{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T07:46:29.882Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-iiiorg-piiranha-v1-detect-personal-information","repo":"iiiorg/piiranha-v1-detect-personal-information","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1129327363,"readinessCheckedAt":"2026-11-02T06:09:59.707Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1129327363,"readinessCheckedAt":"2026-11-02T06:09:59.707Z","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-iiiorg-piiranha-v1-detect-personal-information","owner":"iiiorg","name":"piiranha-v1-detect-personal-information","repo":"iiiorg/piiranha-v1-detect-personal-information","type":"llm","summary":"Model from Hugging Face for token classification: iiiorg/piiranha-v1-detect-personal-information · 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":"cc-by-nc-nd-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-nd-4.0"},{"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":"cc-by-nc-nd-4.0","status":"recorded"},"lineage":[{"repo":"microsoft/mdeberta-v3-base","field":"baseModel"}],"parameters":null,"size":{"bytes":1133648075,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"iiiorg","sourceUrl":"https://huggingface.co/iiiorg/piiranha-v1-detect-personal-information","license":"cc-by-nc-nd-4.0","licenseState":"known","licenseLabel":"cc-by-nc-nd-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-nc-nd-4.0","transformers","safetensors","deberta-v2","token-classification","generated_from_trainer","pii","privacy","personaldata","redaction","piidetection","en","it","fr","de","nl","es","dataset:ai4privacy/pii-masking-400k","base_model:microsoft/mdeberta-v3-base","base_model:finetune:microsoft/mdeberta-v3-base","license:cc-by-nc-nd-4.0"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","model","bin"],"baseModel":"microsoft/mdeberta-v3-base","derivedFrom":"microsoft/mdeberta-v3-base","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-nd-4.0","metrics":["precision","recall","f1","accuracy"],"datasets":["ai4privacy/pii-masking-400k"],"paperIds":[],"repoType":"model","baseModel":"microsoft/mdeberta-v3-base","languages":["en","it","fr","de","nl","es"],"sourceUrl":"https://huggingface.co/iiiorg/piiranha-v1-detect-personal-information","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"token-classification transformers llm model en it fr de nl es ai4privacy/pii-masking-400k precision recall f1 accuracy microsoft/mdeberta-v3-base piiranha-1 safetensors","semanticTerms":["token-classification","transformers","llm","model","en","it","fr","de","nl","es","ai4privacy/pii-masking-400k","precision","recall","f1","accuracy","microsoft/mdeberta-v3-base","piiranha-1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":9005},{"lfs":false,"path":"added_tokens.json","sizeBytes":23},{"lfs":false,"path":"config.json","sizeBytes":1744},{"lfs":true,"path":"model.safetensors","sizeBytes":1112954872},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":286},{"lfs":true,"path":"spm.model","sizeBytes":4305025},{"lfs":true,"path":"tokenizer.json","sizeBytes":16350764},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":19674},{"lfs":true,"path":"training_args.bin","sizeBytes":5112}],"modelIndexNames":["piiranha-1"]},"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":1133648075,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1133648075,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":228860,"stars":249,"citations":0,"updatedAt":"2026-09-21T00:55:44.946Z","createdAt":"2026-09-21T00:54:29.224Z","version":"hf-main","upstream":{"gated":false,"repoId":"iiiorg/piiranha-v1-detect-personal-information","private":false,"repoUrl":"https://huggingface.co/iiiorg/piiranha-v1-detect-personal-information","disabled":false,"provider":"huggingface","repoType":"model","revision":"255acde67a2f34cf452eb42e365b24d2957352fc","fetchedAt":"2026-09-21T00:54:29.219Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-nd-4.0","licenseDeclared":"cc-by-nc-nd-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T00:55:44.946Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":6,"mirroredBytes":1129327363,"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_7a71a394461e416d6701931aa92e25f65063beb8823e6dca7d89c0c081194ef1","artifactId":"hf-model-iiiorg-piiranha-v1-detect-personal-information","representationId":"rep-83582d9c7c8670750e904a8a290a4fd097ddf48ffd430db69b117ec68f144372","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-83582d9c7c8670750e904a8a290a4fd097ddf48ffd430db69b117ec68f144372","artifactId":"hf-model-iiiorg-piiranha-v1-detect-personal-information","format":"safetensors","source":{"provider":"huggingface","identity":"iiiorg/piiranha-v1-detect-personal-information","revision":"255acde67a2f34cf452eb42e365b24d2957352fc","