{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T10:01:08.670Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-legraphista-numinamath-7b-tir-imat-gguf","repo":"legraphista/NuminaMath-7B-TIR-IMat-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":5673440800,"readinessCheckedAt":"2026-11-04T09:40:41.450Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":5673440800,"readinessCheckedAt":"2026-11-04T09:40:41.450Z","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-legraphista-numinamath-7b-tir-imat-gguf","owner":"legraphista","name":"NuminaMath-7B-TIR-IMat-GGUF","repo":"legraphista/NuminaMath-7B-TIR-IMat-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: legraphista/NuminaMath-7B-TIR-IMat-GGUF · gguf","cardDescription":"Generates text by continuing a prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"AI-MO/NuminaMath-7B-TIR"},{"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":"AI-MO/NuminaMath-7B-TIR","field":"baseModel"}],"parameters":null,"size":{"bytes":106979270351,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"legraphista","sourceUrl":"https://huggingface.co/legraphista/NuminaMath-7B-TIR-IMat-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","alignment-handbook","generated_from_trainer","quantized","quantization","imat","imatrix","static","16bit","8bit","6bit","5bit","4bit","3bit","2bit","1bit","text-generation","base_model:ai-mo/numinamath-7b-tir","base_model:quantized:ai-mo/numinamath-7b-tir","license:apache-2.0"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md","dat","dataset","log"],"baseModel":"AI-MO/NuminaMath-7B-TIR","derivedFrom":"AI-MO/NuminaMath-7B-TIR","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"AI-MO/NuminaMath-7B-TIR","languages":[],"sourceUrl":"https://huggingface.co/legraphista/NuminaMath-7B-TIR-IMat-GGUF","evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","inference","library_name","license","model-index","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation gguf llm model ai-mo/numinamath-7b-tir numinamath-7b-tir","semanticTerms":["text-generation","gguf","llm","model","ai-mo/numinamath-7b-tir","numinamath-7b-tir"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3197},{"lfs":true,"path":"NuminaMath-7B-TIR.BF16.gguf","sizeBytes":13825218080},{"lfs":true,"path":"NuminaMath-7B-TIR.FP16.gguf","sizeBytes":13825218080},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ1_M.gguf","sizeBytes":1848563488},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ1_S.gguf","sizeBytes":1733031712},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ2_M.gguf","sizeBytes":2543163168},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ2_S.gguf","sizeBytes":2389120800},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ2_XS.gguf","sizeBytes":2210887456},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ2_XXS.gguf","sizeBytes":2041116448},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ3_M.gguf","sizeBytes":3289675552},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ3_S.gguf","sizeBytes":3138017056},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ3_XS.gguf","sizeBytes":2993608480},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ3_XXS.gguf","sizeBytes":2758399776},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ4_NL.gguf","sizeBytes":4000061216},{"lfs":true,"path":"NuminaMath-7B-TIR.IQ4_XS.gguf","sizeBytes":3797227296},{"lfs":true,"path":"NuminaMath-7B-TIR.Q2_K.gguf","sizeBytes":2718422816},{"lfs":true,"path":"NuminaMath-7B-TIR.Q2_K_S.gguf","sizeBytes":2510509856},{"lfs":true,"path":"NuminaMath-7B-TIR.Q3_K.gguf","sizeBytes":3461191456},{"lfs":true,"path":"NuminaMath-7B-TIR.Q3_K_L.gguf","sizeBytes":3746273056},{"lfs":true,"path":"NuminaMath-7B-TIR.Q3_K_S.gguf","sizeBytes":3138017056},{"lfs":true,"path":"NuminaMath-7B-TIR.Q4_K.gguf","sizeBytes":4223358752},{"lfs":true,"path":"NuminaMath-7B-TIR.Q4_K_S.gguf","sizeBytes":4025358112},{"lfs":true,"path":"NuminaMath-7B-TIR.Q5_K.gguf","sizeBytes":4926428704},{"lfs":true,"path":"NuminaMath-7B-TIR.Q5_K_S.gguf","sizeBytes":4811396640}],"modelIndexNames":["NuminaMath-7B-TIR"]},"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":106979270351,"sizeKnown":true,"sizeLabel":"99.6 