{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T21:44:14.083Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-kylehessling1-qwopus-glm-18b-merged-gguf","repo":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":59206681850,"readinessCheckedAt":"2026-11-03T20:45:39.240Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":59206681850,"readinessCheckedAt":"2026-11-03T20:45:39.240Z","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-kylehessling1-qwopus-glm-18b-merged-gguf","owner":"KyleHessling1","name":"Qwopus-GLM-18B-Merged-GGUF","repo":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: KyleHessling1/Qwopus-GLM-18B-Merged-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":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":59206681850,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"KyleHessling1","sourceUrl":"https://huggingface.co/KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","merge","frankenmerge","qwen3.5","reasoning","text-generation","conversational","unsloth","agent","tool-use","chain-of-thought","en","zh","ko","ja","fr","de","es","arxiv:2604.06628","base_model:jackrong/qwen3.5-9b-glm5.1-distill-v1"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","gguf","html"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2604.06628"],"repoType":"model","baseModel":"","languages":["en","zh","ko","ja","fr","de","es"],"sourceUrl":"https://huggingface.co/KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","model_type","pipeline_tag","tags"],"semanticText":"text-generation unknown llm model en zh ko ja fr de es gguf agent","semanticTerms":["text-generation","unknown","llm","model","en","zh","ko","ja","fr","de","es","gguf","agent"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1935},{"lfs":false,"path":"MERGE_PROCESS.md","sizeBytes":24306},{"lfs":true,"path":"Qwopus-GLM-18B-Healed-Q3_K_M.gguf","sizeBytes":7948959072},{"lfs":true,"path":"Qwopus-GLM-18B-Healed-Q4_K_M.gguf","sizeBytes":9836641632},{"lfs":true,"path":"Qwopus-GLM-18B-Healed-Q5_K_M.gguf","sizeBytes":11499421024},{"lfs":true,"path":"Qwopus-GLM-18B-Healed-Q6_K.gguf","sizeBytes":13038845280},{"lfs":true,"path":"Qwopus-GLM-18B-Healed-Q8_0.gguf","sizeBytes":16882662752},{"lfs":false,"path":"README.md","sizeBytes":13588},{"lfs":false,"path":"samples/analytics-dashboard.html","sizeBytes":22300},{"lfs":false,"path":"samples/ecommerce-product-page.html","sizeBytes":16695},{"lfs":false,"path":"samples/multi-step-registration.html","sizeBytes":23315},{"lfs":false,"path":"samples/saas-landing-page.html","sizeBytes":24110},{"lfs":false,"path":"samples/snake-game.html","sizeBytes":11216},{"lfs":false,"path":"samples/weather-dashboard.html","sizeBytes":14625}],"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":59206681850,"sizeKnown":true,"sizeLabel":"55.1 GB","sizeReason":"","declaredSizeBytes":59206681850,"defaultDownloadBytes":9836641632,"mirrorCount":1,"downloadCount":29244,"stars":119,"citations":0,"updatedAt":"2026-09-20T18:26:47.445Z","createdAt":"2026-06-29T22:24:23.523Z","version":"hf-main","upstream":{"gated":false,"repoId":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","private":false,"repoUrl":"https://huggingface.co/KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"5202561f49e2c558ada57e456a9bf8f7e81d522f","fetchedAt":"2026-09-20T17:54:05.077Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-20T18:26:47.445Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":14,"mirroredBytes":59206681850,"mirroredFiles":14,"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_ca75156062ac819d48e2b49680773e7156e35cae1cbb03383ba630fc64e73920","artifactId":"hf-model-kylehessling1-qwopus-glm-18b-merged-gguf","representationId":"rep-9692d57a84695299d61766d2698c8e317cadd4b49301cdd970db90089591a5e3","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9692d57a84695299d61766d2698c8e317cadd4b49301cdd970db90089591a5e3","artifactId":"hf-model-kylehessling1-qwopus-glm-18b-merged-gguf","format":"gguf","source":{"provider":"huggingface","identity":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","revision":"5202561f49e2c558ada57e456a9bf8f7e81d522f","immutable":true},"files":[{"path":"Qwopus-GLM-18B-Healed-Q4_K_M.gguf","role":"weight","sizeBytes":9836641632,"sha256":"sha256:13bd039f95c9ea46ef1d75905faa7be6ca4e47a5af9d4cf62e298a738a5b195f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f7f8d4bdb213d5072a2e7bf3cf90f3a62808709e192483fde2947c4b86505f28"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:13927d5c1352835658b56c76448008bd86dc344467a57eeae3059f2ab64abf52","representationDigest":"sha256:dd1e6b3acd7795085722e7b81b88a3201761226f9936f47bfbe229bfba6053a7","evidenceSnapshotDigest":"sha256:a9fb5d132a5e3fb9fb7ff0d8f8803788c3b7f20b2ead3cece7607e8b3bdcb3ab","evaluatedAt":"2026-09-20T18:26:47.741Z","authorityVersion":"sha256:232841b71c873f27bb0ee6585eacb01be18f340bf7bc8180ea52dea1895e1172","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":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T20:45:39.240Z","evidence_url":"/api/manifests/hf-model-kylehessling1-qwopus-glm-18b-merged-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":14,"publicDownloadableFileCount":14,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":59206681850,"label":"55.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":29244,"upstreamStars":119,"label":"29K 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":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"14/14 repository files hosted"},{"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: KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","Scan: passed","Hosted files: 14/14 repository files hosted","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":[]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":0,"totalFiles":14},"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-kylehessling1-qwopus-glm-18b-merged-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":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T20:45:39.240Z","evidence_url":"/api/manifests/hf-model-kylehessling1-qwopus-glm-18b-merged-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-kylehessling1-qwopus-glm-18b-merged-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-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":"KyleHessling1/Qwopus-GLM-18B-Merged-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"14/14 repository files hosted"},{"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: KyleHessling1/Qwopus-GLM-18B-Merged-GGUF","Scan: passed","Hosted files: 14/14 repository files hosted","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":[]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":0,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/distribution"},"supportedClaims":["KyleHessling1/Qwopus-GLM-18B-Merged-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","KyleHessling1/Qwopus-GLM-18B-Merged-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","KyleHessling1/Qwopus-GLM-18B-Merged-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-kylehessling1-qwopus-glm-18b-merged-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-kylehessling1-qwopus-glm-18b-merged-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-kylehessling1-qwopus-glm-18b-merged-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."}}