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":23,"sha256":"sha256:fb697283833d25e2c711f1bc37730ecd8b20f4bd5f015db1d84aefe0adc9155a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f2b8128f0097e8fcb21b814ed2f1ec2df7a146e426284604be6036b1a72d00cd"},{"path":"config.json","role":"config","sizeBytes":1744,"sha256":"sha256:cdbff3e3afd8264c0110de45d4a63ec3c93f81b1d837010809b44097c7615244","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e9b30dd16537ce21d9a306427d06f9763f25b29cdd818b3776866cb0e110a7ea"},{"path":"model.safetensors","role":"weight","sizeBytes":1112954872,"sha256":"sha256:3d503b6804dd734b8f5c9c98c7c38c431cba99778da53987a6945cf1503f3b82","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f7f14faf20b9e70dafeae37a272b6f9c09ef8810922a0bb28639ce067991345"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":286,"sha256":"sha256:9463f61e1b109a8eb4688b829260d7c6b1e6dff04c98ff7269bb89e2b92369b9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bab60101779d11c9f544de5f49f6c7b1732b5eb25e7ad2f7d28c6ad8396c6011"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":16350764,"sha256":"sha256:9ddbe35b768b22d6cd0d61a0a88ea3a188b7c00bbb7b825f9f247cf0b79c2365","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:05be70e37905a76f26d2e00257bc430489858a8b25c847b842b1f6f4780c52bf"},{"path":"tokenizer_config.json","role":"config","sizeBytes":19674,"sha256":"sha256:fa09cf22b9d723377f95706967f789ca1a8267e1412385705e1ed51ce0559189","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:524206e68218822dcabcd30c759362f6036dc41956ed0687cb65df01d2a61435"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:fab9c9177152f91a064806baa5cfd7721bf919ed21663870ea1759a8bfc05f1a","representationDigest":"sha256:920bea69ba18025e0ad763217c109091d19a0c3e309d780a8a217cddc7b68243","evidenceSnapshotDigest":"sha256:7878f4030e86d964d7a38dc99e7c15eed2d0c810e23cd5cafb1b08ebee2f1202","evaluatedAt":"2026-09-21T00:55:45.414Z","authorityVersion":"sha256:427cb3cf1f2719ae9000177646e19de8a6bb565cf58e486ef3aab09b811f17aa","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":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T06:09:59.707Z","evidence_url":"/api/manifests/hf-model-iiiorg-piiranha-v1-detect-personal-information"}},"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":10,"publicDownloadableFileCount":6,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1133648075,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":228860,"upstreamStars":249,"label":"229K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-nd-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"iiiorg/piiranha-v1-detect-personal-information"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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":["Provenance: iiiorg/piiranha-v1-detect-personal-information","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-nd-4.0","Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/iiiorg/piiranha-v1-detect-personal-information"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"iiiorg/piiranha-v1-detect-personal-information"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T06:09:59.707Z","evidence_url":"/api/manifests/hf-model-iiiorg-piiranha-v1-detect-personal-information"},"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-iiiorg-piiranha-v1-detect-personal-information/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-iiiorg-piiranha-v1-detect-personal-information","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-nd-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"iiiorg/piiranha-v1-detect-personal-information"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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":["Provenance: iiiorg/piiranha-v1-detect-personal-information","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-nd-4.0","Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-iiiorg-piiranha-v1-detect-personal-information/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-iiiorg-piiranha-v1-detect-personal-information","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/distribution"},"supportedClaims":["iiiorg/piiranha-v1-detect-personal-information has 0 self-reported, unqualified Hugging Bay community reviews.","iiiorg/piiranha-v1-detect-personal-information has 0 self-reported run claims; none qualify verification during limited availability.","iiiorg/piiranha-v1-detect-personal-information 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-iiiorg-piiranha-v1-detect-personal-information/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-iiiorg-piiranha-v1-detect-personal-information"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-iiiorg-piiranha-v1-detect-personal-information/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."}}