{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T00:33:10.005Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-quantfactory-reasoning-0-5b-gguf","repo":"QuantFactory/Reasoning-0.5b-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T00:28:08.226Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T00:28:08.226Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-quantfactory-reasoning-0-5b-gguf","owner":"QuantFactory","name":"Reasoning-0.5b-GGUF","repo":"QuantFactory/Reasoning-0.5b-GGUF","type":"llm","summary":"Model from Hugging Face for llm: QuantFactory/Reasoning-0.5b-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":"Qwen/Qwen2.5-0.5B-Instruct"},{"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":"Qwen/Qwen2.5-0.5B-Instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":5597356824,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"QuantFactory","sourceUrl":"https://huggingface.co/QuantFactory/Reasoning-0.5b-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","text-generation-inference","unsloth","qwen2","trl","sft","reasoning","en","dataset:kingnish/reasoning-base-20k","base_model:qwen/qwen2.5-0.5b-instruct","base_model:quantized:qwen/qwen2.5-0.5b-instruct","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","kingnish/reasoning-base-20k","qwen/qwen2.5-0.5b-instruct"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"Qwen/Qwen2.5-0.5B-Instruct","derivedFrom":"Qwen/Qwen2.5-0.5B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["KingNish/reasoning-base-20k"],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen2.5-0.5B-Instruct","languages":["en"],"sourceUrl":"https://huggingface.co/QuantFactory/Reasoning-0.5b-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","license","tags"],"semanticText":"transformers llm model en kingnish/reasoning-base-20k qwen/qwen2.5-0.5b-instruct gguf base_model:qwen/qwen2.5-0.5b-instruct base_model:quantized:qwen/qwen2.5-0.5b-instruct","semanticTerms":["transformers","llm","model","en","kingnish/reasoning-base-20k","qwen/qwen2.5-0.5b-instruct","gguf","base_model:qwen/qwen2.5-0.5b-instruct","base_model:quantized:qwen/qwen2.5-0.5b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2387},{"lfs":false,"path":"README.md","sizeBytes":3013},{"lfs":true,"path":"Reasoning-0.5b.Q2_K.gguf","sizeBytes":338605312},{"lfs":true,"path":"Reasoning-0.5b.Q3_K_L.gguf","sizeBytes":369356032},{"lfs":true,"path":"Reasoning-0.5b.Q3_K_M.gguf","sizeBytes":355464448},{"lfs":true,"path":"Reasoning-0.5b.Q3_K_S.gguf","sizeBytes":338261248},{"lfs":true,"path":"Reasoning-0.5b.Q4_0.gguf","sizeBytes":352152832},{"lfs":true,"path":"Reasoning-0.5b.Q4_1.gguf","sizeBytes":374516992},{"lfs":true,"path":"Reasoning-0.5b.Q4_K_M.gguf","sizeBytes":397805824},{"lfs":true,"path":"Reasoning-0.5b.Q4_K_S.gguf","sizeBytes":385469696},{"lfs":true,"path":"Reasoning-0.5b.Q5_0.gguf","sizeBytes":396881152},{"lfs":true,"path":"Reasoning-0.5b.Q5_1.gguf","sizeBytes":419245312},{"lfs":true,"path":"Reasoning-0.5b.Q5_K_M.gguf","sizeBytes":420083968},{"lfs":true,"path":"Reasoning-0.5b.Q5_K_S.gguf","sizeBytes":412708096},{"lfs":true,"path":"Reasoning-0.5b.Q6_K.gguf","sizeBytes":505734400},{"lfs":true,"path":"Reasoning-0.5b.Q8_0.gguf","sizeBytes":531066112}],"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":5597356824,"sizeKnown":true,"sizeLabel":"5.2 GB","sizeReason":"","declaredSizeBytes":5597356824,"defaultDownloadBytes":397805824,"mirrorCount":1,"downloadCount":161,"stars":2,"citations":0,"updatedAt":"2026-08-28T13:10:35.356Z","createdAt":"2026-06-30T02:34:50.069Z","version":"hf-main","upstream":{"gated":false,"repoId":"QuantFactory/Reasoning-0.5b-GGUF","private":false,"repoUrl":"https://huggingface.co/QuantFactory/Reasoning-0.5b-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"d9b54b38d43c2abdd433fd3f081d3449e8fcf3d1","fetchedAt":"2026-08-28T12:17:36.155Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T13:10:35.356Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_f459c4ce57b85399b566f34f5c4c2a32edb4f315a3e058afef10a40af82e3c8a","artifactId":"hf-model-quantfactory-reasoning-0-5b-gguf","representationId":"rep-5b32ed6efc3aefe4f6e3dbddcfb3ebd5538b514423149625b2707872ee742330","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5b32ed6efc3aefe4f6e3dbddcfb3ebd5538b514423149625b2707872ee742330","artifactId":"hf-model-quantfactory-reasoning-0-5b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"QuantFactory/Reasoning-0.5b-GGUF","revision":"d9b54b38d43c2abdd433fd3f081d3449e8fcf3d1","immutable":true},"files":[{"path":"Reasoning-0.5b.Q4_K_M.gguf","role":"weight","sizeBytes":397805824,"sha256":"sha256:a285ce8286e4e1b53becaa04080e06630078fd0fbeb49eb190183d823fea1235","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f1844534daeec29309d7b4f5d7c7deaf5b75db2a041e78e826f72e97671f839"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6f51750e24c30742c910a1d1448d135a7e2764f877982cb10496b48be335391e","representationDigest":"sha256:8e0ef24166a446ac6988ac712f422058188d2c13fe64e0e913a21d14b130bdef","evidenceSnapshotDigest":"sha256:ef36e4540e03bd3338e7fee667b77f29ff48fc573fe3793a07c7e635cf3a9809","evaluatedAt":"2026-08-28T13:10:35.544Z","authorityVersion":"sha256:03e8eb7a4c7aa9faec9c43fbe8b3a75a0ed62e5ab18aff1f0709c71d33499f29","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":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:28:08.226Z","evidence_url":"/api/manifests/hf-model-quantfactory-reasoning-0-5b-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":"blocked","hosted":false,"fileCount":16,"publicDownloadableFileCount":0,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5597356824,"label":"5.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":161,"upstreamStars":2,"label":"161 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":"QuantFactory/Reasoning-0.5b-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: QuantFactory/Reasoning-0.5b-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":16,"totalFiles":16},"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-quantfactory-reasoning-0-5b-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":"QuantFactory/Reasoning-0.5b-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:28:08.226Z","evidence_url":"/api/manifests/hf-model-quantfactory-reasoning-0-5b-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-quantfactory-reasoning-0-5b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-reasoning-0-5b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-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":"QuantFactory/Reasoning-0.5b-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: QuantFactory/Reasoning-0.5b-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":16,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-quantfactory-reasoning-0-5b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-reasoning-0-5b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/distribution"},"supportedClaims":["QuantFactory/Reasoning-0.5b-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","QuantFactory/Reasoning-0.5b-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","QuantFactory/Reasoning-0.5b-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-quantfactory-reasoning-0-5b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-reasoning-0-5b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-reasoning-0-5b-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."}}