{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T07:31:07.357Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m","repo":"OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":795305196,"readinessCheckedAt":"2026-11-02T05:57:06.062Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":795305196,"readinessCheckedAt":"2026-11-02T05:57:06.062Z","readinessSource":"projection","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m","owner":"OpenMed","name":"OpenMed-NER-PharmaDetect-ModernMed-395M","repo":"OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M · 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":795803762,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M","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","modernbert","token-classification","named-entity-recognition","biomedical-nlp","chemical-entity-recognition","drug-discovery","pharmacology","biocuration","chem","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-PharmaDetect-ModernMed-395M","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":1588},{"lfs":false,"path":"README.md","sizeBytes":11579},{"lfs":false,"path":"config.json","sizeBytes":1371},{"lfs":true,"path":"model.safetensors","sizeBytes":791687022},{"lfs":true,"path":"openmed_vs_sota_grouped_bars.png","sizeBytes":496978},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":694},{"lfs":false,"path":"test_results.json","sizeBytes":197},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583497},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":20836}],"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":795803762,"sizeKnown":true,"sizeLabel":"758.9 MB","sizeReason":"","declaredSizeBytes":795803762,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":83648,"stars":0,"citations":0,"updatedAt":"2026-08-28T10:04:02.635Z","createdAt":"2026-06-29T22:23:02.747Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M","disabled":false,"provider":"huggingface","repoType":"model","revision":"a8ac7e6aeceb6bfbab8c1f28e14a4d4d089de972","fetchedAt":"2026-08-28T09:25:30.330Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-08-28T10:04:02.635Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":7,"mirroredBytes":795305196,"mirroredFiles":7,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_4b5e4b09455c3c4ca98fc6cc18ee8c14fee29f3e0114b8d68d61bb256b4f6c62","artifactId":"hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m","representationId":"rep-c31b1ad2745af73c573b2494242c3a0aeaef846716aee943b74d3e49b48de9a9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c31b1ad2745af73c573b2494242c3a0aeaef846716aee943b74d3e49b48de9a9","artifactId":"hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M","revision":"a8ac7e6aeceb6bfbab8c1f28e14a4d4d089de972","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11579,"sha256":"sha256:9e45f851efc591e77b2e0d66b8ce453e3f034cf445bb5ed6516030648039c695","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0f037d47f44620920dec890f63856f560d822e0d585cb3af65e0169f0aafc83b"},{"path":"config.json","role":"config","sizeBytes":1371,"sha256":"sha256:03018cb3aa2375d0d4c1fbf35f2b81e3a4c6f9d49927cee7ce31b3724870d3c5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e806ed9123d21cfb041b917027977d0637876b5de5538a2be7a40e16a4d4a43e"},{"path":"model.safetensors","role":"weight","sizeBytes":791687022,"sha256":"sha256:8c18a3b6e873312ff58b3c699cc6eafe7f7e2e342ed45a14f51ce7799cd049c4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:925850a86492d9b9788380d95d685ef6492f8a5abcba4a271b5ae89b5a724f21"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":694,"sha256":"sha256:ea97ecdbcc73713039d8d64dbb05e3689495c96657fbd9a18f5bed381be81049","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:560a626e84a6800bdde3fbf627567ccb2762dfc9eabc81b311e8aeb2ee38b451"},{"path":"test_results.json","role":"support","sizeBytes":197,"sha256":"sha256:dacb18843e5ba366afd2d3fb4a1e42bbd33e5b43007fab66fe67694d9e794767","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:86768bd0b770a5b8654733ffc46a698dc44c2cf29cd0976ae02bf640ab057bf3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583497,"sha256":"sha256:707714619968e91e73cce14af61ce93d1cacf7e1ed834a4c6f6a702c65796eaf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0e92e71231a7f449632508176b5661afd4becfafebaa91b91ffc145718ee2ba3"},{"path":"tokenizer_config.json","role":"config","sizeBytes":20836,"sha256":"sha256:c16f1b07f93d05be753ec0acf8cb511d895a8bdb09669f6b156df81e3f96c2eb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1794e87fc2f5f0d19c40897be528303ed9497b8d3511c312c855945a854fc16"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a77cfa77b44f081849c3f2cfde82de1c823aba183b321c892bbb8c1b0ac484c3","representationDigest":"sha256:7427b47754445d53ccb620807694b381a4b6605822da304d51ccdd4d42a9732e","evidenceSnapshotDigest":"sha256:a9b621952950aa68726966681339478d85ae2891e502cf8cc2f40781791df985","evaluatedAt":"2026-08-28T10:04:03.059Z","authorityVersion":"sha256:f1070070c1bcf678e2db04de9fc478432f90f62470758eadd6af7d313292b32f","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T05:57:06.062Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m"}},"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":"unknown","hosted":null,"fileCount":9,"publicDownloadableFileCount":7,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":795803762,"label":"758.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":83648,"upstreamStars":0,"label":"84K 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-PharmaDetect-ModernMed-395M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/9 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-PharmaDetect-ModernMed-395M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":2,"totalFiles":9},"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-pharmadetect-modernmed-395m/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-PharmaDetect-ModernMed-395M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T05:57:06.062Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/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-PharmaDetect-ModernMed-395M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/9 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-PharmaDetect-ModernMed-395M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":2,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-PharmaDetect-ModernMed-395M 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-pharmadetect-modernmed-395m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-pharmadetect-modernmed-395m/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."}}