{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T05:34:06.845Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-oncologydetect-electramed-109m","repo":"OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":218817906,"readinessCheckedAt":"2026-10-31T05:16:02.792Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":218817906,"readinessCheckedAt":"2026-10-31T05:16:02.792Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-oncologydetect-electramed-109m","owner":"OpenMed","name":"OpenMed-NER-OncologyDetect-ElectraMed-109M","repo":"OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M","type":"vision","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M · 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":219316472,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M","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","bert","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","txt"],"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-ElectraMed-109M","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":1588},{"lfs":false,"path":"README.md","sizeBytes":12510},{"lfs":false,"path":"config.json","sizeBytes":2643},{"lfs":true,"path":"model.safetensors","sizeBytes":217857474},{"lfs":true,"path":"openmed_vs_sota_grouped_bars.png","sizeBytes":496978},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"test_results.json","sizeBytes":195},{"lfs":false,"path":"tokenizer.json","sizeBytes":711661},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1220},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"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":219316472,"sizeKnown":true,"sizeLabel":"209.2 MB","sizeReason":"","declaredSizeBytes":219316472,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":94515,"stars":0,"citations":0,"updatedAt":"2026-08-07T19:55:39.757Z","createdAt":"2026-06-29T22:22:51.636Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M","disabled":false,"provider":"huggingface","repoType":"model","revision":"758d218ff0669263c38d951afe03ca297297e185","fetchedAt":"2026-07-29T22:22:53.237Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-07T19:55:39.757Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":218817906,"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_fc01e4c6d605d3bf5bec1b167aae7d53af68dfb6bd0e8114a1f7ad21b3d8d504","artifactId":"hf-model-openmed-openmed-ner-oncologydetect-electramed-109m","representationId":"rep-e7eb4fa18d2d3b974bad7b3e2c1e85e593a0ff0d638f768efafdeb46a1007465","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e7eb4fa18d2d3b974bad7b3e2c1e85e593a0ff0d638f768efafdeb46a1007465","artifactId":"hf-model-openmed-openmed-ner-oncologydetect-electramed-109m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M","revision":"758d218ff0669263c38d951afe03ca297297e185","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":12510,"sha256":"sha256:b18102d00047ded541cdb44ca5093a9e31b37972a759327519ce35e4e25961c8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:86ec5aed971cd4231a57926d909397dae12b5f5bf8ccf1659bf76bd414987064"},{"path":"config.json","role":"config","sizeBytes":2643,"sha256":"sha256:ea4042b96cebf1cb08743938fd18110dd53535776a5f6901decbaac976186314","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea298d3daec6f830b01daea28cf253bc45bf98d09efe2552319347bc9f830d23"},{"path":"model.safetensors","role":"weight","sizeBytes":217857474,"sha256":"sha256:17a518a050b3f710a8c2e88304518d56b30ffd676db7bee969a8c873683b0ae0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5b6f52e7a711c6030de01dc60706e590a1b5c486bb509eeea929ee196ea204ec"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:392091c09c25e793c3fbe2b33e82371f6c457d05829253078de03ee2e6439ad5"},{"path":"test_results.json","role":"support","sizeBytes":195,"sha256":"sha256:e247badc4598edcbc124fa65695142ab4bcb4ad632f6db9211d207b4e046958c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f9bd6fa4e1344321a6555e4cdf531d97b7636f8b6b3f9e93b6203cdaee0baac6"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711661,"sha256":"sha256:cb374d6bc042c22455946f4e09a89d29882a199fdaf8fb25be00dc8b8857a448","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c7792f8a007982e36ee0205a6e827faf4e8a4e35079df146c0d3664ae6782206"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1220,"sha256":"sha256:bf9431564f2867411d0c5ec40cfaa1d73275a9847dbf34f23c8961b1f2981cc4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9d040f4981db32a847442cf99fcd648393298881c09df421ae90aa82aa28bcec"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3a39c78f8ffe2f29f2de976bb1c4ad589c43b630f3a4cd7f2d3ddc0fa01296fc"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b1c150a474a7136c175e7cfe363b390a2c25b33c15da50fc5a080a8803e6f30e","representationDigest":"sha256:2275459ec1440ee5fccac6231e9f9d9d48b67af3a01d757d51ea7caec606ee3c","evidenceSnapshotDigest":"sha256:0e5f3f50c599440bdbc886903385347209470999f276f8b2c88ed5f1a1ade5a0","evaluatedAt":"2026-08-07T19:55:40.118Z","authorityVersion":"sha256:9eb40d8a40d3d2d6fcc9aa64c594a14c6c21887aa4fd621b5cdf048bbcd42d71","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":"2026-10-31T05:16:02.792Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m"}},"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":219316472,"label":"209.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":94515,"upstreamStars":0,"label":"95K 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-ElectraMed-109M"},{"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-OncologyDetect-ElectraMed-109M","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-oncologydetect-electramed-109m/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-ElectraMed-109M"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T05:16:02.792Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/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-ElectraMed-109M"},{"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-OncologyDetect-ElectraMed-109M","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-oncologydetect-electramed-109m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M 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-electramed-109m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-electramed-109m/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."}}