{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T13:07:12.022Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr","repo":"fmanja/llama-3.2-3b-qlora-finetuned-hr","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":6442761376,"readinessCheckedAt":"2026-11-01T12:20:07.235Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":6442761376,"readinessCheckedAt":"2026-11-01T12:20:07.235Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr","owner":"fmanja","name":"llama-3.2-3b-qlora-finetuned-hr","repo":"fmanja/llama-3.2-3b-qlora-finetuned-hr","type":"llm","summary":"Model from Hugging Face for question answering: fmanja/llama-3.2-3b-qlora-finetuned-hr · transformers","cardDescription":"Answers questions using supplied text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"low","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":12868296206,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"fmanja","sourceUrl":"https://huggingface.co/fmanja/llama-3.2-3b-qlora-finetuned-hr","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","llama","text-generation","humanresources","federal","noa","opm","question-answering","en","dataset:fmanja/noa-finetune-100","base_model:meta-llama/llama-3.2-1b","base_model:finetune:meta-llama/llama-3.2-1b","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","fmanja/noa-finetune-100"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["fmanja/noa-finetune-100"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/fmanja/llama-3.2-3b-qlora-finetuned-hr","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model en fmanja/noa-finetune-100 safetensors","semanticTerms":["question-answering","transformers","llm","model","en","fmanja/noa-finetune-100","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":4404},{"lfs":false,"path":"config.json","sizeBytes":860},{"lfs":false,"path":"generation_config.json","sizeBytes":179},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4965798912},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1459729880},{"lfs":true,"path":"model.safetensors","sizeBytes":6425528856},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":20955},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":335},{"lfs":true,"path":"tokenizer.json","sizeBytes":17209920},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":335}],"modelIndexNames":[]},"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":12868296206,"sizeKnown":true,"sizeLabel":"12.0 GB","sizeReason":"","declaredSizeBytes":12868296206,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":16,"stars":0,"citations":0,"updatedAt":"2026-09-28T10:19:13.275Z","createdAt":"2026-09-28T09:33:17.854Z","version":"hf-main","upstream":{"gated":false,"repoId":"fmanja/llama-3.2-3b-qlora-finetuned-hr","private":false,"repoUrl":"https://huggingface.co/fmanja/llama-3.2-3b-qlora-finetuned-hr","disabled":false,"provider":"huggingface","repoType":"model","revision":"253539bb01045e16ff99f854dc784613c840f6a5","fetchedAt":"2026-09-28T09:33:17.850Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-28T10:19:13.275Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":6442761376,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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_dc8d3006f07d748da139ecd0db1a3f06df5323b412fd0e3e1e3b8d24157fd8c3","artifactId":"hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr","representationId":"rep-4cd08d48ab82367861d6bcd1bbb63036aca3982b8d5534096e9db44b7099bc49","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4cd08d48ab82367861d6bcd1bbb63036aca3982b8d5534096e9db44b7099bc49","artifactId":"hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr","format":"safetensors","source":{"provider":"huggingface","identity":"fmanja/llama-3.2-3b-qlora-finetuned-hr","revision":"253539bb01045e16ff99f854dc784613c840f6a5","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":860,"sha256":"sha256:165813b74689e323470ce89620e2fae510a06e5abee42eb4d8955b663c005a2c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bf20ae608a451b9b3dcbb0c20c40556d0780249eba3109e645d5a523f0930e0d"},{"path":"generation_config.json","role":"config","sizeBytes":179,"sha256":"sha256:adc1cb3bd2efa20788c548c85ab1573f068b1095eea66f1036c7ae2fca9f2259","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:94e96cf691928f6c4782f0bc74082569f8d549fbc0937fd2af6662c308ce5c6b"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4965798912,"sha256":"sha256:3abdf150fb816ff2ea3419a865b8338a98d7e88e44748b9b6ac74a81a7437215","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b1fc69c6e541d33e1ff74201b407bceb1a8481a0d180558469264fe687616078"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":1459729880,"sha256":"sha256:9e2668d2ea31a8094002fe2f0030a2712a6c058fddc9b074081f7bebe84b3d3f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:300615b8ce7e310124dcb9f4507230002e686b3118e2c9a9fbf9a0f45507f1c4"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":20955,"sha256":"sha256:de294a2c6bb99d26fa1727685a9c5771d9b8fb1954d862f44d3171c4930073ac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c157414b45c7edb6e5c64c1f12af0e813466f617959dc59e46e925031aa28791"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":335,"sha256":"sha256:849070cae53bd45439e64ce5b1ddd650a66081b1bd47895c5a58939a05055579","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a4fd71f22e30417754f9ece904422fe645dd7920615f559b0be79a9844fd1a6c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17209920,"sha256":"sha256:6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5967150a25993ad8b7f22ced999797c5a2b24ad5483e79f32ad6ab68439b187d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":335,"sha256":"sha256:e7ed4d8b6cd6bb8d53a6c89d174991b5eee950a749f8dff956e5bf673163dcd3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d0055fddf2dd2b2d78a9d4682376d06a00228c7f58168425f7008f899904cce"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6c29b74b28491239cd5cde36003312c2b262e60cb2e2d010301c12164a1a40cb","representationDigest":"sha256:fd5adc4dac38f03ba5bffa5b60bc2c301addb9d630b7733723a682f04915cba7","evidenceSnapshotDigest":"sha256:87fc1fbca8053d6f2c3d502b5a276454c5a55050c97b86f9e819aa8a9cf85fec","evaluatedAt":"2026-09-28T10:19:13.572Z","authorityVersion":"sha256:889f028f7c6cec2ff8c4e7149f3b141369d121015dd89dbe08655d809e98eaab","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:20:07.235Z","evidence_url":"/api/manifests/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr"}},"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":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":12868296206,"label":"12.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":16,"upstreamStars":0,"label":"16 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":"fmanja/llama-3.2-3b-qlora-finetuned-hr"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: fmanja/llama-3.2-3b-qlora-finetuned-hr","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"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-fmanja-llama-3-2-3b-qlora-finetuned-hr/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"fmanja/llama-3.2-3b-qlora-finetuned-hr"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:20:07.235Z","evidence_url":"/api/manifests/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/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":"fmanja/llama-3.2-3b-qlora-finetuned-hr"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: fmanja/llama-3.2-3b-qlora-finetuned-hr","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/distribution"},"supportedClaims":["fmanja/llama-3.2-3b-qlora-finetuned-hr has 0 self-reported, unqualified Hugging Bay community reviews.","fmanja/llama-3.2-3b-qlora-finetuned-hr has 0 self-reported run claims; none qualify verification during limited availability.","fmanja/llama-3.2-3b-qlora-finetuned-hr 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-fmanja-llama-3-2-3b-qlora-finetuned-hr/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-fmanja-llama-3-2-3b-qlora-finetuned-hr/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."}}