GB","sizeReason":"","declaredSizeBytes":106979270351,"defaultDownloadBytes":5673440800,"mirrorCount":1,"downloadCount":186,"stars":2,"citations":0,"updatedAt":"2026-09-22T13:34:38.852Z","createdAt":"2026-06-30T02:32:29.328Z","version":"hf-main","upstream":{"gated":false,"repoId":"legraphista/NuminaMath-7B-TIR-IMat-GGUF","private":false,"repoUrl":"https://huggingface.co/legraphista/NuminaMath-7B-TIR-IMat-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"50ad8462bb04a0923c610808397cdd73a0a6ba65","fetchedAt":"2026-09-22T13:20:21.101Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-22T13:34:38.852Z","mirroredBy":"mirror-batch-worker","totalFiles":30,"hostedFiles":1,"mirroredBytes":5673440800,"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_6a8d95e6ab2baa383317a88a9847f9f0343893b969fa2554b29aceadb1fb4d33","artifactId":"hf-model-legraphista-numinamath-7b-tir-imat-gguf","representationId":"rep-200075b7290e4dede52fdb0d30058ca234ff13d7427da0a0d5a54f2ed48db0b0","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-200075b7290e4dede52fdb0d30058ca234ff13d7427da0a0d5a54f2ed48db0b0","artifactId":"hf-model-legraphista-numinamath-7b-tir-imat-gguf","format":"gguf","source":{"provider":"huggingface","identity":"legraphista/NuminaMath-7B-TIR-IMat-GGUF","revision":"50ad8462bb04a0923c610808397cdd73a0a6ba65","immutable":true},"files":[{"path":"NuminaMath-7B-TIR.Q6_K.gguf","role":"weight","sizeBytes":5673440800,"sha256":"sha256:3441fbaff49bda83d9678b8018af22877c0147c923454c2ba74fd231c93e3dbe","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6dfbf6c20f3c835429f946605ca2d3d9dfd6e578566fdf2e58e1fc84387c421c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1bbfb1dfbfbd7e1d7a4913fbd2f7c07e21f84d85778bd2dcbe94a9e57e71f62f","representationDigest":"sha256:08bbc2f3022469e6c20a28314beff8e050aab70701461614b35deb1751fd4bc2","evidenceSnapshotDigest":"sha256:10c668fe43866fd2036c5d978c596151662845d2a8f872cd28f2a13d6fd0ad97","evaluatedAt":"2026-09-22T13:34:39.038Z","authorityVersion":"sha256:3b3cf16bb9e8c5d49e241d2c2151d3a8b53801e1697d5df6582617e69e0e1ea5","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":30,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T09:40:41.450Z","evidence_url":"/api/manifests/hf-model-legraphista-numinamath-7b-tir-imat-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":30,"publicDownloadableFileCount":1,"externalFileCount":30,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":106979270351,"label":"99.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":186,"upstreamStars":2,"label":"186 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":"legraphista/NuminaMath-7B-TIR-IMat-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/30 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: legraphista/NuminaMath-7B-TIR-IMat-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/30 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":29,"totalFiles":30},"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-legraphista-numinamath-7b-tir-imat-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":"legraphista/NuminaMath-7B-TIR-IMat-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T09:40:41.450Z","evidence_url":"/api/manifests/hf-model-legraphista-numinamath-7b-tir-imat-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-legraphista-numinamath-7b-tir-imat-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-legraphista-numinamath-7b-tir-imat-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-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":"legraphista/NuminaMath-7B-TIR-IMat-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/30 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: legraphista/NuminaMath-7B-TIR-IMat-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/30 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":29,"totalFiles":30},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-legraphista-numinamath-7b-tir-imat-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-legraphista-numinamath-7b-tir-imat-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/distribution"},"supportedClaims":["legraphista/NuminaMath-7B-TIR-IMat-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","legraphista/NuminaMath-7B-TIR-IMat-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","legraphista/NuminaMath-7B-TIR-IMat-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-legraphista-numinamath-7b-tir-imat-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-legraphista-numinamath-7b-tir-imat-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-legraphista-numinamath-7b-tir-imat-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."}}