{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T15:53:56.167Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m","repo":"OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T12:30:54.170Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T12:30:54.170Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m","owner":"OpenMed","name":"OpenMed-NER-SpeciesDetect-BigMed-560M","repo":"OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M · 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":1150095159,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M","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","species-recognition","taxonomy","organism-identification","biology","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","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-SpeciesDetect-BigMed-560M","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":1688},{"lfs":false,"path":"README.md","sizeBytes":11584},{"lfs":false,"path":"config.json","sizeBytes":830},{"lfs":true,"path":"model.safetensors","sizeBytes":1117736094},{"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":true,"path":"tokenizer.json","sizeBytes":17082999},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1250},{"lfs":true,"path":"unigram.json","sizeBytes":14763260}],"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":1150095159,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1150095159,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":52337,"stars":1,"citations":0,"updatedAt":"2026-08-28T10:20:22.302Z","createdAt":"2026-06-29T22:23:41.530Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M","disabled":false,"provider":"huggingface","repoType":"model","revision":"eceaa920ce2865b17bb14bcd55b9f802a605c4be","fetchedAt":"2026-08-28T09:44:09.423Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T10:20:22.302Z","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_c75dcb0f2ebde189c5e47bff48f11ec281c4e7104ff6645933c99a4ffcb6b20b","artifactId":"hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m","representationId":"rep-5ffcc8818b97e67dc6d4cf8548c1f0922d68aca276c9fa5223bf1e7283bff77d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5ffcc8818b97e67dc6d4cf8548c1f0922d68aca276c9fa5223bf1e7283bff77d","artifactId":"hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M","revision":"eceaa920ce2865b17bb14bcd55b9f802a605c4be","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":11584,"sha256":"sha256:22faf0353bfe5033a7192329caf21fdc78a7208bfd6eedaf4ed9db0154c422d9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a1ad00d8845f0f682fd64574e564b72ecdd9539188bdfcafbcafa80a3c3ccc57"},{"path":"config.json","role":"config","sizeBytes":830,"sha256":"sha256:99f31a448a61afefe752d057cfd369449a23ee3f3bd2709b7ef3b1f50d2762c3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b69064f70ce1bbf21724c7dbcde665d2a26d3db363380324d008ff3b1b92a11"},{"path":"model.safetensors","role":"weight","sizeBytes":1117736094,"sha256":"sha256:43b9bb98c9a076b3a0b2dbf3d4446ac60f5b707f281631fcc9a403e3062d3bae","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d85270954d7593239d9dee4297277b8b3039735810b99e9bb3e7aa4ab9b3b54a"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:28fa0fbd8955223c80364931ac8c6da128334183710929e82ac6ae96806f0dfd"},{"path":"test_results.json","role":"support","sizeBytes":196,"sha256":"sha256:875fd82fdddfa4594af4a7352bef4809077c864474e570c42c076fdedff5daa5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:015a80eeca681e323315e0b8cf76acaf38124d42aa4d79f7ea3bc2d3d42f76f5"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082999,"sha256":"sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ec2b1584063121f67b1056da00c437151791aef047d0f1d09d450030e0fb6151"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1250,"sha256":"sha256:362dcb38e5d514cb02e3bb0e6c0e6c7658ac8aadb02e593f3564f1902295af84","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:631a0c81c6b63ce545f1bbbb161ac7b31c4586e7e55df96f3c7d602560e37e93"},{"path":"unigram.json","role":"support","sizeBytes":14763260,"sha256":"sha256:da145b5e7700ae40f16691ec32a0b1fdc1ee3298db22a31ea55f57a966c4a65d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b23003fff5a0969aa8b17adca379524f81bf1ecb40efaf0b35153aea39b47ae3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:951376cb15b8668480858739f40fab98491ee6c0205885d4c476dba140cf070f","representationDigest":"sha256:9addb0dc4ed5bbfd7edd7c5298c8b87a5e19aac529bcbfccdb4c8197ad2db668","evidenceSnapshotDigest":"sha256:33e31427e8c45a5d4e8d6a0056a1802d1d1a76f45754b4783f1c16cea6078341","evaluatedAt":"2026-08-28T10:20:22.861Z","authorityVersion":"sha256:e311e6fb64a6e10c7b53938b17226d90582a62ebef0f43c062e48c1d3854c8fd","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":"2026-11-01T12:30:54.170Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m"}},"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":1150095159,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":52337,"upstreamStars":1,"label":"52K 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-SpeciesDetect-BigMed-560M"},{"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-SpeciesDetect-BigMed-560M","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-speciesdetect-bigmed-560m/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-SpeciesDetect-BigMed-560M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:30:54.170Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/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-SpeciesDetect-BigMed-560M"},{"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-SpeciesDetect-BigMed-560M","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-speciesdetect-bigmed-560m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/distribution"},"supportedClaims":["OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-NER-SpeciesDetect-BigMed-560M 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-speciesdetect-bigmed-560m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-speciesdetect-bigmed-560m/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."}}