{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T15:32:15.302Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-quwan-quwan-ktian-8b-0922","repo":"Quwan/quwan-ktian-8b-0922","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":16397445551,"readinessCheckedAt":"2026-11-01T12:54:32.744Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":16397445551,"readinessCheckedAt":"2026-11-01T12:54:32.744Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-quwan-quwan-ktian-8b-0922","owner":"Quwan","name":"quwan-ktian-8b-0922","repo":"Quwan/quwan-ktian-8b-0922","type":"llm","summary":"Model from Hugging Face for text generation: Quwan/quwan-ktian-8b-0922 · 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":"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":16397924330,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Quwan","sourceUrl":"https://huggingface.co/Quwan/quwan-ktian-8b-0922","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3","text-generation","conversational","base_model:qwen/qwen3-8b","base_model:finetune:qwen/qwen3-8b","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","png","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Quwan/quwan-ktian-8b-0922","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","license_link","pipeline_tag"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1612},{"lfs":false,"path":"LICENSE","sizeBytes":10341},{"lfs":false,"path":"README.md","sizeBytes":3598},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2631},{"lfs":false,"path":"config.json","sizeBytes":730},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":true,"path":"images/quwan-ktian-8b-0922.png","sizeBytes":477167},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4902257696},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4915960368},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4983068496},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1580230264},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32878},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422821},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5508},{"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":16397924330,"sizeKnown":true,"sizeLabel":"15.3 GB","sizeReason":"","declaredSizeBytes":16397924330,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":277,"stars":0,"citations":0,"updatedAt":"2026-08-30T17:43:58.522Z","createdAt":"2026-06-30T02:26:50.520Z","version":"hf-main","upstream":{"gated":false,"repoId":"Quwan/quwan-ktian-8b-0922","private":false,"repoUrl":"https://huggingface.co/Quwan/quwan-ktian-8b-0922","disabled":false,"provider":"huggingface","repoType":"model","revision":"7d9d28b0fb837894077974de9812bb2adb635b34","fetchedAt":"2026-08-30T11:12:38.326Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-30T17:43:58.522Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":16,"mirroredBytes":16397445551,"mirroredFiles":16,"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_12b809544b675e5287a1879b7f0f291da3aa10e2ad42e2ed132649c7e9d9d198","artifactId":"hf-model-quwan-quwan-ktian-8b-0922","representationId":"rep-6996243d469a98a309ec38e92f6624ab1a7951d9c95f1d1abb72e99230463b24","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-6996243d469a98a309ec38e92f6624ab1a7951d9c95f1d1abb72e99230463b24","artifactId":"hf-model-quwan-quwan-ktian-8b-0922","format":"safetensors","source":{"provider":"huggingface","identity":"Quwan/quwan-ktian-8b-0922","revision":"7d9d28b0fb837894077974de9812bb2adb635b34","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":10341,"sha256":"sha256:70c20b8df9effe4ee541bdc29736bc57b4a62125d3580739b5ce2500cfc52520","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:64a8b97d14ac50b570ac5eccdf770f8726023c6074e5d171403f93d66a196336"},{"path":"README.md","role":"support","sizeBytes":3598,"sha256":"sha256:227a3b1a80c2fe66ac9250e6a6cf6c0cb7332da34e2467d6dc139b13a6557d7a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5d3ae16ba1f3f041ebb106574a29101342c453d01390613d1e2ae91ee385efbd"},{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:91ca996d96d4bf5ab2dea4fc9ebbffe9b1f08e97a22d4e470e3ade22582f6bc5"},{"path":"chat_template.jinja","role":"template","sizeBytes":2631,"sha256":"sha256:51f190aff3530ef8bdb2aad9fc1cf4afb49a6d1506a458af41e6d247b587bc34","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9ffb656bed26f995880507d3a528df9c811b7bc028f12f54ff44296ed5f96162"},{"path":"config.json","role":"config","sizeBytes":730,"sha256":"sha256:fd6960aa32cc2650d753b6f4403f83acc9e656fd771e8f392b9e9716133a3301","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f8ea946126b052b843811084dc759e3d4d345620f63fedd035990df0c067db16"},{"path":"generation_config.json","role":"config","sizeBytes":214,"sha256":"sha256:c6741092dbb2c121660dc0e2ae0c49c6ce17bb2753cf34ef011cfe328a8c7e62","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a35632207f4364cccd8bcbd753ca29794f6e417a2033efd684fc54b0478ba7b4"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1b79fd63cb22013d68801ca76991cd7e000983cac1d26945b94555afce6da561"