{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T14:26:56.878Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1","repo":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":542219977,"readinessCheckedAt":"2026-11-02T13:36:08.136Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":542219977,"readinessCheckedAt":"2026-11-02T13:36:08.136Z","readinessSource":"file-check","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-temsa-openmed-mliteclinical-irishppsn-135m-v1","owner":"temsa","name":"OpenMed-mLiteClinical-IrishPPSN-135M-v1","repo":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","type":"llm","summary":"Model from Hugging Face for token classification: temsa/OpenMed-mLiteClinical-IrishPPSN-135M-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":"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":1082646338,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"temsa","sourceUrl":"https://huggingface.co/temsa/OpenMed-mLiteClinical-IrishPPSN-135M-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","onnx","safetensors","distilbert","token-classification","pii","healthcare","de-identification","ireland","ppsn","irish-gaelic","en","ga","dataset:nvidia/nemotron-pii","dataset:joelniklaus/mapa","dataset:unimelb-nlp/wikiann","dataset:dataikunlp/kiji-pii-training-data","base_model:openmed/openmed-pii-mliteclinical-base-135m-v1","base_model:quantized:openmed/openmed-pii-mliteclinical-base-135m-v1","license:apache-2.0"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","gitignore","md","json","py","safetensors","onnx","toml"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["nvidia/Nemotron-PII","joelniklaus/mapa","unimelb-nlp/wikiann","DataikuNLP/kiji-pii-training-data"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","ga"],"sourceUrl":"https://huggingface.co/temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","evalResults":[{"task":"PPSN detection (Irish large eval)","score":"0.8979","metric":"Irish large F1","verified":false,"benchmark":"irish_ppsn_eval_large_v2"},{"task":"PPSN detection (multilingual gov + citizen + HSE)","score":"0.9704","metric":"Multilingual suite F1","verified":false,"benchmark":"multilingual_ppsn_v1_all"}],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","model-index","pipeline_tag","tags"],"semanticText":"token-classification transformers llm model en ga nvidia/nemotron-pii joelniklaus/mapa unimelb-nlp/wikiann dataikunlp/kiji-pii-training-data openmed-mliteclinical-irishppsn-135m-v1 onnx safetensors","semanticTerms":["token-classification","transformers","llm","model","en","ga","nvidia/nemotron-pii","joelniklaus/mapa","unimelb-nlp/wikiann","dataikunlp/kiji-pii-training-data","openmed-mliteclinical-irishppsn-135m-v1","onnx","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":".gitignore","sizeBytes":26},{"lfs":false,"path":"LICENSE","sizeBytes":10280},{"lfs":false,"path":"NOTICE","sizeBytes":1222},{"lfs":false,"path":"PORTFOLIO_COMPARISON.md","sizeBytes":13822},{"lfs":false,"path":"README.md","sizeBytes":19080},{"lfs":false,"path":"config.json","sizeBytes":6059},{"lfs":false,"path":"eval/ab_non_ppsn_base_agreement_small.json","sizeBytes":3122},{"lfs":false,"path":"eval/benchmark_multilingual_ppsn_v1_all_word_aligned_t04_cpu.json","sizeBytes":2849},{"lfs":false,"path":"eval/eval_manual_irish_large_v2_word_aligned_t04.json","sizeBytes":600},{"lfs":false,"path":"eval/eval_manual_irish_reg_v5_word_aligned_t04.json","sizeBytes":557},{"lfs":false,"path":"eval/eval_manual_qa_regression_v6_validated_word_aligned_t04.json","sizeBytes":534},{"lfs":false,"path":"eval/eval_manual_qa_regression_v8_word_aligned_t04.json","sizeBytes":529},{"lfs":false,"path":"eval/eval_manual_user_raw_cases_word_aligned_t04.json","sizeBytes":529},{"lfs":false,"path":"inference_word_aligned.py","sizeBytes":4466},{"lfs":false,"path":"label_meta.json","sizeBytes":2377},{"lfs":true,"path":"model.safetensors","sizeBytes":539280896},{"lfs":true,"path":"onnx/model.onnx","sizeBytes":539380144},{"lfs":false,"path":"pyproject.toml","sizeBytes":356},{"lfs":false,"path":"qa_config.json","sizeBytes":325},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":2919460},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1365},{"lfs":false,"path":"vocab.txt","sizeBytes":995526}],"modelIndexNames":["OpenMed-mLiteClinical-IrishPPSN-135M-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":1082646338,"sizeKnown":true,"sizeLabel":"1.0 