{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T10:59:20.799Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf","repo":"mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":4368439488,"readinessCheckedAt":"2026-11-04T10:13:47.815Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":4368439488,"readinessCheckedAt":"2026-11-04T10:13:47.815Z","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."},"id":"hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf","owner":"mradermacher","name":"Mixtral_AI_CyberTron_Ultra-GGUF","repo":"mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF · transformers","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b","field":"baseModel"}],"parameters":null,"size":{"bytes":58931181061,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":95,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","text-generation-inference","unsloth","mistral","trl","code","medical","farmer","doctor","mega-series","cyber-series","role-play","self-rag","thinkingbot","milestone","spydazwebai","en","dataset:gretelai/synthetic_text_to_sql","dataset:huggingfacetb/cosmopedia"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b","derivedFrom":"LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["gretelai/synthetic_text_to_sql","HuggingFaceTB/cosmopedia","teknium/OpenHermes-2.5","Open-Orca/SlimOrca","Open-Orca/OpenOrca","cognitivecomputations/dolphin-coder","databricks/databricks-dolly-15k","yahma/alpaca-cleaned","uonlp/CulturaX","mwitiderrick/SwahiliPlatypus","swahili","Rogendo/English-Swahili-Sentence-Pairs"],"paperIds":[],"repoType":"model","baseModel":"LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","library_name","license","quantized_by","tags"],"semanticText":"transformers llm model en gretelai/synthetic_text_to_sql huggingfacetb/cosmopedia teknium/openhermes-2.5 open-orca/slimorca open-orca/openorca cognitivecomputations/dolphin-coder databricks/databricks-dolly-15k yahma/alpaca-cleaned uonlp/culturax mwitiderrick/swahiliplatypus swahili rogendo/english-swahili-sentence-pairs leroydyer/spydazweb_ai_cybertron_ultra_7b gguf self-rag dataset:rogendo/english-swahili-sentence-pairs dataset:ise-uiuc/magicoder-evol-instruct-110k","semanticTerms":["transformers","llm","model","en","gretelai/synthetic_text_to_sql","huggingfacetb/cosmopedia","teknium/openhermes-2.5","open-orca/slimorca","open-orca/openorca","cognitivecomputations/dolphin-coder","databricks/databricks-dolly-15k","yahma/alpaca-cleaned","uonlp/culturax","mwitiderrick/swahiliplatypus","swahili","rogendo/english-swahili-sentence-pairs","leroydyer/spydazweb_ai_cybertron_ultra_7b","gguf","self-rag","dataset:rogendo/english-swahili-sentence-pairs","dataset:ise-uiuc/magicoder-evol-instruct-110k"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2561},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.IQ3_M.gguf","sizeBytes":3284891840},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.IQ3_S.gguf","sizeBytes":3182393536},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.IQ3_XS.gguf","sizeBytes":3018815680},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.IQ4_XS.gguf","sizeBytes":3944388800},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q2_K.gguf","sizeBytes":2719242432},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q3_K_L.gguf","sizeBytes":3822024896},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q3_K_M.gguf","sizeBytes":3518986432},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q3_K_S.gguf","sizeBytes":3164567744},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q4_K_M.gguf","sizeBytes":4368439488},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q4_K_S.gguf","sizeBytes":4140374208},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q5_K_M.gguf","sizeBytes":5131409600},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q5_K_S.gguf","sizeBytes":4997716160},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q6_K.gguf","sizeBytes":5942065344},{"lfs":true,"path":"Mixtral_AI_CyberTron_Ultra.Q8_0.gguf","sizeBytes":7695857856},{"lfs":false,"path":"README.md","sizeBytes":4484}],"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":58931181061,"sizeKnown":true,"sizeLabel":"54.9 GB","sizeReason":"","declaredSizeBytes":58931181061,"defaultDownloadBytes":4368439488,"mirrorCount":1,"downloadCount":1307,"stars":1,"citations":0,"updatedAt":"2026-09-22T03:20:49.116Z","createdAt":"2026-06-30T02:13:20.052Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"8b683fe818b5f99072fa72a30b079e29a63934dc","fetchedAt":"2026-09-22T03:16:18.440Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-22T03:20:49.116Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":1,"mirroredBytes":4368439488,"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_52c523788851363c1a4a51e42478bd57d9f0934ddd61b5042a3ac2545e74d614","artifactId":"hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf","representationId":"rep-6b8a90845516ae1dba1fa68daea4a9337a34000137e4f9f1c73a81ac9b47db44","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-6b8a90845516ae1dba1fa68daea4a9337a34000137e4f9f1c73a81ac9b47db44","artifactId":"hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","revision":"8b683fe818b5f99072fa72a30b079e29a63934dc","immutable":true},"files":[{"path":"Mixtral_AI_CyberTron_Ultra.Q4_K_M.gguf","role":"weight","sizeBytes":4368439488,"sha256":"sha256:9e6fa56ffc69e158501c7182f5c56d17db158f8f8a59b75a15d03285d9fa063e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e66d0834593f9f79427c1a6bb0bb8f922597aba68793d8d3bae98fdd0fdf7af6"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c7b1d57596aca953da537fb9e4c8512b45ca2001b4a36f18c5d5179259e33941","representationDigest":"sha256:635088eaa17e31a0785af013aafe16853a12c972b6b7e543743f225a6b8c4b7a","evidenceSnapshotDigest":"sha256:62097b328b926eea0c50df679d5d2cdcacfdafa098dfb62b793b8727c13ece22","evaluatedAt":"2026-09-22T03:20:49.293Z","authorityVersion":"sha256:95e8890e3190b09db53650d7e472b80828bc28ce5607b15b1dc523f5eb76b14a","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":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T10:13:47.815Z","evidence_url":"/api/manifests/hf-model-mradermacher-mixtral-ai-cybertron-ultra-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":16,"publicDownloadableFileCount":1,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":58931181061,"label":"54.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1307,"upstreamStars":1,"label":"1.3K 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/Mixtral_AI_CyberTron_Ultra-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/16 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: mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":15,"totalFiles":16},"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-mixtral-ai-cybertron-ultra-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/Mixtral_AI_CyberTron_Ultra-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T10:13:47.815Z","evidence_url":"/api/manifests/hf-model-mradermacher-mixtral-ai-cybertron-ultra-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-mradermacher-mixtral-ai-cybertron-ultra-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-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/Mixtral_AI_CyberTron_Ultra-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/16 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: mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":15,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/distribution"},"supportedClaims":["mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Mixtral_AI_CyberTron_Ultra-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Mixtral_AI_CyberTron_Ultra-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-mixtral-ai-cybertron-ultra-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-mixtral-ai-cybertron-ultra-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mixtral-ai-cybertron-ultra-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."}}