{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T20:46:06.953Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-devehz-magenticbrain-gguf","repo":"devehz/MagenticBrain-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T20:22:49.352Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T20:22:49.352Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-devehz-magenticbrain-gguf","owner":"devehz","name":"MagenticBrain-GGUF","repo":"devehz/MagenticBrain-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: devehz/MagenticBrain-GGUF · llama.cpp","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":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"microsoft/MagenticBrain"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"microsoft/MagenticBrain","field":"baseModel"}],"parameters":null,"size":{"bytes":123764996278,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"devehz","sourceUrl":"https://huggingface.co/devehz/MagenticBrain-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","mit","llama.cpp","gguf","quantized","qwen3","agents","text-generation","base_model:microsoft/magenticbrain","base_model:quantized:microsoft/magenticbrain","license:mit","endpoints_compatible","region:us","conversational","llm","microsoft/magenticbrain"],"task":"text-generation","modality":"text","framework":"llama.cpp","formats":["gitattributes","gguf","md"],"baseModel":"microsoft/MagenticBrain","derivedFrom":"microsoft/MagenticBrain","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"microsoft/MagenticBrain","languages":[],"sourceUrl":"https://huggingface.co/devehz/MagenticBrain-GGUF","evalResults":[],"libraryName":"llama.cpp","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation llama.cpp llm model microsoft/magenticbrain gguf agents base_model:microsoft/magenticbrain base_model:quantized:microsoft/magenticbrain","semanticTerms":["text-generation","llama.cpp","llm","model","microsoft/magenticbrain","gguf","agents","base_model:microsoft/magenticbrain","base_model:quantized:microsoft/magenticbrain"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2124},{"lfs":true,"path":"MB-BF16.gguf","sizeBytes":29543423776},{"lfs":true,"path":"MB-IQ2_XXS.gguf","sizeBytes":4299192320},{"lfs":true,"path":"MB-IQ3_M.gguf","sizeBytes":6883409920},{"lfs":true,"path":"MB-IQ3_XXS.gguf","sizeBytes":5942666240},{"lfs":true,"path":"MB-IQ4_XS.gguf","sizeBytes":8110730240},{"lfs":true,"path":"MB-Q2_K.gguf","sizeBytes":5753984000},{"lfs":true,"path":"MB-Q3_K_M.gguf","sizeBytes":7321313280},{"lfs":true,"path":"MB-Q4_K_M.gguf","sizeBytes":9001753600},{"lfs":true,"path":"MB-Q4_K_S.gguf","sizeBytes":8573475840},{"lfs":true,"path":"MB-Q5_K_M.gguf","sizeBytes":10514570240},{"lfs":true,"path":"MB-Q6_K.gguf","sizeBytes":12121937920},{"lfs":true,"path":"MB-Q8_0.gguf","sizeBytes":15698534400},{"lfs":false,"path":"README.md","sizeBytes":2378}],"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":123764996278,"sizeKnown":true,"sizeLabel":"115.3 GB","sizeReason":"","declaredSizeBytes":123764996278,"defaultDownloadBytes":9001753600,"mirrorCount":1,"downloadCount":2761,"stars":0,"citations":0,"updatedAt":"2026-09-22T06:48:54.634Z","createdAt":"2026-09-22T06:36:04.050Z","version":"hf-main","upstream":{"gated":false,"repoId":"devehz/MagenticBrain-GGUF","private":false,"repoUrl":"https://huggingface.co/devehz/MagenticBrain-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"226eb490a8eb468378aaccdf8cbcd840e7a5c2d8","fetchedAt":"2026-09-22T06:36:04.047Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-09-22T06:48:54.634Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"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_67fc26579a89a66c47122cf786bb8ca5c5c77945b8115cebd5aee03fc647b1a1","artifactId":"hf-model-devehz-magenticbrain-gguf","representationId":"rep-2a03d38b2ed8cdd69c39e2092ec393880e381d4b7091b32d4adccf7ba856f974","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2a03d38b2ed8cdd69c39e2092ec393880e381d4b7091b32d4adccf7ba856f974","artifactId":"hf-model-devehz-magenticbrain-gguf","format":"gguf","source":{"provider":"huggingface","identity":"devehz/MagenticBrain-GGUF","revision":"226eb490a8eb468378aaccdf8cbcd840e7a5c2d8","immutable":true},"files":[{"path":"MB-Q4_K_M.gguf","role":"weight","sizeBytes":9001753600,"sha256":"sha256:55a1b65cfba9b89d082c7018b9e31e61376c7da005266145b436cc13eab9b01f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:79a8ce7927296774ee5b2e04b4df8f5d33317848fb1ee9df76c2df9707066a77"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0030d82c805bf332a9f6c49161e3b7623d3e9869c0b62e078b3568d85a0b5285","representationDigest":"sha256:3c55f58f40b6b65b0cf0fe74d1cb4ace86b5b8616a1b10bc8524b9152ba0318f","evidenceSnapshotDigest":"sha256:23006f6f31a74d1b2c144f6226653fd3a7b4bf824728f98c1321ef691c9aa91a","evaluatedAt":"2026-09-22T06:48:54.756Z","authorityVersion":"sha256:187490ef5b9dbcd47fbaa4508050746e3099550873fd204ff41218ab7200d63f","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":"2026-10-31T20:22:49.352Z","evidence_url":"/api/manifests/hf-model-devehz-magenticbrain-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":14,"publicDownloadableFileCount":0,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":123764996278,"label":"115.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2761,"upstreamStars":0,"label":"2.8K 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":"devehz/MagenticBrain-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: mit","Provenance: devehz/MagenticBrain-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":14,"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-devehz-magenticbrain-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":"devehz/MagenticBrain-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T20:22:49.352Z","evidence_url":"/api/manifests/hf-model-devehz-magenticbrain-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-devehz-magenticbrain-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-devehz-magenticbrain-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-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":"devehz/MagenticBrain-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: mit","Provenance: devehz/MagenticBrain-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":14,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-devehz-magenticbrain-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-devehz-magenticbrain-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/distribution"},"supportedClaims":["devehz/MagenticBrain-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","devehz/MagenticBrain-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","devehz/MagenticBrain-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-devehz-magenticbrain-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-devehz-magenticbrain-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-devehz-magenticbrain-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."}}