec6572bdfa603781e5eb057b8e9c43294e3eca8c0efa4831ae7110c4d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f903b5037eb2e5d6c7fb9330bb31b8a133c7ae24ef6a632226b466790dc6936"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17083064,"sha256":"sha256:abf1c7593e6054866d04138a9d5c22e9457b3942a92d5fe0e178c0e21868e07d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9e928412d9e5af98f038846197bf34b72bba56ad83273084c339d655dd8c95db"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1203,"sha256":"sha256:b87c8703482b0300d3da30e201519aa641f6a450f5eb5bf1e624afbf70c74d80","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9821721b3ba56f1afdfba26d90c0bb3577a63d49c86139d3bd7f90c3a6e03336"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:ce211b69b1e89b84904d6b5e9b425d95b0fe9539a2676fdb533c8a4c0eac4030","representationDigest":"sha256:2178da1e7d1500af9857ecd0c4a210b9d087eb5ec554fd10f39938a15bd70036","evidenceSnapshotDigest":"sha256:90bdc63fe1b68970ddc9cf354f563cafb3ec787640377bc9eb6d00422869da34","evaluatedAt":"2026-08-07T19:57:17.021Z","authorityVersion":"sha256:49f265d67c924c9420cca7e6c5cc4623988707e1f61c932a7de50be1dfbc8848","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":"2026-10-30T13:46:04.355Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-oncologydetect-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":"blocked","hosted":false,"fileCount":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1156194544,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":179921,"upstreamStars":3,"label":"180K 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-OncologyDetect-MultiMed-568M"},{"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-OncologyDetect-MultiMed-568M","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-oncologydetect-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-OncologyDetect-MultiMed-568M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T13:46:04.355Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-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-OncologyDetect-MultiMed-568M"},{"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-OncologyDetect-MultiMed-568M","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-oncologydetect-multimed-568m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-OncologyDetect-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-oncologydetect-multimed-568m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-oncologydetect-multimed-568m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-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."}}