{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-08T14:53:06.260Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1","repo":"OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1129508547,"readinessCheckedAt":"2026-11-08T14:45:17.538Z","readinessSource":"shared-last-good","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1129508547,"readinessCheckedAt":"2026-11-08T14:45:17.538Z","readinessSource":"shared-last-good","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-french-msuperclinical-large-279m-v1","owner":"OpenMed","name":"OpenMed-PII-French-mSuperClinical-Large-279M-v1","repo":"OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1","type":"llm","summary":"Model from Hugging Face for token classification: OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-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":"microsoft/mdeberta-v3-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":"microsoft/mdeberta-v3-base","field":"baseModel"}],"parameters":null,"size":{"bytes":1133830374,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OpenMed","sourceUrl":"https://huggingface.co/OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-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","deberta-v2","token-classification","ner","pii","pii-detection","de-identification","privacy","healthcare","medical","clinical","phi","french","pytorch","openmed","fr","base_model:microsoft/mdeberta-v3-base","base_model:finetune:microsoft/mdeberta-v3-base","license:apache-2.0"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","model"],"baseModel":"microsoft/mdeberta-v3-base","derivedFrom":"microsoft/mdeberta-v3-base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","precision","recall"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"microsoft/mdeberta-v3-base","languages":["fr"],"sourceUrl":"https://huggingface.co/OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1","evalResults":[{"task":"Named Entity Recognition","score":"0.9674","metric":"F1 (micro)","verified":false,"benchmark":"AI4Privacy (French subset)"},{"task":"Named Entity Recognition","score":"0.9662","metric":"Precision","verified":false,"benchmark":"AI4Privacy (French subset)"},{"task":"Named Entity Recognition","score":"0.9687","metric":"Recall","verified":false,"benchmark":"AI4Privacy (French 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 fr f1 precision recall microsoft/mdeberta-v3-base openmed-pii-french-msuperclinical-base-279m-v1 safetensors","semanticTerms":["token-classification","transformers","llm","model","fr","f1","precision","recall","microsoft/mdeberta-v3-base","openmed-pii-french-msuperclinical-base-279m-v1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":9745},{"lfs":false,"path":"added_tokens.json","sizeBytes":23},{"lfs":false,"path":"all_results.json","sizeBytes":978},{"lfs":false,"path":"classification_report.txt","sizeBytes":3509},{"lfs":false,"path":"config.json","sizeBytes":4383},{"lfs":false,"path":"eval_results.json","sizeBytes":406},{"lfs":true,"path":"model.safetensors","sizeBytes":1113133288},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":286},{"lfs":true,"path":"spm.model","sizeBytes":4305025},{"lfs":false,"path":"test_results.json","sizeBytes":388},{"lfs":true,"path":"tokenizer.json","sizeBytes":16350862},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":19705},{"lfs":false,"path":"train_results.json","sizeBytes":206}],"modelIndexNames":["OpenMed-PII-French-mSuperClinical-Base-279M-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":1133830374,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1133830374,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":44,"stars":0,"citations":0,"updatedAt":"2026-09-25T09:20:12.791Z","createdAt":"2026-09-25T09:18:19.334Z","version":"hf-main","upstream":{"gated":false,"repoId":"OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1","private":false,"repoUrl":"https://huggingface.co/OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"61f1180a155768cfa052e5ae469b334d2256b0b3","fetchedAt":"2026-09-25T09:18:19.331Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-25T09:20:12.791Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":6,"mirroredBytes":1129508547,"mirroredFiles":6,"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_2ffb971f070dd91b1aa5f39909040f04fbbfa7f53d8c4316f04ea678dd152d51","artifactId":"hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1","representationId":"rep-3c38ad42a0dc55280d604e73965fec861b80e7237bca8ca5707465d3129cf984","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-3c38ad42a0dc55280d604e73965fec861b80e7237bca8ca5707465d3129cf984","artifactId":"hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1","format":"safetensors","source":{"provider":"huggingface","identity":"OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1","revision":"61f1180a155768cfa052e5ae469b334d2256b0b3","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":23,"sha256":"sha256:fb697283833d25e2c711f1bc37730ecd8b20f4bd5f015db1d84aefe0adc9155a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b8e75253e028c85e849c38ce77bebb6e479920fa98bef882faf7933cef11c5c4"},{"path":"config.json","role":"config","sizeBytes":4383,"sha256":"sha256:1089a6b59bf5295b848e76b7dbf2ecf17931e8ab309863b66edb3270705e99d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b54bee35d4d208c67f224fa88e761a400a704db77ac00f436c72020bb2dffcac"},{"path":"model.safetensors","role":"weight","sizeBytes":1113133288,"sha256":"sha256:7c05e2a63fbf90549dad6441d9563d0c066225d50fb031b0447991f6a61a931c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8ed8e5e6839a6f926944b5bc0153e40bc1c5d24fab3a4a1d05076b2fec444363"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":286,"sha256":"sha256:9463f61e1b109a8eb4688b829260d7c6b1e6dff04c98ff7269bb89e2b92369b9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fd785063d82ca9fdcfd509d0a0fa1a482cc709264b6f4a56c18069312e86d97"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":16350862,"sha256":"sha256:d5249d92f8d658ed3d19f52a5885b7abbf7f82a90cc18a2b6c7166af54a884f6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:85bf195c2fd1592c534a8c80514361ed8da3ad911ddd2fecce18c372233b05db"},{"path":"tokenizer_config.json","role":"config","sizeBytes":19705,"sha256":"sha256:55fbc7b86c6bf6c9c4cd96b77845bf19e5d2370c652744bd9e5e087738c9a76b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:83a21267fa1c6e0d3b0766904f7d7ef0a1d1d28b841da4b3b5f4025b7f03e472"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:75c77010b48caf92e4de4bc5d7384e0fa19cfcde94728629686860cdf51c6874","representationDigest":"sha256:064901fff97876129c5059a30759f047236e767dadd00222a47d30a0ae595d0e","evidenceSnapshotDigest":"sha256:a4ad74b16892de9ab7cc81783efa613041aeef1edfaf254b38bdb23e9311fe16","evaluatedAt":"2026-09-25T09:20:13.060Z","authorityVersion":"sha256:2a3a173b2dca3636fd1d1fdb75683407626c9ff99142d9cd4fee26822e9f93b7","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-08T14:45:17.538Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-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":14,"publicDownloadableFileCount":6,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1133830374,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":44,"upstreamStars":0,"label":"44 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-French-mSuperClinical-Large-279M-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/14 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-French-mSuperClinical-Large-279M-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":8,"totalFiles":14},"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-french-msuperclinical-large-279m-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-French-mSuperClinical-Large-279M-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-08T14:45:17.538Z","evidence_url":"/api/manifests/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-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-french-msuperclinical-large-279m-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-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-French-mSuperClinical-Large-279M-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/14 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-French-mSuperClinical-Large-279M-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":8,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/distribution"},"supportedClaims":["OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-v1 has 0 self-reported run claims; none qualify verification during limited availability.","OpenMed/OpenMed-PII-French-mSuperClinical-Large-279M-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-french-msuperclinical-large-279m-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-french-msuperclinical-large-279m-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."}}