{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T10:06:45.368Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf","repo":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":16946912128,"readinessCheckedAt":"2026-10-29T09:56:49.143Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":16946912128,"readinessCheckedAt":"2026-10-29T09:56:49.143Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf","owner":"smthem","name":"TwinFlow-Qwen-Image-v1.0-diffusers-gguf","repo":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","type":"llm","summary":"Model from Hugging Face for llm: smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf · unknown","cardDescription":"An AI model with files and technical details to explore.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":100399476436,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"smthem","sourceUrl":"https://huggingface.co/smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","mit","gguf","arxiv:2512.05150","arxiv:2505.07447","license:mit","region:us","unknown","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","gguf","png"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2512.05150","2505.07447"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["license"],"semanticText":"unknown llm model gguf","semanticTerms":["unknown","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2405},{"lfs":false,"path":"README.md","sizeBytes":1055},{"lfs":true,"path":"TwinFlow-Qwen-Image-diffusers-BF16.gguf","sizeBytes":40892587040},{"lfs":true,"path":"TwinFlow-Qwen-Image-diffusers-fix-Q6_K.gguf","sizeBytes":16946912128},{"lfs":true,"path":"TwinFlow-Qwen-Image-diffusers-fix-Q8_0.gguf","sizeBytes":21883739008},{"lfs":true,"path":"TwinFlow-Qwen-Image-fix-Q3_K_S.gguf","sizeBytes":8984288128},{"lfs":true,"path":"TwinFlow-Qwen-Image-fix-Q4_K_S.gguf","sizeBytes":11691580288},{"lfs":true,"path":"example.png","sizeBytes":366384}],"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":100399476436,"sizeKnown":true,"sizeLabel":"93.5 GB","sizeReason":"","declaredSizeBytes":100399476436,"defaultDownloadBytes":16946912128,"mirrorCount":1,"downloadCount":342,"stars":13,"citations":0,"updatedAt":"2026-09-26T19:46:27.941Z","createdAt":"2026-06-30T02:24:19.705Z","version":"hf-main","upstream":{"gated":false,"repoId":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","private":false,"repoUrl":"https://huggingface.co/smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","disabled":false,"provider":"huggingface","repoType":"model","revision":"356a688ac544de1f0af1884c19cf1a2c100a79da","fetchedAt":"2026-09-26T19:13:00.495Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-26T19:46:27.941Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":1,"mirroredBytes":16946912128,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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_ab280d5ef53c15bc727582bfafde023955b705cafe7f1bb58161f78515b2939d","artifactId":"hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf","representationId":"rep-cd78d59cdd2a910d3a3c234ac6948cb897defa44dccaab8a54693482acde68f0","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-cd78d59cdd2a910d3a3c234ac6948cb897defa44dccaab8a54693482acde68f0","artifactId":"hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf","format":"gguf","source":{"provider":"huggingface","identity":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","revision":"356a688ac544de1f0af1884c19cf1a2c100a79da","immutable":true},"files":[{"path":"TwinFlow-Qwen-Image-diffusers-fix-Q6_K.gguf","role":"weight","sizeBytes":16946912128,"sha256":"sha256:c95a434253f6b754d1da199639098503fd7d8287c38810bb6328fe688d1b04f5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:928f5117017c84591d20e75585ef282193cfad0ed631f4625917b9922b7d05fd"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6c5b190ae4ea2200904e69c95c286c5e236bf6370f4bafb9cc627a248b4b56d9","representationDigest":"sha256:361f2741d45a836304a4275428ba03d082cefce546b27bb48d34b91f204d72df","evidenceSnapshotDigest":"sha256:bb7cae904497907f28b01c986f843f23cdced6f29ae4819bcecbf8452b5d1191","evaluatedAt":"2026-09-26T19:46:28.082Z","authorityVersion":"sha256:65d66f54c3dc8ebe87d262fd1c6331724ad4c9015895f21b0a7dea8859d41669","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":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:56:49.143Z","evidence_url":"/api/manifests/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-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":"hosted","hosted":true,"fileCount":8,"publicDownloadableFileCount":1,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":100399476436,"label":"93.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":342,"upstreamStars":13,"label":"342 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":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/8 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: smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":7,"totalFiles":8},"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-smthem-twinflow-qwen-image-v1-0-diffusers-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":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:56:49.143Z","evidence_url":"/api/manifests/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-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":"smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/8 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: smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":7,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/distribution"},"supportedClaims":["smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf has 0 self-reported, unqualified Hugging Bay community reviews.","smthem/TwinFlow-Qwen-Image-v1.0-diffusers-gguf has 0 self-reported run claims; none qualify verification during limited availability.","smthem/TwinFlow-Qwen-Image-v1.0-diffusers-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-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-smthem-twinflow-qwen-image-v1-0-diffusers-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."}}