{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T10:49:01.017Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx","repo":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":618944001,"readinessCheckedAt":"2026-10-31T10:46:16.454Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":618944001,"readinessCheckedAt":"2026-10-31T10:46:16.454Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx","owner":"OpenMed","name":"OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","repo":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx · openmed","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":"baseModel","value":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M","field":"baseModel"}],"parameters":null,"size":{"bytes":618949861,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","openmed","deberta-v2","mlx","apple-silicon","zero-shot-ner","gliner","medical","clinical","token-classification","en","base_model:openmed/openmed-zeroshot-ner-genomic-small-166m","base_model:finetune:openmed/openmed-zeroshot-ner-genomic-small-166m","license:apache-2.0","region:us","llm","openmed/openmed-zeroshot-ner-genomic-small-166m"],"task":"token-classification","modality":"text","framework":"openmed","formats":["mlx","gitattributes","md","json","safetensors"],"baseModel":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M","derivedFrom":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M","languages":["en"],"sourceUrl":"https://huggingface.co/OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","evalResults":[],"libraryName":"openmed","pipelineTag":"token-classification","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"token-classification openmed llm model en openmed/openmed-zeroshot-ner-genomic-small-166m","semanticTerms":["token-classification","openmed","llm","model","en","openmed/openmed-zeroshot-ner-genomic-small-166m"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3439},{"lfs":false,"path":"config.json","sizeBytes":2211},{"lfs":false,"path":"id2label.json","sizeBytes":38},{"lfs":false,"path":"openmed-mlx.json","sizeBytes":864},{"lfs":false,"path":"tokenizer.json","sizeBytes":8340428},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":509},{"lfs":true,"path":"weights.safetensors","sizeBytes":610600853}],"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":618949861,"sizeKnown":true,"sizeLabel":"590.3 MB","sizeReason":"","declaredSizeBytes":618949861,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":43,"stars":0,"citations":0,"updatedAt":"2026-09-25T01:03:43.343Z","createdAt":"2026-09-25T01:02:23.309Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","disabled":false,"provider":"huggingface","repoType":"model","revision":"b717ee48590d3bef32a083008bea975580e25757","fetchedAt":"2026-09-25T01:02:23.306Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T01:03:43.343Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":4,"mirroredBytes":618944001,"mirroredFiles":4,"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_e02943f3fed883d29304830bb04c88234154713378c11a780e54c6353b970d1c","artifactId":"hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx","representationId":"rep-69ba22fa639be0159efea1a62d190c1e1ec8fa61e5f86c0310ec7d4032c5085c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-69ba22fa639be0159efea1a62d190c1e1ec8fa61e5f86c0310ec7d4032c5085c","artifactId":"hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx","format":"mlx","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx","revision":"b717ee48590d3bef32a083008bea975580e25757","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":2211,"sha256":"sha256:59ab5e7c6a3ebbf2453f8311f6e98d8f0523616223529cb202c57303d1396c32","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5122e10549c412d4f0d2629f844ecbe93adcf48444e142ed80b4f6faaee02d6c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":8340428,"sha256":"sha256:0382b2dac634d738256a234eb74c198dfceda346b33b3c1df45ad1f2f825b829","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3fc965ced9026f0dcded9e5383166d79ad568dc397f672b01446e5ee6fab7e37"},{"path":"tokenizer_config.json","role":"config","sizeBytes":509,"sha256":"sha256:7931febe14783fb3e26ca14599a0fee4faac0284b7f94094e559d0bbcd8bfe3d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d4da5eb776470157d911b51d97bf77bed4f62ca44f16083f0a67dceecf471ce1"},{"path":"weights.safetensors","role":"weight","sizeBytes":610600853,"sha256":"sha256:0173cc2a4a0fc1de487765b0b6b4f257727ec0526764a8ef9a6c71c1b8b8589a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a1f58cc095b3df90cd77e15ce6da68c67cc3e18440526d67d186cab9b4d01d7f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:821c9572712753dd93868aad154d1334002a5f874a38e631edb952a06a7d3f52","representationDigest":"sha256:fc4778813eff95f51bdff27474f7ed0485c5fdf014ccb84b5879fd5c65ebba6c","evidenceSnapshotDigest":"sha256:f78762a20aedd77500ee174fd381a569952083366788f35365119103d1c7ad65","evaluatedAt":"2026-09-25T01:03:43.697Z","authorityVersion":"sha256:096a3c974c0447b24c7b485f7a4c0d88ed59537bfed679e9c62abc6199e66463","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":4,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T10:46:16.454Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx"}},"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":8,"publicDownloadableFileCount":4,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":618949861,"label":"590.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":43,"upstreamStars":0,"label":"43 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-ZeroShot-NER-Genomic-Small-166M-mlx"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/8 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-ZeroShot-NER-Genomic-Small-166M-mlx","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":4,"totalFiles":8},"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-zeroshot-ner-genomic-small-166m-mlx/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-ZeroShot-NER-Genomic-Small-166M-mlx"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T10:46:16.454Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/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-ZeroShot-NER-Genomic-Small-166M-mlx"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/8 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-ZeroShot-NER-Genomic-Small-166M-mlx","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":4,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/distribution"},"supportedClaims":["OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-ZeroShot-NER-Genomic-Small-166M-mlx 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-zeroshot-ner-genomic-small-166m-mlx/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-zeroshot-ner-genomic-small-166m-mlx/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."}}