{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T11:01:56.848Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf","repo":"mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T09:35:16.018Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T09:35:16.018Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf","owner":"mradermacher","name":"Heretic-5Q3-Nexus-Coder-i1-GGUF","repo":"mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF · transformers","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for working with code.","confidence":"low","task":"coding","audience":null,"basis":"recorded-metadata","rules":["task:coding","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Johnblick187/Nexus-Coder-5Q3"},{"field":"tags","value":"coding"},{"field":"tags","value":"code-generation"}],"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":"Johnblick187/Nexus-Coder-5Q3","field":"baseModel"}],"parameters":null,"size":{"bytes":370842281731,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","merge","custom-merge","layer-wise-merge","depth-aligned-merge","coding","code-generation","abliterated","reasoning","qwen3","qwen3-coder","reap","moe","en","base_model:johnblick187/nexus-coder-5q3","base_model:quantized:johnblick187/nexus-coder-5q3","license:apache-2.0","endpoints_compatible","region:us"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"Johnblick187/Nexus-Coder-5Q3","derivedFrom":"Johnblick187/Nexus-Coder-5Q3","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Johnblick187/Nexus-Coder-5Q3","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en johnblick187/nexus-coder-5q3 gguf","semanticTerms":["transformers","llm","model","en","johnblick187/nexus-coder-5q3","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3305},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ1_M.gguf","sizeBytes":8239210304},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ1_S.gguf","sizeBytes":7484143424},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ2_M.gguf","sizeBytes":11659237184},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ2_S.gguf","sizeBytes":10652481344},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ2_XS.gguf","sizeBytes":10507032384},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ2_XXS.gguf","sizeBytes":9497655104},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ3_M.gguf","sizeBytes":15440521024},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ3_S.gguf","sizeBytes":15250425664},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ3_XS.gguf","sizeBytes":14484145984},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ3_XXS.gguf","sizeBytes":13623760704},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-IQ4_XS.gguf","sizeBytes":18728779584},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q2_K.gguf","sizeBytes":12939595584},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q2_K_S.gguf","sizeBytes":12152098624},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q3_K_L.gguf","sizeBytes":18115331904},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q3_K_M.gguf","sizeBytes":16764766016},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q3_K_S.gguf","sizeBytes":15182186304},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q4_0.gguf","sizeBytes":19799269184},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q4_1.gguf","sizeBytes":21848170304},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q4_K_M.gguf","sizeBytes":21166759744},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q4_K_S.gguf","sizeBytes":19889905472},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q5_K_M.gguf","sizeBytes":24729132864},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q5_K_S.gguf","sizeBytes":23981285184},{"lfs":true,"path":"Heretic-5Q3-Nexus-Coder.i1-Q6_K.gguf","sizeBytes":28514154304}],"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":370842281731,"sizeKnown":true,"sizeLabel":"345.4 GB","sizeReason":"","declaredSizeBytes":370842281731,"defaultDownloadBytes":21166759744,"mirrorCount":1,"downloadCount":688,"stars":1,"citations":0,"updatedAt":"2026-09-18T04:47:58.212Z","createdAt":"2026-06-30T02:17:49.821Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"64977b058fd9162c737c344ca182ee64f4068e64","fetchedAt":"2026-09-03T21:36:56.960Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-18T04:47:58.212Z","mirroredBy":"mirror-batch-worker","totalFiles":26,"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_e0e85d208eb91779c49ae4a2c240ac0f69bc3ec3de48920b76d62a189160befd","artifactId":"hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf","representationId":"rep-9463f7b4cace87618982810fcd5d416506e2723581a85da93ddac5707f671456","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9463f7b4cace87618982810fcd5d416506e2723581a85da93ddac5707f671456","artifactId":"hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF","revision":"64977b058fd9162c737c344ca182ee64f4068e64","immutable":true},"files":[{"path":"Heretic-5Q3-Nexus-Coder.i1-Q4_K_M.gguf","role":"weight","sizeBytes":21166759744,"sha256":"sha256:34a128044079d3acd0197809596a85fa3676592e9061ad84fc52245aa2d9241a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9f7f88ebe31e2e0e0b71d98e013fa261e9bf42227259bddee608db5074bf3448"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5f50f18d890a53beff0bf25bc79f2c9d8a842bc4cfb54799fee1eb18f292035a","representationDigest":"sha256:d9882bddb2bdbaa912547d557e6fa0e4e593a8b3f47565ace72d4837be901a32","evidenceSnapshotDigest":"sha256:bc1c4bac4fd36c24f05b98d161a26dbde6597b8cf0190d823d1fa99462002a40","evaluatedAt":"2026-09-18T04:47:58.863Z","authorityVersion":"sha256:468ef656d446b22d463773b44f0af5751092e68bb7894570f087d03874550db9","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":26,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T09:35:16.018Z","evidence_url":"/api/manifests/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-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":26,"publicDownloadableFileCount":0,"externalFileCount":26,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":370842281731,"label":"345.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":688,"upstreamStars":1,"label":"688 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/Heretic-5Q3-Nexus-Coder-i1-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: mradermacher/Heretic-5Q3-Nexus-Coder-i1-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":26,"totalFiles":26},"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-heretic-5q3-nexus-coder-i1-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/Heretic-5Q3-Nexus-Coder-i1-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T09:35:16.018Z","evidence_url":"/api/manifests/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-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/Heretic-5Q3-Nexus-Coder-i1-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: mradermacher/Heretic-5Q3-Nexus-Coder-i1-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":26,"totalFiles":26},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/distribution"},"supportedClaims":["mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Heretic-5Q3-Nexus-Coder-i1-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Heretic-5Q3-Nexus-Coder-i1-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-heretic-5q3-nexus-coder-i1-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-heretic-5q3-nexus-coder-i1-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."}}