{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T02:04:00.495Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5","repo":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":19704559264,"readinessCheckedAt":"2026-11-04T01:43:44.105Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":19704559264,"readinessCheckedAt":"2026-11-04T01:43:44.105Z","readinessSource":"file-check","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-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5","owner":"trohrbaugh","name":"Qwen3.8-27B-heretic-ara-gguf-Q5","repo":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5","type":"llm","summary":"Model from Hugging Face for llm: trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5 · unknown","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":"tags","value":"conversational"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":19704560855,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"trohrbaugh","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":72,"tags":["huggingface-import","external-catalog","model","unknown","gguf","endpoints_compatible","region:us","imatrix","conversational","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","gguf"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":[],"semanticText":"unknown llm model gguf","semanticTerms":["unknown","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1591},{"lfs":true,"path":"Qwen3.8-27B-heretic-ara-Q5_K_M.gguf","sizeBytes":19704559264}],"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":19704560855,"sizeKnown":true,"sizeLabel":"18.4 GB","sizeReason":"","declaredSizeBytes":19704560855,"defaultDownloadBytes":19704559264,"mirrorCount":1,"downloadCount":1292,"stars":2,"citations":0,"updatedAt":"2026-09-18T20:54:52.660Z","createdAt":"2026-09-18T20:34:42.270Z","version":"hf-main","upstream":{"gated":false,"repoId":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"26f9b116cb7522faa3989b584cb37b4d41cd0191","fetchedAt":"2026-09-18T20:34:42.221Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T20:54:52.660Z","mirroredBy":"mirror-batch-worker","totalFiles":2,"hostedFiles":1,"mirroredBytes":19704559264,"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_08d2c91b3ccf46f68b0210403268746dd9ee04072ddac96a0919588564e7f0bc","artifactId":"hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5","representationId":"rep-f59bf4c8b80fec9ff84dff734dad665395677c21fcae80e8e1da799c7773b868","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f59bf4c8b80fec9ff84dff734dad665395677c21fcae80e8e1da799c7773b868","artifactId":"hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5","format":"gguf","source":{"provider":"huggingface","identity":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5","revision":"26f9b116cb7522faa3989b584cb37b4d41cd0191","immutable":true},"files":[{"path":"Qwen3.8-27B-heretic-ara-Q5_K_M.gguf","role":"weight","sizeBytes":19704559264,"sha256":"sha256:e79fdc96668747e3d629568582209b3bfab3c3a8496f8b90f7098a47238556a4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:18500b87fe81e7aae6ff499f9df445b8ced9915980652634b2c5abdf7c3c459e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2f74fa3868fc27d6055add2b32c35f6d2fe301096b3a930bf7101bbdd37a094b","representationDigest":"sha256:09375a114ac3294e6c8bc3c33bf18901e50a41788b6d66a4a08c20caffd56451","evidenceSnapshotDigest":"sha256:9770dd121e0e8ea8b526a3af5508d1d00b0711c323f5138de30672a57acccba3","evaluatedAt":"2026-09-18T20:54:53.116Z","authorityVersion":"sha256:e9d79156a8363cd075ac9afe739996a5d25e2f2262e914c0f20d25ea2dfd8700","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":2,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T01:43:44.105Z","evidence_url":"/api/manifests/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5"}},"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":2,"publicDownloadableFileCount":1,"externalFileCount":2,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":19704560855,"label":"18.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1292,"upstreamStars":2,"label":"1.3K 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":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/2 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: trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5","Hosted files: 1/2 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":1,"totalFiles":2},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T01:43:44.105Z","evidence_url":"/api/manifests/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5"},"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-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/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":"trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/2 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: trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5","Hosted files: 1/2 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":1,"totalFiles":2},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/distribution"},"supportedClaims":["trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5 has 0 self-reported, unqualified Hugging Bay community reviews.","trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5 has 0 self-reported run claims; none qualify verification during limited availability.","trohrbaugh/Qwen3.8-27B-heretic-ara-gguf-Q5 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-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-trohrbaugh-qwen3-8-27b-heretic-ara-gguf-q5/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."}}