{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T05:33:41.318Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-lightonai-qwen3-8b-sw","repo":"lightonai/Qwen3-8B-SW","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":16397447194,"readinessCheckedAt":"2026-10-29T04:52:15.613Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":16397447194,"readinessCheckedAt":"2026-10-29T04:52:15.613Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-lightonai-qwen3-8b-sw","owner":"lightonai","name":"Qwen3-8B-SW","repo":"lightonai/Qwen3-8B-SW","type":"llm","summary":"Model from Hugging Face for text generation: lightonai/Qwen3-8B-SW · 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":"baseModel","value":"Qwen/Qwen3-8B-Base"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3-8B-Base","field":"baseModel"}],"parameters":null,"size":{"bytes":16397448764,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"lightonai","sourceUrl":"https://huggingface.co/lightonai/Qwen3-8B-SW","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3","text-generation","multilingual","reasoning","llm","conversational","sw","dataset:lightonai/dolci-think-sft-32b-multilingual","arxiv:2605.26735","base_model:qwen/qwen3-8b-base","base_model:finetune:qwen/qwen3-8b-base","license:apache-2.0","text-generation-inference","endpoints_compatible","region:eu","lightonai/dolci-think-sft-32b-multilingual","qwen/qwen3-8b-base"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":"Qwen/Qwen3-8B-Base","derivedFrom":"Qwen/Qwen3-8B-Base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["lightonai/Dolci-Think-SFT-32B-Multilingual"],"paperIds":["2605.26735"],"repoType":"model","baseModel":"Qwen/Qwen3-8B-Base","languages":["sw"],"sourceUrl":"https://huggingface.co/lightonai/Qwen3-8B-SW","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model sw lightonai/dolci-think-sft-32b-multilingual qwen/qwen3-8b-base safetensors","semanticTerms":["text-generation","transformers","llm","model","sw","lightonai/dolci-think-sft-32b-multilingual","qwen/qwen3-8b-base","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":4250},{"lfs":false,"path":"config.json","sizeBytes":728},{"lfs":false,"path":"generation_config.json","sizeBytes":237},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4905356144},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4915960328},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4974672216},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1585528088},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32914},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":9606},{"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":16397448764,"sizeKnown":true,"sizeLabel":"15.3 GB","sizeReason":"","declaredSizeBytes":16397448764,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":51,"stars":0,"citations":0,"updatedAt":"2026-09-03T23:38:29.052Z","createdAt":"2026-06-30T04:24:13.288Z","version":"hf-main","upstream":{"gated":false,"repoId":"lightonai/Qwen3-8B-SW","private":false,"repoUrl":"https://huggingface.co/lightonai/Qwen3-8B-SW","disabled":false,"provider":"huggingface","repoType":"model","revision":"5d9e79f4b5ff99b8ebf2969c4a687fa38f3cbae2","fetchedAt":"2026-09-03T20:13:06.993Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T23:38:29.052Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":13,"mirroredBytes":16397447194,"mirroredFiles":13,"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_4b34dfeb4fc67984878b79ef0467b2e3da36223aa794aec3cf86306b66cb9478","artifactId":"hf-model-lightonai-qwen3-8b-sw","representationId":"rep-c137164db3138c724b0d71af4d2d5af6c0510497ab1f7aa2b7a4dd749ddd50ae","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c137164db3138c724b0d71af4d2d5af6c0510497ab1f7aa2b7a4dd749ddd50ae","artifactId":"hf-model-lightonai-qwen3-8b-sw","format":"safetensors","source":{"provider":"huggingface","identity":"lightonai/Qwen3-8B-SW","revision":"5d9e79f4b5ff99b8ebf2969c4a687fa38f3cbae2","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11343,"sha256":"sha256:832dd9e00a68dd83b3c3fb9f5588dad7dcf337a0db50f7d9483f310cd292e92e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a2976f70e96a30e1254c4c800d42e202ec5975c30da0e0cb77f2898d242cb429"},{"path":"README.md","role":"support","sizeBytes":4250,"sha256":"sha256:411bfbf494cae137eb3bb3e6204d7586c5513c51cfaa2c23b0d79fdcf82819c3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2049c82cac48f74cb37345e1cc7979fd75d13860535c287d5ec256fc4d95435e"},{"path":"config.json","role":"config","sizeBytes":728,"sha256":"sha256:f7c4eadfbbf522470667b797a3c89be2524832d2d599797248dc304fff447c30","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd22771299a4029a1b7366a40dcd4ee79befd5d6d2495ecf4d6acd03d54bb4db"},{"path":"generation_config.json","role":"config","sizeBytes":237,"sha256":"sha256:019eaf2f7bd70897b7a7290e711c9353f1b98a56f387406595207cf28817dbde","