{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T18:32:35.811Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-kalyan-ks-ettin-68m-nemotron-pii","repo":"kalyan-ks/ettin-68m-nemotron-pii","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":140527895,"readinessCheckedAt":"2026-11-03T14:17:50.628Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":140527895,"readinessCheckedAt":"2026-11-03T14:17:50.628Z","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-kalyan-ks-ettin-68m-nemotron-pii","owner":"kalyan-ks","name":"ettin-68m-nemotron-pii","repo":"kalyan-ks/ettin-68m-nemotron-pii","type":"llm","summary":"Model from Hugging Face for token classification: kalyan-ks/ettin-68m-nemotron-pii · 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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":140541452,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"kalyan-ks","sourceUrl":"https://huggingface.co/kalyan-ks/ettin-68m-nemotron-pii","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","modernbert","token-classification","pii-detection","ner","pii","privacy","en","dataset:nvidia/nemotron-pii","base_model:jhu-clsp/ettin-encoder-68m","base_model:finetune:jhu-clsp/ettin-encoder-68m","license:mit","model-index","endpoints_compatible","region:us","llm","nvidia/nemotron-pii","f1","recall"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["f1","recall","precision"],"datasets":["nvidia/Nemotron-PII"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/kalyan-ks/ettin-68m-nemotron-pii","evalResults":[{"task":"Named Entity Recognition","score":"0.9627","metric":"F1 (micro)","verified":false,"benchmark":"nvidia/Nemotron-PII"},{"task":"Named Entity Recognition","score":"0.9635","metric":"Precision","verified":false,"benchmark":"nvidia/Nemotron-PII"},{"task":"Named Entity Recognition","score":"0.9619","metric":"Recall","verified":false,"benchmark":"nvidia/Nemotron-PII"}],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","tags"],"semanticText":"token-classification transformers llm model en nvidia/nemotron-pii f1 recall precision ettin-68m-nemotron-pii safetensors","semanticTerms":["token-classification","transformers","llm","model","en","nvidia/nemotron-pii","f1","recall","precision","ettin-68m-nemotron-pii","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":12038},{"lfs":false,"path":"config.json","sizeBytes":7447},{"lfs":true,"path":"model.safetensors","sizeBytes":136936662},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583327},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":459}],"modelIndexNames":["ettin-68m-nemotron-pii"]},"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":140541452,"sizeKnown":true,"sizeLabel":"134.0 MB","sizeReason":"","declaredSizeBytes":140541452,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":610,"stars":7,"citations":0,"updatedAt":"2026-09-21T22:48:51.193Z","createdAt":"2026-06-30T02:18:54.296Z","version":"hf-main","upstream":{"gated":false,"repoId":"kalyan-ks/ettin-68m-nemotron-pii","private":false,"repoUrl":"https://huggingface.co/kalyan-ks/ettin-68m-nemotron-pii","disabled":false,"provider":"huggingface","repoType":"model","revision":"500262a2aaf913825ef750ef255c3fe437cd8e64","fetchedAt":"2026-09-21T22:48:20.707Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T22:48:51.193Z","mirroredBy":"mirror-batch-worker","totalFiles":6,"hostedFiles":4,"mirroredBytes":140527895,"mirroredFiles":4,"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_bb22676f4e73dbba04567f499cfc74684ecaf54f789b54c0ac07241b99c759b4","artifactId":"hf-model-kalyan-ks-ettin-68m-nemotron-pii","representationId":"rep-a63981cc52651550add815ed236eddf5e6d493e682c7643831d0ff8114f27a6e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-a63981cc52651550add815ed236eddf5e6d493e682c7643831d0ff8114f27a6e","artifactId":"hf-model-kalyan-ks-ettin-68m-nemotron-pii","format":"safetensors","source":{"provider":"huggingface","identity":"kalyan-ks/ettin-68m-nemotron-pii","revision":"500262a2aaf913825ef750ef255c3fe437cd8e64","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":7447,"sha256":"sha256:7706ce97e86e93bba7718591de4d2fc9e78cfcbc72eb98ddfdbce83fcf638150","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:66cd6f7db10f052927947f94431812e0771337d0a8d8d6b0ff3d7c877e2209a1"},{"path":"model.safetensors","role":"weight","sizeBytes":136936662,"sha256":"sha256:8686387e885e536fa81fa84cebc56c78593004496f4fa593b25cc329bb237cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e9f16d2cd6651e3c3816ffb4a6fe34190007a4584eba0736762ea8330b685f15"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583327,"sha256":"sha256:c7a995f78d60cc3c253902f4b5becfe2f9d0b44f78e6e2f81a343a0cb71789e6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e265ad38954b63d31af5dee70f2be81764c16907e65d81d9394cb7c573c948f1"},{"path":"tokenizer_config.json","role":"config","sizeBytes":459,"sha256":"sha256:41bf10324e96b85f83e4f672f45ad17751e61e93feb575671d3572ea63a39f9c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:764d39ce434ddecf28fef2dc205d6f53da50e6a4ffad80653d3b4ef17473cd88"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:da711ae191124cbfbb6f74ba9a3a8d504586f8323505916ba31e0dd5ee273625","representationDigest":"sha256:2f3f1f1c7668dbb957cb1fc4ecc0a5b118be3c23e494bfbbba9fa0fb0c625368","evidenceSnapshotDigest":"sha256:0c2dbb0cb211e253ff5d73396c0d145fce71efdc9ae2015ab526eed4063221df","evaluatedAt":"2026-09-21T22:48:51.544Z","authorityVersion":"sha256:8659041dea4214aa23cd47ab05aa83a4f8cb44d0dffd7f73893562c097051457","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":6,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T14:17:50.628Z","evidence_url":"/api/manifests/hf-model-kalyan-ks-ettin-68m-nemotron-pii"}},"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":6,"publicDownloadableFileCount":4,"externalFileCount":6,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":140541452,"label":"134.0 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":610,"upstreamStars":7,"label":"610 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"kalyan-ks/ettin-68m-nemotron-pii"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/6 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: mit","Provenance: kalyan-ks/ettin-68m-nemotron-pii","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/6 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":2,"totalFiles":6},"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-kalyan-ks-ettin-68m-nemotron-pii/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"kalyan-ks/ettin-68m-nemotron-pii"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T14:17:50.628Z","evidence_url":"/api/manifests/hf-model-kalyan-ks-ettin-68m-nemotron-pii"},"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-kalyan-ks-ettin-68m-nemotron-pii/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-kalyan-ks-ettin-68m-nemotron-pii","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"kalyan-ks/ettin-68m-nemotron-pii"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/6 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: mit","Provenance: kalyan-ks/ettin-68m-nemotron-pii","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/6 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":2,"totalFiles":6},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-kalyan-ks-ettin-68m-nemotron-pii/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-kalyan-ks-ettin-68m-nemotron-pii","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/distribution"},"supportedClaims":["kalyan-ks/ettin-68m-nemotron-pii has 0 self-reported, unqualified Hugging Bay community reviews.","kalyan-ks/ettin-68m-nemotron-pii has 0 self-reported run claims; none qualify verification during limited availability.","kalyan-ks/ettin-68m-nemotron-pii 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-kalyan-ks-ettin-68m-nemotron-pii/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-kalyan-ks-ettin-68m-nemotron-pii"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-kalyan-ks-ettin-68m-nemotron-pii/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."}}