{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T03:47:50.924Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1","repo":"OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":1132242743,"readinessCheckedAt":"2026-11-02T21:44:30.987Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":1132242743,"readinessCheckedAt":"2026-11-02T21:44:30.987Z","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-pii-german-bigmed-large-278m-v1","owner":"OpenMed","name":"OpenMed-PII-German-BigMed-Large-278M-v1","repo":"OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1 · 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":"baseModel","value":"FacebookAI/xlm-roberta-base"},{"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":"FacebookAI/xlm-roberta-base","field":"baseModel"}],"parameters":null,"size":{"bytes":1132244313,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","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","transformers","safetensors","xlm-roberta","token-classification","ner","pii","pii-detection","de-identification","privacy","healthcare","medical","clinical","phi","german","pytorch","openmed","de","base_model:facebookai/xlm-roberta-base","base_model:finetune:facebookai/xlm-roberta-base","license:apache-2.0"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","model"],"baseModel":"FacebookAI/xlm-roberta-base","derivedFrom":"FacebookAI/xlm-roberta-base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","precision","recall"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"FacebookAI/xlm-roberta-base","languages":["de"],"sourceUrl":"https://huggingface.co/OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","evalResults":[{"task":"Named Entity Recognition","score":"0.9618","metric":"F1 (micro)","verified":false,"benchmark":"AI4Privacy (German subset)"},{"task":"Named Entity Recognition","score":"0.9596","metric":"Precision","verified":false,"benchmark":"AI4Privacy (German subset)"},{"task":"Named Entity Recognition","score":"0.964","metric":"Recall","verified":false,"benchmark":"AI4Privacy (German subset)"}],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"token-classification transformers llm model de f1 precision recall facebookai/xlm-roberta-base openmed-pii-german-bigmed-base-278m-v1 safetensors","semanticTerms":["token-classification","transformers","llm","model","de","f1","precision","recall","facebookai/xlm-roberta-base","openmed-pii-german-bigmed-base-278m-v1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":9665},{"lfs":false,"path":"all_results.json","sizeBytes":974},{"lfs":false,"path":"classification_report.txt","sizeBytes":3510},{"lfs":false,"path":"config.json","sizeBytes":4173},{"lfs":false,"path":"eval_results.json","sizeBytes":404},{"lfs":true,"path":"model.safetensors","sizeBytes":1110070056},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5069051},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":280},{"lfs":false,"path":"test_results.json","sizeBytes":387},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082832},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1206},{"lfs":false,"path":"train_results.json","sizeBytes":205}],"modelIndexNames":["OpenMed-PII-German-BigMed-Base-278M-v1"]},"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":1132244313,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1132244313,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":541,"stars":0,"citations":0,"updatedAt":"2026-08-29T19:11:02.490Z","createdAt":"2026-06-30T02:19:49.618Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"76f3eb5b787cfdf14b5925305ccc9e9db003e102","fetchedAt":"2026-08-29T14:30:43.812Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-08-29T19:11:02.490Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":12,"mirroredBytes":1132242743,"mirroredFiles":12,"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_4c30ccc258febb47ff9fd1560c02d9671d16fb117a92fe47a0e7cb04803b2981","artifactId":"hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1","representationId":"rep-781a622699d726afa0153af8f82cc71cea79540dd850e3f9025cb2f01b93020e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-781a622699d726afa0153af8f82cc71cea79540dd850e3f9025cb2f01b93020e","artifactId":"hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1","revision":"76f3eb5b787cfdf14b5925305ccc9e9db003e102","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":9665,"sha256":"sha256:bcfa8aeb54c52639fdf2ebfac44d1e8528d4f03334b1505e5c07d00135c872a7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:85d904fe58f7c9032225d74c6ad21c21ba4b1236c065731c4dd352ea873beea6"},{"path":"all_results.json","role":"support","sizeBytes":974,"sha256":"sha256:8837611b4ca38321cb79ccca3d3966ca912219fda4954f5c19e4092d3ad707fd