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5b34a8494be0759d760e11dd5922d5eeb07604a3cf47e5edc905abea3ce2550f"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3927a0b87078198b07a0076c329bc94bd85a04d009aa52a2db93c69011f6d8c8"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4905356144,"sha256":"sha256:bfb7616e6f62c3872c39bf9dc0a9dcdd2e59c2ef78f248b953c55e7c59c66229","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d93d4fb675a772a76c5704c973619c2b26b17ab6892ee42dc489f958422ea9eb"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4915960328,"sha256":"sha256:c617367e2fad9dc25ce3c4f387e5f6b5034ca07822344476257f1b32a99b7faf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fbb7bbb3dbcd2c5cb3d7e13b56693a25d86698cb79a7b1a346e7f8cb29a718de"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4974672216,"sha256":"sha256:49a81a85605e56f9465ef3b75ac93ab86cb374d1978f1380063ce0f67b7dccd2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a7b5ce20aa1e27e598d9d949ec7d4561d0a9a4d9e516b56c65fe07d8ca78978d"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1585528088,"sha256":"sha256:c70e2b8bb61efbd029eee5a4aa0363778d043a4dd8e33d3739f2ef74ac641a67","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6f33a8e85cb1eacd3a4228f5f4bf1b21f14c95082ac2f50dcb78d46947d63ec0"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32914,"sha256":"sha256:98eb77e75724e1708a32fa1accfecc39db15cf27007a058a13250b55c1232ded","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9e70ba0aaf8a0b4db11abcf75bc7c1d6310356f431ccba78ee88056e813cd444"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60ce8da266111fbcf7dcb720d9f10e7f88541dd28b1390c1bd4d46ae41cbd7a9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9606,"sha256":"sha256:422d9465c438b55b2c6f57baeb309e8b8ac81e08ee1721a8ae44be099f5058de","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:54d5ca6a9a0a4986be8471cce531d8e488b479f211975c40b42ebf90d2327b0f"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:de295d889bbf73f5d18d8db240ced59e4b897e46bb0ca26a779a88e91c1803ec"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:4fd1f7a3987ee4fc73afebdc5850cef939f4e1cd2f96ddf561e34dab3449ceae","representationDigest":"sha256:8c79ad19545c676b25aee04a28030f6ad08a4fe2662892ca54a7d29af14c6a9e","evidenceSnapshotDigest":"sha256:b576209c6c9aaa105b58b16635facb72d838892b4ea7aa8eb8688d3c5a0fcea9","evaluatedAt":"2026-09-03T23:38:29.511Z","authorityVersion":"sha256:44d41517c1bef94f4b23857e2ce9b2ca0ab2bc97c5aafb2091e033719219b299","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":13,"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":"2026-10-29T04:52:15.613Z","evidence_url":"/api/manifests/hf-model-lightonai-qwen3-8b-sw"}},"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":13,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16397448764,"label":"15.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":51,"upstreamStars":0,"label":"51 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":"lightonai/Qwen3-8B-SW"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/14 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":["License: apache-2.0","Provenance: lightonai/Qwen3-8B-SW","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 13/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":1,"totalFiles":14},"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-lightonai-qwen3-8b-sw/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"lightonai/Qwen3-8B-SW"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T04:52:15.613Z","evidence_url":"/api/manifests/hf-model-lightonai-qwen3-8b-sw"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-lightonai-qwen3-8b-sw/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-lightonai-qwen3-8b-sw","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/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":"lightonai/Qwen3-8B-SW"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/14 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":["License: apache-2.0","Provenance: lightonai/Qwen3-8B-SW","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 13/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":1,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-lightonai-qwen3-8b-sw/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-lightonai-qwen3-8b-sw","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/distribution"},"supportedClaims":["lightonai/Qwen3-8B-SW has 0 self-reported, unqualified Hugging Bay community reviews.","lightonai/Qwen3-8B-SW has 0 self-reported run claims; none qualify verification during limited availability.","lightonai/Qwen3-8B-SW 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-lightonai-qwen3-8b-sw/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-lightonai-qwen3-8b-sw"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-lightonai-qwen3-8b-sw/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."}}