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4902257696,"sha256":"sha256:8c48de5915bb3a352e29286f67de8ae93bde156dfb8416d29c1053009400fe50","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5f9b264bdab8f60c0938ae25e05ceec6808cdab8e3bd62960fac562cd5505c0f"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4915960368,"sha256":"sha256:e6ef5704d8e107bb28e9d89a2acc458523b55f4d519d88573f4290b590ceec2a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9a8e91b34d50bd3e41f78d9bad9a43dc5e196ca27daca08d46e06aa0fda6fa5f"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4983068496,"sha256":"sha256:d84de219ec7cbd276a74eb4353867127635fbcf7b88f1b8c850490b57e125175","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9ea6fb69c3d734e719d660b9d540227212b5752c7ca26ab6445347e240691972"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1580230264,"sha256":"sha256:d7801b258a61a289de0d75d543b4b118baf1a15896a70fbaa5f7a192354acddd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:47572240f72e8aa3e2c322639bf2dff2a864102115c95a61940dbbb8ffc84a02"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32878,"sha256":"sha256:3649bb967710edc0f995e3839a363a069482a1688216f87745248966751d0221","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:815a29c6bd914c698d3ce89c44b4587a8d5e9d2266a5cfddd15b1c1230435563"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:97b9b34a24f2b2856d76e5d24f45828e65dca1affeaecf960b41473385b8e8b8"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422821,"sha256":"sha256:67cc0080ffd7555f723f423c27cfef314e1ad9d335c8b79f465c5faba1ed478b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:75c5bb341cdb5b25c91ebd74c988ea356b654aeb2b60b5a14f13ed649a4e41f0"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5508,"sha256":"sha256:323bb96844f52d9c52d6c056b2561142851ea16b582e575f68779b3769a0eace","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4cc828fab489c4cc0f3e94abf12ee0da205cc1796a004c2f57fe007ff2d48028"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:04a3beaa79cca1fb4ba3938feca504914516ede7fcd82646623bf0032374688f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:ea5c69f84f8d25dd2f954ae5b1f57f6476c46a2ef4d48d768476236fb4773eef","representationDigest":"sha256:ad1d3df2122ace6e994e33fae9b7c02bb3a99bc4202b44ec1d4fb1687374798d","evidenceSnapshotDigest":"sha256:ee854c9c39625f288dbea5de9b849056f52b40247c3b305b8d442f25f9d2abc7","evaluatedAt":"2026-08-30T17:43:58.919Z","authorityVersion":"sha256:4cf7a2555153bcb54120a336efec57fdc437791f0a323ac532cedf37d7559cb1","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":16,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":18,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:54:32.744Z","evidence_url":"/api/manifests/hf-model-quwan-quwan-ktian-8b-0922"}},"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":18,"publicDownloadableFileCount":16,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16397924330,"label":"15.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":277,"upstreamStars":0,"label":"277 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":"Quwan/quwan-ktian-8b-0922"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"16/18 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: apache-2.0","Provenance: Quwan/quwan-ktian-8b-0922","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 16/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":16,"externalFiles":2,"totalFiles":18},"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-quwan-quwan-ktian-8b-0922/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Quwan/quwan-ktian-8b-0922"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:54:32.744Z","evidence_url":"/api/manifests/hf-model-quwan-quwan-ktian-8b-0922"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-quwan-quwan-ktian-8b-0922/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quwan-quwan-ktian-8b-0922","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/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":"Quwan/quwan-ktian-8b-0922"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"16/18 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: apache-2.0","Provenance: Quwan/quwan-ktian-8b-0922","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 16/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":16,"externalFiles":2,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-quwan-quwan-ktian-8b-0922/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-quwan-quwan-ktian-8b-0922","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/distribution"},"supportedClaims":["Quwan/quwan-ktian-8b-0922 has 0 self-reported, unqualified Hugging Bay community reviews.","Quwan/quwan-ktian-8b-0922 has 0 self-reported run claims; none qualify verification during limited availability.","Quwan/quwan-ktian-8b-0922 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-quwan-quwan-ktian-8b-0922/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quwan-quwan-ktian-8b-0922"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-quwan-quwan-ktian-8b-0922/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."}}