{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T22:48:44.592Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps","repo":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":6408971433,"readinessCheckedAt":"2026-11-01T21:19:18.714Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":6408971433,"readinessCheckedAt":"2026-11-01T21:19:18.714Z","readinessSource":"file-check","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps","owner":"ISTA-DASLab","name":"Qwen3-8B-FPQuant-QAT-NVFP4-200steps","repo":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps","type":"llm","summary":"Model from Hugging Face for text generation: ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps · 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":10,"stars":0,"citations":0,"updatedAt":"2026-09-19T19:26:43.733Z","createdAt":"2026-09-19T19:11:01.428Z","version":"hf-main","upstream":{"gated":false,"repoId":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"79828c70b9fdcd8f52c2119a27f1659262c92ef9","fetchedAt":"2026-09-19T19:11:01.422Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T19:26:43.733Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":10,"mirroredBytes":6408971433,"mirroredFiles":10,"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_1b873a7260f6166a6fd9ce7b8bcbfa747ccd77fec7090f227043cb9850ddab0d","artifactId":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps","representationId":"rep-f00b40551b707111b1e5f5537461b70d7c87bd6f0d8d98d8c1292f36b4a95cf9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f00b40551b707111b1e5f5537461b70d7c87bd6f0d8d98d8c1292f36b4a95cf9","artifactId":"hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps","format":"safetensors","source":{"provider":"huggingface","identity":"ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps","revision":"79828c70b9fdcd8f52c2119a27f1659262c92ef9","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5fde1b958b5f60a86b5e1f852fe7664b42586d8ba7a902df9a27b9fa4c29f6ac"},{"path":"chat_template.jinja","role":"template","sizeBytes":4168,"sha256":"sha256:a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:26d0174016d70c01334307340ded2bd3eed682fbf5b3df5c4b5e56ba37f7feff"},{"path":"config.json","role":"config","sizeBytes":1860,"sha256":"sha256:510af2471161d3d36faa8ade3bf4b6dbc48bbe3a5731cd1f00ab70f40cac8d4b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c151e869bd27fd4aed599e0f821b2a388e6478f03201167f9dae6edbea6ccf10"},{"path":"generation_config.json","role":"config","sizeBytes":148,"sha256":"sha256:a4a1eaa5f70214d43052c35c252f9df6dae9e5cf6bf586d85bf2f09878470508","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:09492533f337a2a73ddda65905d595e737c73a4fbd23c2bd056e603889997ce9"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4987518888,"sha256":"sha256:1c341be715d325670b8dc50ccad49cbbaa9aa0242240e4fbd5c578169b9b70bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7a2dbbd7925b5ee0a705afcd30a8b97dd9cdbfa9c46a1af7735949efd5dfa4e6"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":1409866960,"sha256":"sha256:5c2c3bc51f56d2059b6bdfdd640894847a2ebe6b06c5825e7f6b02c05f6d5c5e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:def737fea740cf837084e2e08896ac21c835d098973c7fd230e234a5b3716af8"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":150031,"sha256":"sha256:647fb980df4f7036005f50a9acac0411b22d8b2ee946f3767c6ce638e58375cb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bef303d52f2cbbe2e082122e325bfa0157c651caf6effd8936f4a3300a129d7e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e27dbc90111ae1f7d87515b56f32d89ae2129937a973a5924534099dc5aeb40a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:42674cb651116b3ea6f090890b344de2fbdf9c9bffd5843023d306b8948587bc"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5404,"sha256":"sha256:443bfa629eb16387a12edbf92a76f6a6f10b2af3b53d87ba1550adfcf45f7fa0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fcb15b9b4e406dfc4533297e62ddbd351120988756eeac65bea76144c9ff1db9"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d32111b2568e2a7929c3fd6ebb898898e98e5fb2c70727b9406399993d3fd7dc","representationDigest":"sha256:145265e2578a542e0b90b49c8283e94cfcca30699ff13ad0aac2c2b2ae8504d7","evidenceSnapshotDigest":"sha256:02e3dcac4f8334183c02732bc47fdd71312f952b0d79fbd9b1635adb4910999b","evaluatedAt":"2026-09-19T19:26:53.354Z","authorityVersion":"sha256:b54de8e9cfdc662f0c04b55618e647a1e2160bc1f5550dbc207afc5da11c8556","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":"2026-11-01T21:19:18.714Z","evidence_url":"/api/manifests/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps"}},"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":14,"publicDownloadableFileCount":10,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6413426863,"label":"6.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":10,"upstreamStars":0,"label":"10 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-NVFP4-200steps"},{"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-NVFP4-200steps","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-nvfp4-200steps/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-NVFP4-200steps"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T21:19:18.714Z","evidence_url":"/api/manifests/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/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-NVFP4-200steps"},{"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-NVFP4-200steps","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-nvfp4-200steps/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/distribution"},"supportedClaims":["ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps has 0 self-reported, unqualified Hugging Bay community reviews.","ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps has 0 self-reported run claims; none qualify verification during limited availability.","ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps 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-nvfp4-200steps/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-qwen3-8b-fpquant-qat-nvfp4-200steps/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."}}