{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T23:22:56.949Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-llama-3-2-3b-cotv2-gguf","repo":"mradermacher/Llama-3.2-3B-COTv2-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2019378240,"readinessCheckedAt":"2026-10-31T23:12:29.002Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2019378240,"readinessCheckedAt":"2026-10-31T23:12:29.002Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-mradermacher-llama-3-2-3b-cotv2-gguf","owner":"mradermacher","name":"Llama-3.2-3B-COTv2-GGUF","repo":"mradermacher/Llama-3.2-3B-COTv2-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Llama-3.2-3B-COTv2-GGUF · 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":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"ericflo/Llama-3.2-3B-COTv2"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"ericflo/Llama-3.2-3B-COTv2","field":"baseModel"}],"parameters":null,"size":{"bytes":31206088557,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-COTv2-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":95,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","en","dataset:ericflo/llama-3.2-3b-cot","base_model:ericflo/llama-3.2-3b-cotv2","base_model:quantized:ericflo/llama-3.2-3b-cotv2","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","ericflo/llama-3.2-3b-cot","ericflo/llama-3.2-3b-cotv2"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"ericflo/Llama-3.2-3B-COTv2","derivedFrom":"ericflo/Llama-3.2-3B-COTv2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["ericflo/Llama-3.2-3B-COT"],"paperIds":[],"repoType":"model","baseModel":"ericflo/Llama-3.2-3B-COTv2","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-COTv2-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","library_name","license","quantized_by"],"semanticText":"transformers llm model en ericflo/llama-3.2-3b-cot ericflo/llama-3.2-3b-cotv2 gguf","semanticTerms":["transformers","llm","model","en","ericflo/llama-3.2-3b-cot","ericflo/llama-3.2-3b-cotv2","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2383},{"lfs":true,"path":"Llama-3.2-3B-COTv2.IQ4_XS.gguf","sizeBytes":1840907328},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q2_K.gguf","sizeBytes":1363936320},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q3_K_L.gguf","sizeBytes":1815348288},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q3_K_M.gguf","sizeBytes":1687159872},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q3_K_S.gguf","sizeBytes":1542849600},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q4_0_4_4.gguf","sizeBytes":1917191232},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q4_K_M.gguf","sizeBytes":2019378240},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q4_K_S.gguf","sizeBytes":1928201280},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q5_K_M.gguf","sizeBytes":2322154560},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q5_K_S.gguf","sizeBytes":2269512768},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q6_K.gguf","sizeBytes":2643854400},{"lfs":true,"path":"Llama-3.2-3B-COTv2.Q8_0.gguf","sizeBytes":3421899840},{"lfs":true,"path":"Llama-3.2-3B-COTv2.f16.gguf","sizeBytes":6433688640},{"lfs":false,"path":"README.md","sizeBytes":3806}],"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":31206088557,"sizeKnown":true,"sizeLabel":"29.1 GB","sizeReason":"","declaredSizeBytes":31206088557,"defaultDownloadBytes":2019378240,"mirrorCount":1,"downloadCount":23,"stars":0,"citations":0,"updatedAt":"2026-09-03T01:01:47.255Z","createdAt":"2026-06-30T19:26:27.325Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Llama-3.2-3B-COTv2-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-COTv2-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"a377f4c53b5ed1592658c5c02bbbf1c3afd92441","fetchedAt":"2026-09-03T00:26:39.794Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T01:01:47.255Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":1,"mirroredBytes":2019378240,"mirroredFiles":1,"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_38176f574b650c1ca1b99c24c2b533ba636e641f8cc69dff2dcdf39436402d12","artifactId":"hf-model-mradermacher-llama-3-2-3b-cotv2-gguf","representationId":"rep-547a0dd0f9705a4fffc826e6a7f8f50812e1a966cf898b6864ea5c6082828e6b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-547a0dd0f9705a4fffc826e6a7f8f50812e1a966cf898b6864ea5c6082828e6b","artifactId":"hf-model-mradermacher-llama-3-2-3b-cotv2-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Llama-3.2-3B-COTv2-GGUF","revision":"a377f4c53b5ed1592658c5c02bbbf1c3afd92441","immutable":true},"files":[{"path":"Llama-3.2-3B-COTv2.Q4_K_M.gguf","role":"weight","sizeBytes":2019378240,"sha256":"sha256:c7fc7675d9f18a9b15043d6a623ae77c5651283fa3e43f65555b572edf92e98c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:756f0fc44444821d63cef3ea76d8ad23885d088b16f13f1ae7d59441fdc9418e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1f664e31d05a79bc31700a4de5de6b2c0b008846522982a91d06ca5794f9fce1","representationDigest":"sha256:95d2dd7b5a647098e967f7fa6f3adbbe3d63eb126495180bd7cb46ff577d537b","evidenceSnapshotDigest":"sha256:709899172bf60236456e27f3559d760d3c51c71af7de54140a929eeb9a525893","evaluatedAt":"2026-09-03T01:01:47.339Z","authorityVersion":"sha256:c10b479fb5679b80a8bd5eabeffadd231d5ce4691875fe827acf3400c9262c60","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:29.002Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf"}},"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":15,"publicDownloadableFileCount":1,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":31206088557,"label":"29.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":23,"upstreamStars":0,"label":"23 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":"mradermacher/Llama-3.2-3B-COTv2-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/15 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: mradermacher/Llama-3.2-3B-COTv2-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":14,"totalFiles":15},"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-mradermacher-llama-3-2-3b-cotv2-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mradermacher/Llama-3.2-3B-COTv2-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:29.002Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/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":"mradermacher/Llama-3.2-3B-COTv2-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/15 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: mradermacher/Llama-3.2-3B-COTv2-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":14,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/distribution"},"supportedClaims":["mradermacher/Llama-3.2-3B-COTv2-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Llama-3.2-3B-COTv2-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Llama-3.2-3B-COTv2-GGUF 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-mradermacher-llama-3-2-3b-cotv2-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-cotv2-gguf/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."}}