{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T18:00:21.450Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf","repo":"mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":13934221056,"readinessCheckedAt":"2026-11-03T17:55:29.048Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":13934221056,"readinessCheckedAt":"2026-11-03T17:55:29.048Z","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-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf","owner":"mradermacher","name":"GLM-4.7-Flash-REAP-23B-A3B-GGUF","repo":"mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF · transformers","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":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"cerebras/GLM-4.7-Flash-REAP-23B-A3B"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"cerebras/GLM-4.7-Flash-REAP-23B-A3B","field":"baseModel"}],"parameters":null,"size":{"bytes":156739187923,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","glm","moe","pruning","compression","en","base_model:cerebras/glm-4.7-flash-reap-23b-a3b","base_model:quantized:cerebras/glm-4.7-flash-reap-23b-a3b","license:mit","endpoints_compatible","region:us","conversational","llm","cerebras/glm-4.7-flash-reap-23b-a3b"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"cerebras/GLM-4.7-Flash-REAP-23B-A3B","derivedFrom":"cerebras/GLM-4.7-Flash-REAP-23B-A3B","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"cerebras/GLM-4.7-Flash-REAP-23B-A3B","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","license_link","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en cerebras/glm-4.7-flash-reap-23b-a3b gguf","semanticTerms":["transformers","llm","model","en","cerebras/glm-4.7-flash-reap-23b-a3b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2338},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.IQ4_XS.gguf","sizeBytes":12436932352},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q2_K.gguf","sizeBytes":8522710784},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q3_K_L.gguf","sizeBytes":12004336384},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q3_K_M.gguf","sizeBytes":11075691264},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q3_K_S.gguf","sizeBytes":10043859712},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q4_K_M.gguf","sizeBytes":13934221056},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q4_K_S.gguf","sizeBytes":13134239488},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q5_K_M.gguf","sizeBytes":16336205568},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q5_K_S.gguf","sizeBytes":15883040512},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q6_K.gguf","sizeBytes":18911054592},{"lfs":true,"path":"GLM-4.7-Flash-REAP-23B-A3B.Q8_0.gguf","sizeBytes":24456890112},{"lfs":false,"path":"README.md","sizeBytes":3761}],"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":156739187923,"sizeKnown":true,"sizeLabel":"146.0 GB","sizeReason":"","declaredSizeBytes":156739187923,"defaultDownloadBytes":13934221056,"mirrorCount":1,"downloadCount":205,"stars":1,"citations":0,"updatedAt":"2026-09-26T01:11:30.520Z","createdAt":"2026-06-30T02:31:01.201Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"635f972c1a1fa2af18afa0e1b9a491d7f1e45058","fetchedAt":"2026-09-26T00:43:16.284Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-26T01:11:30.520Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":1,"mirroredBytes":13934221056,"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_c79294977c62b70675e8769d4c410fa56fcdff89781797d273f3eded4764b124","artifactId":"hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf","representationId":"rep-5408e5dfd28d78f33e20016ebad81cfdb5e9ce0ea784da04c04ecda44e6c80db","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5408e5dfd28d78f33e20016ebad81cfdb5e9ce0ea784da04c04ecda44e6c80db","artifactId":"hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","revision":"635f972c1a1fa2af18afa0e1b9a491d7f1e45058","immutable":true},"files":[{"path":"GLM-4.7-Flash-REAP-23B-A3B.Q4_K_M.gguf","role":"weight","sizeBytes":13934221056,"sha256":"sha256:9825c7054cfe6b2ab22b2151cdcd073186406bd9cb6a80d0eb1bcbc0b4b8c3e1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f88a0ebbf4d3489f88bcbadd1fe355ee83fd18c199529303e216d9d09373a42"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:171c5e2f65d0b75d40cf4fc8f56a522928d53e80e15ff97b5825506a56ca6568","representationDigest":"sha256:38403aa6cbc8dae3905af7fa6dcf8d924bad5f7a2f918c8304d96792c2ee729c","evidenceSnapshotDigest":"sha256:68f343d35b305467b5a97688839f17652960d1b93544eff8c4ebdaa8ed1298e8","evaluatedAt":"2026-09-26T01:11:30.712Z","authorityVersion":"sha256:c1b65114daab6e53d708e111fef8e6fd359879a909871fde4f1dccc2280b6606","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":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T17:55:29.048Z","evidence_url":"/api/manifests/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-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":13,"publicDownloadableFileCount":1,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":156739187923,"label":"146.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":205,"upstreamStars":1,"label":"205 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":"mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/13 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: mit","Provenance: mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":12,"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-mradermacher-glm-4-7-flash-reap-23b-a3b-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/GLM-4.7-Flash-REAP-23B-A3B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T17:55:29.048Z","evidence_url":"/api/manifests/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-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-glm-4-7-flash-reap-23b-a3b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-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":"mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/13 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: mit","Provenance: mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":12,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/distribution"},"supportedClaims":["mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/GLM-4.7-Flash-REAP-23B-A3B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/GLM-4.7-Flash-REAP-23B-A3B-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-glm-4-7-flash-reap-23b-a3b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-glm-4-7-flash-reap-23b-a3b-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."}}