{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T06:32:14.862Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps","repo":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":6408971433,"readinessCheckedAt":"2026-11-02T05:57:06.236Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":6408971433,"readinessCheckedAt":"2026-11-02T05:57:06.236Z","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."},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps","owner":"ISTA-DASLab","name":"Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","repo":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","type":"llm","summary":"Model from Hugging Face for text generation: ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps · 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":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":6413426863,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ISTA-DASLab","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","qwen3","text-generation","conversational","arxiv:1910.09700","text-generation-inference","endpoints_compatible","8-bit","fp_quant","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["1910.09700"],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":5174},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4168},{"lfs":false,"path":"config.json","sizeBytes":1860},{"lfs":false,"path":"generation_config.json","sizeBytes":148},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4987518888},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1409866960},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":150031},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5404},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"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":6413426863,"sizeKnown":true,"sizeLabel":"6.0 GB","sizeReason":"","declaredSizeBytes":6413426863,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":11,"stars":0,"citations":0,"updatedAt":"2026-09-19T19:04:32.714Z","createdAt":"2026-09-19T18:47:11.366Z","version":"hf-main","upstream":{"gated":false,"repoId":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"dcb51e08d8a432aff23e2e43aad86bdc87b2b089","fetchedAt":"2026-09-19T18:47:11.360Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-19T19:04:32.714Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":10,"mirroredBytes":6408971433,"mirroredFiles":10,"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_e459d682bb72f32a0b242c3ff7426c1e7d15c33102e87dbabd786920db3626d2","artifactId":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps","representationId":"rep-9c44f415344678c75ff30783325b7f303abf5c880b42d975cc59ad71aa1dae59","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9c44f415344678c75ff30783325b7f303abf5c880b42d975cc59ad71aa1dae59","artifactId":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps","format":"safetensors","source":{"provider":"huggingface","identity":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","revision":"dcb51e08d8a432aff23e2e43aad86bdc87b2b089","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7ffebba023b0d4a24ec0935ff9069e02e8ef8d241d1978ab67c4700aa691f44a"},{"path":"chat_template.jinja","role":"template","sizeBytes":4168,"sha256":"sha256:a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea12272340eacd202e02fed801e2cb5849edae3326f028ed0370eb46d61cdd54"},{"path":"config.json","role":"config","sizeBytes":1860,"sha256":"sha256:510af2471161d3d36faa8ade3bf4b6dbc48bbe3a5731cd1f00ab70f40cac8d4b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:952d5ff39999bb95187adf2414af964dd01b846a9c699fd83abbc2d358861160"},{"path":"generation_config.json","role":"config","sizeBytes":148,"sha256":"sha256:a4a1eaa5f70214d43052c35c252f9df6dae9e5cf6bf586d85bf2f09878470508","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0457f534bb69e4f2281d026671b816ed4ec0c7fbb6085aff0f92e71a2a18cd34"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4987518888,"sha256":"sha256:7a122899eab4806ec47106f61acb3455bb20bec67663cc2c39bde9e88c2a2cd7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9525928eca1ea69f31c0bcf4c63a99ab9331d03126d17ada5df7294fda6dcab1"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":1409866960,"sha256":"sha256:6047da62a04047fdc2734c3fbb16e99f566c8540313aedc9f279aad9bacbc993","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0907d766cb459962ad8768b4c650be514313bd1113e33d2e43ee64db63b980a3"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":150031,"sha256":"sha256:647fb980df4f7036005f50a9acac0411b22d8b2ee946f3767c6ce638e58375cb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f6a2edc318d32a56acb0abccd15d286ffd7a3f1baf5f2d6f01864bf032449981"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2384a83b9118fcfc746f618a7e3e85b649ebd961dfbe9e981355ba65ef6f23b7"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c0880a33352a19adfd8990b5e340e79f104d20d3a533b15d4ae3554ceaf66f05"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5404,"sha256":"sha256:443bfa629eb16387a12edbf92a76f6a6f10b2af3b53d87ba1550adfcf45f7fa0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d34fd23a9a743cff19f7113cffcad25cbfa0ecf91931ba33d0015bd69b262e4c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d7ff9fbb5aaaddfa9f94b14cf9a69efbbb2110fcb89dd2f04bacf6188deb467d","representationDigest":"sha256:6a8c1a189cf42c3b8deeb8d37d1587089a203ad8e6418f3f9d803b968d0061fd","evidenceSnapshotDigest":"sha256:e7bbddf171ee3144754ae34fc38d57caaa67f1f28797dbd527eb57d82c7c57cf","evaluatedAt":"2026-09-19T19:04:33.846Z","authorityVersion":"sha256:a1387cf1ebe20dbc90fc192ce26791875638fca815522fa73595bc683b485a82","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"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":"2026-11-02T05:57:06.236Z","evidence_url":"/api/manifests/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps"}},"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":10,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6413426863,"label":"6.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":11,"upstreamStars":0,"label":"11 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/14 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","Hosted files: 10/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":4,"totalFiles":14},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T05:57:06.236Z","evidence_url":"/api/manifests/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps"},"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-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/14 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps","Hosted files: 10/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":4,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/distribution"},"supportedClaims":["ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps has 0 self-reported, unqualified Hugging Bay community reviews.","ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps has 0 self-reported run claims; none qualify verification during limited availability.","ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps 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-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-1400steps/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."}}