{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T17:18:37.745Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-anthracite-org-magnum-v2-5-12b-kto","repo":"anthracite-org/magnum-v2.5-12b-kto","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":24505079847,"readinessCheckedAt":"2026-11-02T11:57:03.647Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":24505079847,"readinessCheckedAt":"2026-11-02T11:57:03.647Z","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","owner":"anthracite-org","name":"magnum-v2.5-12b-kto","repo":"anthracite-org/magnum-v2.5-12b-kto","type":"llm","summary":"Model from Hugging Face for text generation: anthracite-org/magnum-v2.5-12b-kto · 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-12b-v2"},{"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-12b-v2","field":"baseModel"}],"parameters":null,"size":{"bytes":24505083164,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"anthracite-org","sourceUrl":"https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto","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","safetensors","mistral","chat","text-generation","conversational","en","fr","de","es","it","pt","ru","zh","ja","base_model:anthracite-org/magnum-v2-12b","base_model:finetune:anthracite-org/magnum-v2-12b","license:apache-2.0","region:us","unknown","llm"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors"],"baseModel":"anthracite-org/magnum-12b-v2","derivedFrom":"anthracite-org/magnum-12b-v2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"anthracite-org/magnum-12b-v2","languages":["en","fr","de","es","it","pt","ru","zh","ja"],"sourceUrl":"https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","pipeline_tag","tags"],"semanticText":"text-generation unknown llm model en fr de es it pt ru zh ja anthracite-org/magnum-12b-v2 safetensors chat","semanticTerms":["text-generation","unknown","llm","model","en","fr","de","es","it","pt","ru","zh","ja","anthracite-org/magnum-12b-v2","safetensors","chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1798},{"lfs":false,"path":"config.json","sizeBytes":661},{"lfs":false,"path":"generation_config.json","sizeBytes":132},{"lfs":true,"path":"model-00001-of-00005.safetensors","sizeBytes":4865522432},{"lfs":true,"path":"model-00002-of-00005.safetensors","sizeBytes":4907529344},{"lfs":true,"path":"model-00003-of-00005.safetensors","sizeBytes":4907529376},{"lfs":true,"path":"model-00004-of-00005.safetensors","sizeBytes":4907529376},{"lfs":true,"path":"model-00005-of-00005.safetensors","sizeBytes":4907496208},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":29894},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":558},{"lfs":false,"path":"tokenizer.json","sizeBytes":9264441},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":177425}],"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":24505083164,"sizeKnown":true,"sizeLabel":"22.8 GB","sizeReason":"","declaredSizeBytes":24505083164,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":505,"stars":57,"citations":0,"updatedAt":"2026-09-19T08:24:07.769Z","createdAt":"2026-06-30T02:20:29.090Z","version":"hf-main","upstream":{"gated":false,"repoId":"anthracite-org/magnum-v2.5-12b-kto","private":false,"repoUrl":"https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto","disabled":false,"provider":"huggingface","repoType":"model","revision":"aee0374e5a43e950c9977b0004dede1c57be2999","fetchedAt":"2026-09-19T07:43:44.086Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-19T08:24:07.769Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":11,"mirroredBytes":24505079847,"mirroredFiles":11,"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_fa84f4ca4311d628fde51d3dcdad128de7c4709fe3eb1fbd5cdee613271b4ee5","artifactId":"hf-model-anthracite-org-magnum-v2-5-12b-kto","representationId":"rep-9a5288d053df4eed651cd8fbd237ec8984e26a855371882bbbee5e53c2a47d5d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9a5288d053df4eed651cd8fbd237ec8984e26a855371882bbbee5e53c2a47d5d","artifactId":"hf-model-anthracite-org-magnum-v2-5-12b-kto","format":"safetensors","source":{"provider":"huggingface","identity":"anthracite-org/magnum-v2.5-12b-kto","revision":"aee0374e5a43e950c9977b0004dede1c57be2999","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":661,"sha256":"sha256:1da243f9f2934eaf062e6f3cbf06e931385c7c3dd104e1c9b8350d7811488db2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b36b61757b7075b1f7af27b2f6a201968d1ae3acdd5fca81d22d23733172c341"},{"path":"generation_config.json","role":"config","sizeBytes":132,"sha256":"sha256:8b41fbdcf13326c7308d63d4d8ff4a7836e90d17a670441c5288483624b4f867","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4eb02026a613adaa9eea2e1d7ff39776ae78de53e8911608b1a5ff5d0ccd9788"},{"path":"model-00001-of-00005.safetensors","role":"weight","sizeBytes":4865522432,"sha256":"sha256:7a81888670d21d6b9840fc368b3301288b08126b1b6482d70be492af67885756","