{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T09:31:17.734Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-organismdetect-tinymed-82m","repo":"OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T09:23:10.006Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T09:23:10.006Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-organismdetect-tinymed-82m","owner":"OpenMed","name":"OpenMed-NER-OrganismDetect-TinyMed-82M","repo":"OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M · 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":168398784,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M","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","roberta","token-classification","named-entity-recognition","biomedical-nlp","species-recognition","taxonomy","organism-identification","biodiversity","species","en","arxiv:2508.01630","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","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-OrganismDetect-TinyMed-82M","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":11609},{"lfs":false,"path":"config.json","sizeBytes":797},{"lfs":false,"path":"merges.txt","sizeBytes":456318},{"lfs":true,"path":"model.safetensors","sizeBytes":163072574},{"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":false,"path":"tokenizer.json","sizeBytes":3558906},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1245},{"lfs":false,"path":"vocab.json","sizeBytes":798293}],"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":168398784,"sizeKnown":true,"sizeLabel":"160.6 MB","sizeReason":"","declaredSizeBytes":168398784,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":157242,"stars":0,"citations":0,"updatedAt":"2026-08-28T01:11:18.896Z","createdAt":"2026-06-29T22:22:13.441Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M","disabled":false,"provider":"huggingface","repoType":"model","revision":"80b124106ffac6875e4040a9061dd8ecdfd20cce","fetchedAt":"2026-08-28T00:35:17.577Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T01:11:18.896Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"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_fef2637c7a62da0c3641754f813f54a5547d51e234da2a200485535bd2b19f00","artifactId":"hf-model-openmed-openmed-ner-organismdetect-tinymed-82m","representationId":"rep-fa45034cd634869a92d0c721cb4f7076c22b949361b4ca46f30d12a5989f5cf6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-fa45034cd634869a92d0c721cb4f7076c22b949361b4ca46f30d12a5989f5cf6","artifactId":"hf-model-openmed-openmed-ner-organismdetect-tinymed-82m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M","revision":"80b124106ffac6875e4040a9061dd8ecdfd20cce","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11609,"sha256":"sha256:37ffbb3a5530bcd502e792b47f84dc05b99cb8e5e0dd2d01421354a231a9e734","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:faad8cfe38415fb0f1e02b5f80e5b455af0f5f9bd3e4093ce300642e6f98a6d5"},{"path":"config.json","role":"config","sizeBytes":797,"sha256":"sha256:a385e9b5f04232a3fb67cccd99f4cd3dac05096c08a2dea7ab4425708272a4bc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5ec46b00de54a9441a4cf2b2c6565a83c20c7827a0cdfe72b26708ba5bdcf0f5"},{"path":"merges.txt","role":"tokenizer","sizeBytes":456318,"sha256":"sha256:1ce1664773c50f3e0cc8842619a93edc4624525b728b188a9e0be33b7726adc5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:455223194506214c9ba3bc1c3ff158497bb18641bdcb1f45d8b82d3e81eace16"},{"path":"model.safetensors","role":"weight","sizeBytes":163072574,"sha256":"sha256:c954acb322f85e73aa83bf78c59cf87fd0307834522371f5b4aa34b943f221cd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:79e928038a03acaf0162efc0b4ea459c617097f773fb673fa60de26df2728452"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:12f79ca14af597a267a31cf1d710b8d8287a4a0824adda8f40600c27ee825efe"},{"path":"test_results.json","role":"support","sizeBytes":196,"sha256":"sha256:fdc8a0680599ead155550d43855aaa031697430091bfa16194a6bc90d55f3b7d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:11e3228a2392a701bb952bf0f0033aba7b4178f68945d66f756a68113c2d4e7c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3558906,"sha256":"sha256:ca4e5a9389c0dd76c509ba115a772da3a85c43aa10b9dfb966782907062de52b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:33bba0d52477e0548a617c347afe5f9bd0f5daf6a81312b7f593a88bc0a51ad4"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1245,"sha256":"sha256:38b4f61b73aab22f9c2bb01d0f2be28d745e1db57ef7fcfddfa33c6ac8265444","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:623eb6684a827491de720dc76d19ae06fac29e96131a8a2190c4f630ad109507"},{"path":"vocab.json","role":"tokenizer","sizeBytes":798293,"sha256":"sha256:ed19656ea1707df69134c4af35c8ceda2cc9860bf2c3495026153a133670ab5e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8f79a8e00a77bb09b2ebacefc7cf84f82528a2bce250de18c0e53030d9822243"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6a85305cd9e8d42db715e4174b25ba38589eb04ec3d291e8db554abbfba5617c","representationDigest":"sha256:c45ceb6c0f8f84bf163a9ce206aadff2560cdd228ac55a5726857f7b34d21ad3","evidenceSnapshotDigest":"sha256:9d5ec63cb35703216fdcba3eb96d4e0fddac2eacacfd58c3c2cf754aa7a46552","evaluatedAt":"2026-08-28T01:11:19.346Z","authorityVersion":"sha256:4d988edd4df76bb694abdf6bcee0995d788585e07c848e4fd47944804711bef0","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T09:23:10.006Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m"}},"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":11,"publicDownloadableFileCount":0,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":168398784,"label":"160.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":157242,"upstreamStars":0,"label":"157K 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-OrganismDetect-TinyMed-82M"},{"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-OrganismDetect-TinyMed-82M","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"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-organismdetect-tinymed-82m/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-OrganismDetect-TinyMed-82M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T09:23:10.006Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/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-OrganismDetect-TinyMed-82M"},{"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-OrganismDetect-TinyMed-82M","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":11,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M 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-organismdetect-tinymed-82m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-organismdetect-tinymed-82m/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."}}