{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T09:22:27.438Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-moonride-gemma-4-12b-it-heretic-gguf","repo":"MoonRide/gemma-4-12B-it-heretic-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":7381381984,"readinessCheckedAt":"2026-10-31T06:01:35.018Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":7381381984,"readinessCheckedAt":"2026-10-31T06:01:35.018Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-moonride-gemma-4-12b-it-heretic-gguf","owner":"MoonRide","name":"gemma-4-12B-it-heretic-GGUF","repo":"MoonRide/gemma-4-12B-it-heretic-GGUF","type":"llm","summary":"Model from Hugging Face for any to any: MoonRide/gemma-4-12B-it-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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":134226380162,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"MoonRide","sourceUrl":"https://huggingface.co/MoonRide/gemma-4-12B-it-heretic-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","heretic","uncensored","decensored","abliterated","reproducible","any-to-any","base_model:moonride/gemma-4-12b-it-heretic","base_model:quantized:moonride/gemma-4-12b-it-heretic","license:apache-2.0","endpoints_compatible","region:us","conversational","llm"],"task":"any-to-any","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/MoonRide/gemma-4-12B-it-heretic-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"any-to-any","cardDataKeys":["base_model","library_name","license","license_link","pipeline_tag","tags"],"semanticText":"any-to-any transformers llm model gguf","semanticTerms":["any-to-any","transformers","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2793},{"lfs":false,"path":"README.md","sizeBytes":29433},{"lfs":true,"path":"gemma-4-12B-it-heretic-BF16.gguf","sizeBytes":23832064640},{"lfs":true,"path":"gemma-4-12B-it-heretic-IQ3_M.gguf","sizeBytes":5733991264},{"lfs":true,"path":"gemma-4-12B-it-heretic-IQ3_S.gguf","sizeBytes":5528228704},{"lfs":true,"path":"gemma-4-12B-it-heretic-IQ3_XS.gguf","sizeBytes":5272392544},{"lfs":true,"path":"gemma-4-12B-it-heretic-IQ3_XXS.gguf","sizeBytes":4849193824},{"lfs":true,"path":"gemma-4-12B-it-heretic-IQ4_NL.gguf","sizeBytes":6975877984},{"lfs":true,"path":"gemma-4-12B-it-heretic-IQ4_XS.gguf","sizeBytes":6635254624},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q3_K_M.gguf","sizeBytes":6087086944},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q3_K_S.gguf","sizeBytes":5528228704},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q4_K_M.gguf","sizeBytes":7381381984},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q4_K_S.gguf","sizeBytes":7024046944},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q5_K_M.gguf","sizeBytes":8547267424},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q5_K_S.gguf","sizeBytes":8338371424},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q6_K.gguf","sizeBytes":9786020480},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q6_K_L.gguf","sizeBytes":10029814400},{"lfs":true,"path":"gemma-4-12B-it-heretic-Q8_0.gguf","sizeBytes":12669645440},{"lfs":true,"path":"gemma-4-12B-it-heretic-imatrix.gguf","sizeBytes":7480608}],"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":134226380162,"sizeKnown":true,"sizeLabel":"125.0 GB","sizeReason":"","declaredSizeBytes":134226380162,"defaultDownloadBytes":7381381984,"mirrorCount":1,"downloadCount":10762,"stars":5,"citations":0,"updatedAt":"2026-09-16T16:03:23.011Z","createdAt":"2026-06-29T22:26:10.283Z","version":"hf-main","upstream":{"gated":false,"repoId":"MoonRide/gemma-4-12B-it-heretic-GGUF","private":false,"repoUrl":"https://huggingface.co/MoonRide/gemma-4-12B-it-heretic-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"62d20509d5c6552036848dc9cfe8860591bf3e04","fetchedAt":"2026-09-16T15:55:35.904Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-16T16:03:23.011Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"hostedFiles":1,"mirroredBytes":7381381984,"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_fb1895c2d6f778222e9f757a5b4292597b3377362c3e1e89fbc3d1eeeafdfc8f","artifactId":"hf-model-moonride-gemma-4-12b-it-heretic-gguf","representationId":"rep-3204d063b8a67b08d0b30cc8702f4edfec54715147355fde54c6dd0a969e3dd4","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-3204d063b8a67b08d0b30cc8702f4edfec54715147355fde54c6dd0a969e3dd4","artifactId":"hf-model-moonride-gemma-4-12b-it-heretic-gguf","format":"gguf","source":{"provider":"huggingface","identity":"MoonRide/gemma-4-12B-it-heretic-GGUF","revision":"62d20509d5c6552036848dc9cfe8860591bf3e04","immutable":true},"files":[{"path":"gemma-4-12B-it-heretic-Q4_K_M.gguf","role":"weight","sizeBytes":7381381984,"sha256":"sha256:a0a34da37d601b78ea9226bf005780f7eeda4234b3da98df3a921f2bbdd62f90","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f65e56ae625e025e35df48b6ae4aaf7759b3e37a4471532a345b7363cd1cc9c7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:60c1727898288de8f1411dcbd3e58e6dd9d5a13e372a22f1065a52c01f917f06","representationDigest":"sha256:702f0cbb095f54f4d9f408573540fc0ac0f9c4cecb8159c3030e7a413671b12f","evidenceSnapshotDigest":"sha256:e10e3eaf73738d41b4177a6a60814729746716f68266606cff9e322191952efc","evaluatedAt":"2026-09-16T16:03:23.102Z","authorityVersion":"sha256:09d3df03e8830ad6efc042b195f78396a4137575fe4c453a5d8e96b6de0cfc2a","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":19,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:35.018Z","evidence_url":"/api/manifests/hf-model-moonride-gemma-4-12b-it-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":19,"publicDownloadableFileCount":1,"externalFileCount":19,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":134226380162,"label":"125.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":10762,"upstreamStars":5,"label":"11K 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":"MoonRide/gemma-4-12B-it-heretic-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/19 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: MoonRide/gemma-4-12B-it-heretic-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":18,"totalFiles":19},"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-moonride-gemma-4-12b-it-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":"MoonRide/gemma-4-12B-it-heretic-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:35.018Z","evidence_url":"/api/manifests/hf-model-moonride-gemma-4-12b-it-heretic-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-moonride-gemma-4-12b-it-heretic-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-moonride-gemma-4-12b-it-heretic-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"MoonRide/gemma-4-12B-it-heretic-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/19 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: MoonRide/gemma-4-12B-it-heretic-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":18,"totalFiles":19},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-moonride-gemma-4-12b-it-heretic-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-moonride-gemma-4-12b-it-heretic-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/distribution"},"supportedClaims":["MoonRide/gemma-4-12B-it-heretic-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","MoonRide/gemma-4-12B-it-heretic-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","MoonRide/gemma-4-12B-it-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-moonride-gemma-4-12b-it-heretic-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-heretic-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-moonride-gemma-4-12b-it-heretic-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-moonride-gemma-4-12b-it-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."}}