{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T13:30:46.723Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-vibethinker-3b-heretic-gguf","repo":"mradermacher/VibeThinker-3B-heretic-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1929903360,"readinessCheckedAt":"2026-10-31T12:42:49.405Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1929903360,"readinessCheckedAt":"2026-10-31T12:42:49.405Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-mradermacher-vibethinker-3b-heretic-gguf","owner":"mradermacher","name":"VibeThinker-3B-heretic-GGUF","repo":"mradermacher/VibeThinker-3B-heretic-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/VibeThinker-3B-heretic-GGUF · transformers","cardDescription":"An AI model with files and technical details to explore.","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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"zkxxxx/VibeThinker-3B-heretic"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"zkxxxx/VibeThinker-3B-heretic","field":"baseModel"}],"parameters":null,"size":{"bytes":27940897814,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/VibeThinker-3B-heretic-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","math","code","reasoning","gpqa","instruction-following","heretic","uncensored","decensored","abliterated","reproducible","en","base_model:zkxxxx/vibethinker-3b-heretic","base_model:quantized:zkxxxx/vibethinker-3b-heretic","license:mit","endpoints_compatible","region:us","conversational","llm"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"zkxxxx/VibeThinker-3B-heretic","derivedFrom":"zkxxxx/VibeThinker-3B-heretic","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"zkxxxx/VibeThinker-3B-heretic","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/VibeThinker-3B-heretic-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en zkxxxx/vibethinker-3b-heretic gguf instruction-following","semanticTerms":["transformers","llm","model","en","zkxxxx/vibethinker-3b-heretic","gguf","instruction-following"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2362},{"lfs":false,"path":"README.md","sizeBytes":3804},{"lfs":true,"path":"VibeThinker-3B-heretic.IQ4_XS.gguf","sizeBytes":1753185536},{"lfs":true,"path":"VibeThinker-3B-heretic.Q2_K.gguf","sizeBytes":1274756352},{"lfs":true,"path":"VibeThinker-3B-heretic.Q3_K_L.gguf","sizeBytes":1707392256},{"lfs":true,"path":"VibeThinker-3B-heretic.Q3_K_M.gguf","sizeBytes":1590476032},{"lfs":true,"path":"VibeThinker-3B-heretic.Q3_K_S.gguf","sizeBytes":1454357760},{"lfs":true,"path":"VibeThinker-3B-heretic.Q4_K_M.gguf","sizeBytes":1929903360},{"lfs":true,"path":"VibeThinker-3B-heretic.Q4_K_S.gguf","sizeBytes":1834384640},{"lfs":true,"path":"VibeThinker-3B-heretic.Q5_K_M.gguf","sizeBytes":2224815360},{"lfs":true,"path":"VibeThinker-3B-heretic.Q5_K_S.gguf","sizeBytes":2169666816},{"lfs":true,"path":"VibeThinker-3B-heretic.Q6_K.gguf","sizeBytes":2538159360},{"lfs":true,"path":"VibeThinker-3B-heretic.Q8_0.gguf","sizeBytes":3285476608},{"lfs":true,"path":"VibeThinker-3B-heretic.f16.gguf","sizeBytes":6178317568}],"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":27940897814,"sizeKnown":true,"sizeLabel":"26.0 GB","sizeReason":"","declaredSizeBytes":27940897814,"defaultDownloadBytes":1929903360,"mirrorCount":1,"downloadCount":743,"stars":3,"citations":0,"updatedAt":"2026-09-15T18:24:37.730Z","createdAt":"2026-06-30T02:17:23.049Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/VibeThinker-3B-heretic-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/VibeThinker-3B-heretic-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"33da251ea6353d565e203869c5c5ac2ae109ad8f","fetchedAt":"2026-09-15T18:22:29.385Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-15T18:24:37.730Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":1929903360,"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_68c999852bd2aaa16b9c650d2160adce115055c620f728625b20d41aa0e79ec5","artifactId":"hf-model-mradermacher-vibethinker-3b-heretic-gguf","representationId":"rep-484b0fa3f7a149e94e201f49997ac917473a21f7c7a0d1e33afeb86fc1344ae5","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-484b0fa3f7a149e94e201f49997ac917473a21f7c7a0d1e33afeb86fc1344ae5","artifactId":"hf-model-mradermacher-vibethinker-3b-heretic-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/VibeThinker-3B-heretic-GGUF","revision":"33da251ea6353d565e203869c5c5ac2ae109ad8f","immutable":true},"files":[{"path":"VibeThinker-3B-heretic.Q4_K_M.gguf","role":"weight","sizeBytes":1929903360,"sha256":"sha256:e6eab5d505ab861e8f5dd69d275164c3a5323445399880eac6ca2d229e39e073","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dfe83c3868195d4c38525b4b700e2e7fb1a131c747bb1c304bad6f8bb6e01d6d"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2c2e6ae46ebf554a24fdabe630694f958c9539a77cb5e9f1699e90a0b94043dd","representationDigest":"sha256:bab9364b9836fd646c85a3656921eaa1c3a44bd45f06578b79e9a5e0a1b26d35","evidenceSnapshotDigest":"sha256:dba9f4d2748608ca4ee9de1ee7c2467c6541ba5c487e4e8fd4bee5aa957ab0d7","evaluatedAt":"2026-09-15T18:24:37.879Z","authorityVersion":"sha256:6bbe3ca6a2a2ad765d9d39c43748993108b36c49954973967da26ddd100690c1","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":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T12:42:49.405Z","evidence_url":"/api/manifests/hf-model-mradermacher-vibethinker-3b-heretic-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":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":27940897814,"label":"26.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":743,"upstreamStars":3,"label":"743 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":"mradermacher/VibeThinker-3B-heretic-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/VibeThinker-3B-heretic-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"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-vibethinker-3b-heretic-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/VibeThinker-3B-heretic-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T12:42:49.405Z","evidence_url":"/api/manifests/hf-model-mradermacher-vibethinker-3b-heretic-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-vibethinker-3b-heretic-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-vibethinker-3b-heretic-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/VibeThinker-3B-heretic-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/VibeThinker-3B-heretic-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-vibethinker-3b-heretic-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-vibethinker-3b-heretic-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/distribution"},"supportedClaims":["mradermacher/VibeThinker-3B-heretic-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/VibeThinker-3B-heretic-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/VibeThinker-3B-heretic-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-vibethinker-3b-heretic-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-vibethinker-3b-heretic-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-vibethinker-3b-heretic-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."}}