{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T15:36:02.633Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tongyi-mai-z-image-turbo","repo":"Tongyi-MAI/Z-Image-Turbo","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":24719387008,"readinessCheckedAt":"2026-11-01T13:48:11.223Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":24719387008,"readinessCheckedAt":"2026-11-01T13:48:11.223Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-tongyi-mai-z-image-turbo","owner":"Tongyi-MAI","name":"Z-Image-Turbo","repo":"Tongyi-MAI/Z-Image-Turbo","type":"vision","summary":"Model from Hugging Face for text to image: Tongyi-MAI/Z-Image-Turbo · diffusers","cardDescription":"Generates images from a text prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating images from text.","confidence":"medium","task":"text-to-image","audience":null,"basis":"recorded-metadata","rules":["task:text-to-image"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-to-image"},{"field":"cardMetadata.pipelineTag","value":"text-to-image"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":32899667397,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Tongyi-MAI","sourceUrl":"https://huggingface.co/Tongyi-MAI/Z-Image-Turbo","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","diffusers","safetensors","text-to-image","en","arxiv:2511.22699","arxiv:2511.22677","arxiv:2511.13649","license:apache-2.0","diffusers:zimagepipeline","deploy:azure","region:us","vision"],"task":"text-to-image","modality":"vision","framework":"diffusers","formats":["gitattributes","md","webp","pdf","png","jpg","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2511.22699","2511.22677","2511.13649"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/Tongyi-MAI/Z-Image-Turbo","evalResults":[],"libraryName":"diffusers","pipelineTag":"text-to-image","cardDataKeys":["language","library_name","license","pipeline_tag"],"semanticText":"text-to-image diffusers vision model en safetensors diffusers:zimagepipeline","semanticTerms":["text-to-image","diffusers","vision","model","en","safetensors","diffusers:zimagepipeline"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"assets/DMDR.webp","sizeBytes":0},{"lfs":false,"path":"assets/Z-Image-Gallery.pdf","sizeBytes":0},{"lfs":false,"path":"assets/architecture.webp","sizeBytes":0},{"lfs":false,"path":"assets/decoupled-dmd.webp","sizeBytes":0},{"lfs":false,"path":"assets/leaderboard.png","sizeBytes":0},{"lfs":false,"path":"assets/leaderboard.webp","sizeBytes":0},{"lfs":false,"path":"assets/reasoning.png","sizeBytes":0},{"lfs":false,"path":"assets/showcase.jpg","sizeBytes":0},{"lfs":false,"path":"assets/showcase_editing.png","sizeBytes":0},{"lfs":false,"path":"assets/showcase_realistic.png","sizeBytes":0},{"lfs":false,"path":"assets/showcase_rendering.png","sizeBytes":0},{"lfs":false,"path":"model_index.json","sizeBytes":0},{"lfs":false,"path":"scheduler/scheduler_config.json","sizeBytes":0},{"lfs":false,"path":"text_encoder/config.json","sizeBytes":0},{"lfs":false,"path":"text_encoder/generation_config.json","sizeBytes":0},{"lfs":false,"path":"text_encoder/model-00001-of-00003.safetensors","sizeBytes":0},{"lfs":false,"path":"text_encoder/model-00002-of-00003.safetensors","sizeBytes":0},{"lfs":false,"path":"text_encoder/model-00003-of-00003.safetensors","sizeBytes":0},{"lfs":false,"path":"text_encoder/model.safetensors.index.json","sizeBytes":0},{"lfs":false,"path":"tokenizer/merges.txt","sizeBytes":0},{"lfs":false,"path":"tokenizer/tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer/tokenizer_config.json","sizeBytes":0}],"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":32899667397,"sizeKnown":true,"sizeLabel":"30.6 GB","sizeReason":"","declaredSizeBytes":32899667397,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":887412,"stars":5455,"citations":0,"updatedAt":"2026-01-30T16:58:07.000Z","createdAt":"2026-06-29T22:20:17.917Z","version":"hf-mirror-f332072","upstream":{"gated":false,"repoId":"Tongyi-MAI/Z-Image-Turbo","private":false,"repoUrl":"https://huggingface.co/Tongyi-MAI/Z-Image-Turbo","disabled":false,"provider":"huggingface","repoType":"model","revision":"f332072aa78be7aecdf3ee76d5c247082da564a6","fetchedAt":"2026-10-13T03:09:18.767Z","importMode":"mirrored-release","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","approvedAt":"2026-07-06T19:35:59.095Z","approvedBy":"configured-admin","mirroredAt":"2026-07-06T19:35:59.095Z","mirroredBytes":24719387008,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"hostedFiles":9,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":false,"current":false,"state":"unknown","reason":"recorded-snapshot-missing","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","manifestFinal":false,"downloadable":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":0,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":26,"scope":"recorded-postgres-snapshot-unavailable"},"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":26,"publicDownloadableFileCount":9,"externalFileCount":26,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":32899667397,"label":"30.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":887412,"upstreamStars":5455,"label":"887K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Tongyi-MAI/Z-Image-Turbo"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/26 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Tongyi-MAI/Z-Image-Turbo","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":17,"totalFiles":26},"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-tongyi-mai-z-image-turbo/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2187,"format":"gitattributes","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":13684,"format":"md","risk":"low","downloadPolicy":"local","sourceKind":"external-hf"},{"path":"assets/DMDR.webp","sizeBytes":172966,"format":"webp","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/Z-Image-Gallery.pdf","sizeBytes":15767436,"format":"pdf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/architecture.webp","sizeBytes":422392,"format":"webp","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Tongyi-MAI/Z-Image-Turbo"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T13:48:11.223Z","evidence_url":"/api/manifests/hf-model-tongyi-mai-z-image-turbo"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-tongyi-mai-z-image-turbo/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tongyi-mai-z-image-turbo","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/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-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Tongyi-MAI/Z-Image-Turbo"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/26 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Tongyi-MAI/Z-Image-Turbo","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":17,"totalFiles":26},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tongyi-mai-z-image-turbo/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tongyi-mai-z-image-turbo","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/distribution"},"supportedClaims":["Tongyi-MAI/Z-Image-Turbo has 0 self-reported, unqualified Hugging Bay community reviews.","Tongyi-MAI/Z-Image-Turbo has 0 self-reported run claims; none qualify verification during limited availability.","Tongyi-MAI/Z-Image-Turbo 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-tongyi-mai-z-image-turbo/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tongyi-mai-z-image-turbo"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tongyi-mai-z-image-turbo/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."}}