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fc28cb79468fa240d93a43539204f1663dfae460b918ec1b743f9c9a2ad55c3"},{"path":"classification_report.txt","role":"support","sizeBytes":3510,"sha256":"sha256:ca0915584e3d2da4c09e5404d24133b57c0489f201f7ea236667a498fd2f887e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac839c7ea4ae96109d3663ec3ec943dbcefb38ef722a065bf420d955c445f2ad"},{"path":"config.json","role":"config","sizeBytes":4173,"sha256":"sha256:7ca7b8b2c551b11b67145d34785464fc7849023198bd3f95871949575863046d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7a5fd69d5c894d733ba9a1e0fce077f32f1cdef39e28649de51c589b975f620f"},{"path":"eval_results.json","role":"support","sizeBytes":404,"sha256":"sha256:0639f7b74152580959abaafd29c4cb354da0c2b9fad1572440e09a4c7c94c7f7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:26d983823ffb07ad4a52781aacf6d76653004021c5f18873caaf54f9472894c1"},{"path":"model.safetensors","role":"weight","sizeBytes":1110070056,"sha256":"sha256:18a1e3672ca32bf519c0d3b55dec9498778d9f61b1acb7fc8398601e93b64e9e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:25ce0bc8f765041d8ee3910b4512c1932f356dc73b3dd61af77a92ac555d4238"},{"path":"sentencepiece.bpe.model","role":"support","sizeBytes":5069051,"sha256":"sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:66cd025fb0bd926fc5069b4ee83de683c22b75cba75a3761508820c4be5549ae"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:568098c67a8a27d4449e99a8fad5fc0510daf2055866dbe62ed815f888415587"},{"path":"test_results.json","role":"support","sizeBytes":387,"sha256":"sha256:b15575f0271713a61d2ddecc01f1179f80726f47a5b0c8eb688baeefa3e9ddd7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c06faf80c95708297270c966c327a19314568afa6e82b8c8caa28110530df6e3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082832,"sha256":"sha256:8373f9cd3d27591e1924426bcc1c8799bc5a9affc4fc857982c5d66668dd1f41","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dcc147c595822227e8091755e0b98cebabe04cf3999bf28a4c6aa6c00aeb5b1e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1206,"sha256":"sha256:7c4757aaebb146fb8695aead80e1a8f21d83cde9e629a9e9314f18ca118fe411","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:90ec6aa8b3f7386b95be621ee2ae25ff812f96301b7cfeabd385f8064bc0b12a"},{"path":"train_results.json","role":"support","sizeBytes":205,"sha256":"sha256:93df10056ec0c4b887dfb2b11d6c6ab6e8c97c5e9d5f34c5015e9683a34e0c50","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c04e7c7d1510fbe55f83594cb17296611a6725d079986e1a7545f73fc6945441"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b732a32461cfdc569886254e5f8cd4ab3f64d154156e9e0810d6839c4b55a1f9","representationDigest":"sha256:3e56a2ba8af65ce9ad50165e886994264049a94eeec15c57a7f14c979e9d6889","evidenceSnapshotDigest":"sha256:cf6f3db878566820396209921c1e7c998dce40a39c14a5282450e17ae0333c08","evaluatedAt":"2026-08-29T19:11:03.047Z","authorityVersion":"sha256:e0e5fb3f2cac64348f501b8bf75d15ca72f72bf8448c779b51bfae13e7ea0c72","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T21:44:30.987Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1"}},"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":13,"publicDownloadableFileCount":12,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1132244313,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":541,"upstreamStars":0,"label":"541 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-PII-German-BigMed-Large-278M-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/13 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-PII-German-BigMed-Large-278M-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":1,"totalFiles":13},"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-pii-german-bigmed-large-278m-v1/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-PII-German-BigMed-Large-278M-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T21:44:30.987Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1"},"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-pii-german-bigmed-large-278m-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/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-PII-German-BigMed-Large-278M-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/13 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-PII-German-BigMed-Large-278M-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":1,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/distribution"},"supportedClaims":["OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1 has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1 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-pii-german-bigmed-large-278m-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-german-bigmed-large-278m-v1/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."}}