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:75cbcc3eb1746dcc1aa110a0b62481d4f870ab1d27579c7fcea5f5f42d509368"},{"path":"model-00002-of-00005.safetensors","role":"weight","sizeBytes":4907529344,"sha256":"sha256:38a68549b60334e219fc271be6e19db4a51620b471c9ac0eabb699fdd92a9c9e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f666f57d1115d8ab3776fbf1a8a97a900b72a1f735d8d697354d16699f4e054c"},{"path":"model-00003-of-00005.safetensors","role":"weight","sizeBytes":4907529376,"sha256":"sha256:33b36d2793753742b9bbb1d57bdcd8e579dd7ba18087c84a7f4d16516a992014","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4eed23b6a72f8975817663f82a6e20698f8b5223a1e0a6a573a158067049d966"},{"path":"model-00004-of-00005.safetensors","role":"weight","sizeBytes":4907529376,"sha256":"sha256:322549b93c5192429e474b64b350fbef35caec2381fb6ed5956728e5c58a9bc4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5c50ffdd2627a0cda32a12d673a39f6ea2a7bcf57c32ee1ffca1bd0d45f899c5"},{"path":"model-00005-of-00005.safetensors","role":"weight","sizeBytes":4907496208,"sha256":"sha256:382d2649b9792544668f02e4746f0e6768e8e30e4e55fd7b6ce5057a4cbe6617","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:48e3cb1cf2f5c645ba3757c1be345696f0a91d274cea79ede9cadb2029696471"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":29894,"sha256":"sha256:f14ac27ce39aa8652e83b8e3a9c59babba2831711e5b31512c1f96bfeeee09cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5836b137cdb61f0cb68229b0c7bf481d3cccf5f77f5295a79bcdde86e5e7d674"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":558,"sha256":"sha256:5d6382306983e560e7913caf6df79be8a8c1969668773e22a50a940e0125021a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7d855bec920f7e03c8bac2dba0f4e09c09c02e30f560b78d314ac8b3f9286c26"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":9264441,"sha256":"sha256:0ba3c07c153070f7da72cf185508260ca07d9a037a703a44a42da9c790924271","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9f4abee54c70916467c79ed0c7296f435ea5c9403c408e26caafd6617e4bf525"},{"path":"tokenizer_config.json","role":"config","sizeBytes":177425,"sha256":"sha256:783aad416e150440f973f4e9eedffc882210b3b2f15c0e39ebef6fd05436d2f7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1a32d25d0beb09a2fb1fc69fd8f8c74bb4bad407ea764fd932564afdd591c861"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:113758c31252161ec4306edda53ff232a07be8801a67a0e3c10ffc134e6f326b","representationDigest":"sha256:903712c08056cde3924bd3bb7652455e78a9ce0a13ffb92799330bdefa25bd77","evidenceSnapshotDigest":"sha256:948b45112d331d20440fc3cda5c13c9cae25f4f9e27583cd032fa682341efa19","evaluatedAt":"2026-09-19T08:24:08.621Z","authorityVersion":"sha256:a888b2c5cd0212dc8c2199e658d56c29d9a12a3e44e8b291853454d0300de28d","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":11,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T11:57:03.647Z","evidence_url":"/api/manifests/hf-model-anthracite-org-magnum-v2-5-12b-kto"}},"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":13,"publicDownloadableFileCount":11,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":24505083164,"label":"22.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":505,"upstreamStars":57,"label":"505 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"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/13 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","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":2,"totalFiles":13},"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/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"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T11:57:03.647Z","evidence_url":"/api/manifests/hf-model-anthracite-org-magnum-v2-5-12b-kto"},"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/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-anthracite-org-magnum-v2-5-12b-kto","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/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"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/13 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","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":2,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-anthracite-org-magnum-v2-5-12b-kto/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-anthracite-org-magnum-v2-5-12b-kto","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/distribution"},"supportedClaims":["anthracite-org/magnum-v2.5-12b-kto has 0 self-reported, unqualified Hugging Bay community reviews.","anthracite-org/magnum-v2.5-12b-kto has 0 self-reported run claims; none qualify verification during limited availability.","anthracite-org/magnum-v2.5-12b-kto 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/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-anthracite-org-magnum-v2-5-12b-kto"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-anthracite-org-magnum-v2-5-12b-kto/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."}}