{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-05T17:31:33.510Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf","repo":"anthracite-org/magnum-v2.5-12b-kto-gguf","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":7477204256,"readinessCheckedAt":"2026-11-05T17:28:11.920Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":7477204256,"readinessCheckedAt":"2026-11-05T17:28:11.920Z","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."},"id":"hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf","owner":"anthracite-org","name":"magnum-v2.5-12b-kto-gguf","repo":"anthracite-org/magnum-v2.5-12b-kto-gguf","type":"llm","summary":"Model from Hugging Face for text generation: anthracite-org/magnum-v2.5-12b-kto-gguf · 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":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"anthracite-org/magnum-v2.5-12b-kto"},{"field":"tags","value":"chat"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"anthracite-org/magnum-v2.5-12b-kto","field":"baseModel"}],"parameters":null,"size":{"bytes":47261282976,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"anthracite-org","sourceUrl":"https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto-gguf","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","chat","text-generation","en","fr","de","es","it","pt","ru","zh","ja","base_model:anthracite-org/magnum-v2.5-12b-kto","base_model:quantized:anthracite-org/magnum-v2.5-12b-kto","license:apache-2.0","endpoints_compatible","region:us","imatrix","conversational","unknown"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","dat","gguf"],"baseModel":"anthracite-org/magnum-v2.5-12b-kto","derivedFrom":"anthracite-org/magnum-v2.5-12b-kto","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"anthracite-org/magnum-v2.5-12b-kto","languages":["en","fr","de","es","it","pt","ru","zh","ja"],"sourceUrl":"https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto-gguf","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation unknown llm model en fr de es it pt ru zh ja anthracite-org/magnum-v2.5-12b-kto gguf chat","semanticTerms":["text-generation","unknown","llm","model","en","fr","de","es","it","pt","ru","zh","ja","anthracite-org/magnum-v2.5-12b-kto","gguf","chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1976},{"lfs":false,"path":"README.md","sizeBytes":2025},{"lfs":true,"path":"imatrix_data.dat","sizeBytes":7054399},{"lfs":true,"path":"magnum-12b-v2.5-kto-IQ3_M.gguf","sizeBytes":5722232096},{"lfs":true,"path":"magnum-12b-v2.5-kto-IQ3_S.gguf","sizeBytes":5562078496},{"lfs":true,"path":"magnum-12b-v2.5-kto-IQ4_XS.gguf","sizeBytes":6742709536},{"lfs":true,"path":"magnum-12b-v2.5-kto-Q4_K_M.gguf","sizeBytes":7477204256},{"lfs":true,"path":"magnum-12b-v2.5-kto-Q5_K_M.gguf","sizeBytes":8727631136},{"lfs":true,"path":"magnum-12b-v2.5-kto-Q8_0.gguf","sizeBytes":13022369056}],"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":47261282976,"sizeKnown":true,"sizeLabel":"44.0 GB","sizeReason":"","declaredSizeBytes":47261282976,"defaultDownloadBytes":7477204256,"mirrorCount":1,"downloadCount":570,"stars":42,"citations":0,"updatedAt":"2026-09-16T20:56:53.425Z","createdAt":"2026-06-30T02:19:22.217Z","version":"hf-main","upstream":{"gated":false,"repoId":"anthracite-org/magnum-v2.5-12b-kto-gguf","private":false,"repoUrl":"https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"7619e5ea19ef5c202f6d7a4de670a71f3090eaa2","fetchedAt":"2026-09-16T18:11:39.019Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-16T20:56:53.425Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":1,"mirroredBytes":7477204256,"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_a1f5136d1e05416af5f078b8c4d7d84ef5f826bf822ef1aeef86a770407f21dc","artifactId":"hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf","representationId":"rep-62bafa476fa6ad96b88d679d30733530912df463624a76ae199911ad5a5befd4","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-62bafa476fa6ad96b88d679d30733530912df463624a76ae199911ad5a5befd4","artifactId":"hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf","format":"gguf","source":{"provider":"huggingface","identity":"anthracite-org/magnum-v2.5-12b-kto-gguf","revision":"7619e5ea19ef5c202f6d7a4de670a71f3090eaa2","immutable":true},"files":[{"path":"magnum-12b-v2.5-kto-Q4_K_M.gguf","role":"weight","sizeBytes":7477204256,"sha256":"sha256:7264651ef663d588acff2291de8fe6fea381e1dd7f0d5d6a07ce561a3ea63ca7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8f23801a94b28463a735e9389c2eebb20ac7c113c92f686bc0213f2e19c76509"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0b2861c7d936e5d8cb58f50fa13ac9abe41b40a88f7ae81119115aa54db006de","representationDigest":"sha256:5d571c28c5d95c65ed513f3b8c2190d006bfe45ae39d620f11f3643be8c8681f","evidenceSnapshotDigest":"sha256:1e4a599dc868fc5556abb3bbc22aa74ef255025b68b00aab4439bebc40b0e49d","evaluatedAt":"2026-09-16T20:56:53.516Z","authorityVersion":"sha256:b815dfcfa5556cf04de65c5f927bf33fd66f481227b5be2f1eac7459391a58c1","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":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-05T17:28:11.920Z","evidence_url":"/api/manifests/hf-model-anthracite-org-magnum-v2-5-12b-kto-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":9,"publicDownloadableFileCount":1,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":47261282976,"label":"44.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":570,"upstreamStars":42,"label":"570 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":"anthracite-org/magnum-v2.5-12b-kto-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/9 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: anthracite-org/magnum-v2.5-12b-kto-gguf","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":8,"totalFiles":9},"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-anthracite-org-magnum-v2-5-12b-kto-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":"anthracite-org/magnum-v2.5-12b-kto-gguf"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-05T17:28:11.920Z","evidence_url":"/api/manifests/hf-model-anthracite-org-magnum-v2-5-12b-kto-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-anthracite-org-magnum-v2-5-12b-kto-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-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":"anthracite-org/magnum-v2.5-12b-kto-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/9 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: anthracite-org/magnum-v2.5-12b-kto-gguf","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":8,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/distribution"},"supportedClaims":["anthracite-org/magnum-v2.5-12b-kto-gguf has 0 self-reported, unqualified Hugging Bay community reviews.","anthracite-org/magnum-v2.5-12b-kto-gguf has 0 self-reported run claims; none qualify verification during limited availability.","anthracite-org/magnum-v2.5-12b-kto-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-anthracite-org-magnum-v2-5-12b-kto-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-anthracite-org-magnum-v2-5-12b-kto-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto-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."}}