{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T08:43:26.930Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf","repo":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":14155811424,"readinessCheckedAt":"2026-11-04T08:06:37.878Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":14155811424,"readinessCheckedAt":"2026-11-04T08:06:37.878Z","readinessSource":"projection","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf","owner":"Abiray","name":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","repo":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF · gguf","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":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"baseModel","value":"sasa2000/Qwen3-30B-A3B-Instruct-2507-REAM-heretic"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"sasa2000/Qwen3-30B-A3B-Instruct-2507-REAM-heretic","field":"baseModel"}],"parameters":null,"size":{"bytes":85875928765,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Abiray","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","unknown","gguf","llama.cpp","qwen3","moe","text-generation","base_model:sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic","base_model:quantized:sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic","endpoints_compatible","region:us","conversational","llm","sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md"],"baseModel":"sasa2000/Qwen3-30B-A3B-Instruct-2507-REAM-heretic","derivedFrom":"sasa2000/Qwen3-30B-A3B-Instruct-2507-REAM-heretic","cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"sasa2000/Qwen3-30B-A3B-Instruct-2507-REAM-heretic","languages":[],"evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","pipeline_tag","tags"],"semanticText":"text-generation gguf llm model sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic base_model:sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic base_model:quantized:sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic","semanticTerms":["text-generation","gguf","llm","model","sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic","base_model:sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic","base_model:quantized:sasa2000/qwen3-30b-a3b-instruct-2507-ream-heretic"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2266},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-Q3_K_M.gguf","sizeBytes":11245253216},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-Q4_K_M.gguf","sizeBytes":14155811424},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-Q5_K_M.gguf","sizeBytes":16569731680},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-Q6_K.gguf","sizeBytes":19134521952},{"lfs":true,"path":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-Q8_0.gguf","sizeBytes":24770605664},{"lfs":false,"path":"README.md","sizeBytes":2563}],"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":85875928765,"sizeKnown":true,"sizeLabel":"80.0 GB","sizeReason":"","declaredSizeBytes":85875928765,"defaultDownloadBytes":14155811424,"mirrorCount":1,"downloadCount":569,"stars":0,"citations":0,"updatedAt":"2026-09-18T21:59:00.978Z","createdAt":"2026-09-18T21:24:01.903Z","version":"hf-main","upstream":{"gated":false,"repoId":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"49482ac45549a8d8d27b9fc85a34c217da5020c7","fetchedAt":"2026-09-18T21:24:01.859Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T21:59:00.978Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":1,"mirroredBytes":14155811424,"mirroredFiles":1,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_fe8d7c05c61f9efc901d657614b5444daea3866264b0505cc846fa5ca926292f","artifactId":"hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf","representationId":"rep-3b83eee6c26c3835763cdb6a2c8589cef137a3d9ffd095b8b377f70aeda6a41f","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-3b83eee6c26c3835763cdb6a2c8589cef137a3d9ffd095b8b377f70aeda6a41f","artifactId":"hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf","format":"gguf","source":{"provider":"huggingface","identity":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","revision":"49482ac45549a8d8d27b9fc85a34c217da5020c7","immutable":true},"files":[{"path":"Qwen3-30B-A3B-Instruct-2507-REAM-heretic-Q4_K_M.gguf","role":"weight","sizeBytes":14155811424,"sha256":"sha256:a95bf279e6eeb8a3f57be12a4280bde2839d79f7219635d67de219882610d8ff","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6cb75147785df324613bed66b641d29139ee53847a010a0c6b4ec374e5d95551"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:29f216f1b3eefeed78220430f5793944f6daaeeee28c596aba3819153bee92be","representationDigest":"sha256:27b7812871d6a8e3dd2943acefa976a101a409e5208e3f1b4f68cc87a5e8b0e5","evidenceSnapshotDigest":"sha256:0a473b7ecf968ba01e5f8974ed06c0803f6e932efff68cd37a231c5774076ecf","evaluatedAt":"2026-09-18T21:59:01.421Z","authorityVersion":"sha256:c24a5fa99fcc59697531e7d1035a066e8e413dd2ce0c976109000e27c1a1e5f8","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":7,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T08:06:37.878Z","evidence_url":"/api/manifests/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-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":"unknown","hosted":null,"fileCount":7,"publicDownloadableFileCount":1,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":85875928765,"label":"80.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":569,"upstreamStars":0,"label":"569 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/7 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","Hosted files: 1/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":6,"totalFiles":7},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T08:06:37.878Z","evidence_url":"/api/manifests/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/7 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF","Hosted files: 1/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":6,"totalFiles":7},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/distribution"},"supportedClaims":["Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-heretic-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","Abiray/Qwen3-30B-A3B-Instruct-2507-REAM-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-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-heretic-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-abiray-qwen3-30b-a3b-instruct-2507-ream-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."}}