GB","sizeReason":"","declaredSizeBytes":1082646338,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":42,"stars":0,"citations":0,"updatedAt":"2026-09-27T07:12:21.517Z","createdAt":"2026-09-27T07:11:26.074Z","version":"hf-main","upstream":{"gated":false,"repoId":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","private":false,"repoUrl":"https://huggingface.co/temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"92a9008cfe224c88639ace1cc0c293379263fe6e","fetchedAt":"2026-09-27T07:11:26.071Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-27T07:12:21.517Z","mirroredBy":"mirror-batch-worker","totalFiles":24,"hostedFiles":7,"mirroredBytes":542219977,"mirroredFiles":7,"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_bde4142516f63820d857e1516576c5b0426d82f92c83e721ab540f6f66b55874","artifactId":"hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1","representationId":"rep-c62c6888aa5917952ebfa1dfa7ce4c93acf15907cffa5b66e8b554bcbb3ff707","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c62c6888aa5917952ebfa1dfa7ce4c93acf15907cffa5b66e8b554bcbb3ff707","artifactId":"hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1","format":"safetensors","source":{"provider":"huggingface","identity":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","revision":"92a9008cfe224c88639ace1cc0c293379263fe6e","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":10280,"sha256":"sha256:074e6e32c86a4c0ef8b3ed25b721ca23aca83df277cd88106ef7177c354615ff","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:033f009855c42c8b81fd78421a45afd48818df109727ce80442e6c28fa151900"},{"path":"NOTICE","role":"support","sizeBytes":1222,"sha256":"sha256:a4880565c617e894a95c153857b92aeaeda197cc12a695a5be9ef3efc295844b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac4fe7ca005bc58e30ec26bacb3ea5edd2e8d814e883c676b0e0b5b5eefe9407"},{"path":"config.json","role":"config","sizeBytes":6059,"sha256":"sha256:f44092d2a8e06ac76ee8ebb99be46cf06972dc206cc72bad99abd86abf3dd413","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bd8a5f5080d0b914ef7028e25a150cc4e93c3c655eb26455cd41132a4b6c0cc9"},{"path":"model.safetensors","role":"weight","sizeBytes":539280896,"sha256":"sha256:15b6c892615d39bfaba5e7417f28def737ad8bf96f01305fb006dbc863d63287","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:86ed09c621088c87661b207ae4628ca82c2585ea4319e1cec9b3d1818181123a"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d7cc9d45ca16309b4f668662c6633b4130ac5428d05044fd1f8a7772944b791f"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2919460,"sha256":"sha256:365be1735058e689dd4db1fe0cab05549f3283e9eb7097a053bead369e83d695","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4c116785671e8415b147a508ea1d0cc401cbfab889ea70648bb74b330482ad35"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1365,"sha256":"sha256:0cc77f500aeba97964273182065c6664119fa1e31144fb1c01577c9a1d540d8c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:154bb9a81df9ce20d675b3b347a8d488100b208c1b4e3ccf526286c58af70e23"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:72ca7624fa407d2ccdc0a226d8d8d5490e619564e40316ffa988e4e5beacf7c8","representationDigest":"sha256:0657b9bba3da8b89ed6b0fca40040f0fca03544a468185f6956b1f81035cdc96","evidenceSnapshotDigest":"sha256:ef13d695c009e5be5a7fb6094ec87ebc2074aa14c7fa325524fb426f225ee896","evaluatedAt":"2026-09-27T07:12:21.929Z","authorityVersion":"sha256:487140f500130424055ba0742926e28393dd81791e73001db45890937c1cbddc","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":24,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T13:36:08.136Z","evidence_url":"/api/manifests/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-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":24,"publicDownloadableFileCount":7,"externalFileCount":24,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1082646338,"label":"1.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":42,"upstreamStars":0,"label":"42 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":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/24 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: temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/24 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":17,"totalFiles":24},"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-temsa-openmed-mliteclinical-irishppsn-135m-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":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T13:36:08.136Z","evidence_url":"/api/manifests/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-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-temsa-openmed-mliteclinical-irishppsn-135m-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-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":"temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/24 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: temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/24 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":17,"totalFiles":24},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/distribution"},"supportedClaims":["temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","temsa/OpenMed-mLiteClinical-IrishPPSN-135M-v1 has 0 self-reported run claims; none qualify verification during limited availability.","temsa/OpenMed-mLiteClinical-IrishPPSN-135M-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-temsa-openmed-mliteclinical-irishppsn-135m-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-temsa-openmed-mliteclinical-irishppsn-135m-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."}}