{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T14:07:39.183Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-isotonic-reasoning-llama3-2-3b","repo":"Isotonic/reasoning-llama3.2-3b","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":6442821641,"readinessCheckedAt":"2026-10-31T14:01:41.372Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":6442821641,"readinessCheckedAt":"2026-10-31T14:01:41.372Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-isotonic-reasoning-llama3-2-3b","owner":"Isotonic","name":"reasoning-llama3.2-3b","repo":"Isotonic/reasoning-llama3.2-3b","type":"llm","summary":"Model from Hugging Face for text generation: Isotonic/reasoning-llama3.2-3b · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":6442823211,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Isotonic","sourceUrl":"https://huggingface.co/Isotonic/reasoning-llama3.2-3b","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","text-generation-inference","trl","conversational","en","dataset:isotonic/reasoning-v0.1","arxiv:1910.09700","license:apache-2.0","endpoints_compatible","region:us","llm","isotonic/reasoning-v0.1"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Isotonic/reasoning-v0.1"],"paperIds":["1910.09700"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/Isotonic/reasoning-llama3.2-3b","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["datasets","language","license","tags"],"semanticText":"text-generation transformers llm model en isotonic/reasoning-v0.1 safetensors","semanticTerms":["text-generation","transformers","llm","model","en","isotonic/reasoning-v0.1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":5362},{"lfs":false,"path":"config.json","sizeBytes":994},{"lfs":false,"path":"generation_config.json","sizeBytes":234},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4965799096},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1459729952},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":20919},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":454},{"lfs":true,"path":"tokenizer.json","sizeBytes":17209920},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":54710}],"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":6442823211,"sizeKnown":true,"sizeLabel":"6.0 GB","sizeReason":"","declaredSizeBytes":6442823211,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":21,"stars":0,"citations":0,"updatedAt":"2026-08-29T17:40:03.795Z","createdAt":"2026-06-30T19:29:15.445Z","version":"hf-main","upstream":{"gated":false,"repoId":"Isotonic/reasoning-llama3.2-3b","private":false,"repoUrl":"https://huggingface.co/Isotonic/reasoning-llama3.2-3b","disabled":false,"provider":"huggingface","repoType":"model","revision":"cf0470490f50207b8c6aed1ea92a0b903d72a4e0","fetchedAt":"2026-08-29T11:48:41.202Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T17:40:03.795Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":9,"mirroredBytes":6442821641,"mirroredFiles":9,"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_993d772ec699fb7e2027d2fe1be1edcd168fd6f882d43da71582d0c789aa74c8","artifactId":"hf-model-isotonic-reasoning-llama3-2-3b","representationId":"rep-e31ce2a416ccd00391fc43512992f7942c3c56f25cc3179bcb70690aa3ace7b1","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e31ce2a416ccd00391fc43512992f7942c3c56f25cc3179bcb70690aa3ace7b1","artifactId":"hf-model-isotonic-reasoning-llama3-2-3b","format":"safetensors","source":{"provider":"huggingface","identity":"Isotonic/reasoning-llama3.2-3b","revision":"cf0470490f50207b8c6aed1ea92a0b903d72a4e0","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":5362,"sha256":"sha256:e1feef1b4d024d16c0092e11e425100b8d2ea28e24c020d947443550637e5cd9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ae1e02d40e7561f62ad972cf14b504054e7e471e87850b2eeb80281dcf50dad7"},{"path":"config.json","role":"config","sizeBytes":994,"sha256":"sha256:d96370a821ae633bb5340b0f883ad519b33bbbf020f53b09d171ad9ca2f2ca27","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:385a0b3be8199055ef2ce66c11b8c386addf0f71e45291c74c62cb76ee4a0b3b"},{"path":"generation_config.json","role":"config","sizeBytes":234,"sha256":"sha256:a2f47528bee82d9b7bd2f340d0aaf54d7b5a8eda280908238fe1e140dfd0fcf6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0d9708f5e0d505840ccfbc80c8b02eb292645478d9de52c4924a6d3992f3918a"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4965799096,"sha256":"sha256:368b99bf9f85163c3ee3491282e7f48769a2d7c407c129c4e64ef4703b148e3a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d180c110eda738dda7f37447fc149bd42d768c1056283f0e0db41d168366d154"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":1459729952,"sha256":"sha256:6c59a2776c38c5a14d359e465d0b8e7c284d49696b286681cd5d09bd4d1455f1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9427b79285d45e9953f5877bc089592798c47d518ebe99e3748a232d7e0ba49c"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":20919,"sha256":"sha256:0a57c30afc07c81610ae7fe013bea3b9d50365f9a8145ae98e8714220f3d7c7c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4f068ace7c92380a2b583945b95740a4d2a5600bf5a54851a7f812b05789a770"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":454,"sha256":"sha256:94e708c3f5e64acf85bbe5ad01467a1248faadb73e83b41793087ecced586e8f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46e9b84f452823e4696d9c8af811d1023c35a9d0886f8a3bf8a902b912f0e44b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17209920,"sha256":"sha256:6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2b2d0cfb802f7be770dccabfe5f426be525c180451d561948422f30e1227a586"},{"path":"tokenizer_config.json","role":"config","sizeBytes":54710,"sha256":"sha256:992c202745b3713d99d4dcf49f2844c5fc51a90787cfb6d7ff5e7a1a6568f21e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:37efff907d6cee108212f0edb45c216d30999a679f10a33ab051b0b4b9a63e2f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2e34bc3eef401aee959173dbf30f0fcac45846e19760ee5f68dd8131930cbe3b","representationDigest":"sha256:844818c7f1e6e1de8cb5d763162e06120c3fdcf60cb47e135867298d854f2a38","evidenceSnapshotDigest":"sha256:f61a4b02fa7805394ab090dd0165d33184a335b0a36be4ae9fe9695921b957c5","evaluatedAt":"2026-08-29T17:40:04.287Z","authorityVersion":"sha256:2852592f01839701c50bea190c6595ca514e684fb5eef0f73a73fd6c5b5283a6","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"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":"2026-10-31T14:01:41.372Z","evidence_url":"/api/manifests/hf-model-isotonic-reasoning-llama3-2-3b"}},"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":10,"publicDownloadableFileCount":9,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6442823211,"label":"6.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":0,"label":"21 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":"Isotonic/reasoning-llama3.2-3b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/10 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":["License: apache-2.0","Provenance: Isotonic/reasoning-llama3.2-3b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":1,"totalFiles":10},"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-isotonic-reasoning-llama3-2-3b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Isotonic/reasoning-llama3.2-3b"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T14:01:41.372Z","evidence_url":"/api/manifests/hf-model-isotonic-reasoning-llama3-2-3b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-isotonic-reasoning-llama3-2-3b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-isotonic-reasoning-llama3-2-3b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/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":"Isotonic/reasoning-llama3.2-3b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/10 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":["License: apache-2.0","Provenance: Isotonic/reasoning-llama3.2-3b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":1,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-isotonic-reasoning-llama3-2-3b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-isotonic-reasoning-llama3-2-3b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/distribution"},"supportedClaims":["Isotonic/reasoning-llama3.2-3b has 0 self-reported, unqualified Hugging Bay community reviews.","Isotonic/reasoning-llama3.2-3b has 0 self-reported run claims; none qualify verification during limited availability.","Isotonic/reasoning-llama3.2-3b 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-isotonic-reasoning-llama3-2-3b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-isotonic-reasoning-llama3-2-3b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-isotonic-reasoning-llama3-2-3b/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."}}