{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T01:57:32.222Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-thinkwee-nover1-qwen3-4b","repo":"thinkwee/NOVER1-Qwen3-4B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":8834362591,"readinessCheckedAt":"2026-10-29T01:06:34.694Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":8834362591,"readinessCheckedAt":"2026-10-29T01:06:34.694Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-thinkwee-nover1-qwen3-4b","owner":"thinkwee","name":"NOVER1-Qwen3-4B","repo":"thinkwee/NOVER1-Qwen3-4B","type":"llm","summary":"Model from Hugging Face for question answering: thinkwee/NOVER1-Qwen3-4B · transformers","cardDescription":"Answers questions using supplied text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"low","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3-4B-Instruct-2507"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3-4B-Instruct-2507","field":"baseModel"}],"parameters":null,"size":{"bytes":8838816953,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"thinkwee","sourceUrl":"https://huggingface.co/thinkwee/NOVER1-Qwen3-4B","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","nover","reasoning","rlvr","lrm","general_reasoning","verifier_free","question-answering","en","dataset:thinkwee/novereason_5k","arxiv:2505.16022","base_model:qwen/qwen3-4b-instruct-2507","base_model:finetune:qwen/qwen3-4b-instruct-2507","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","txt","safetensors"],"baseModel":"Qwen/Qwen3-4B-Instruct-2507","derivedFrom":"Qwen/Qwen3-4B-Instruct-2507","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy"],"datasets":["thinkwee/NOVEReason_5k"],"paperIds":["2505.16022"],"repoType":"model","baseModel":"Qwen/Qwen3-4B-Instruct-2507","languages":["en"],"sourceUrl":"https://huggingface.co/thinkwee/NOVER1-Qwen3-4B","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model en thinkwee/novereason_5k accuracy qwen/qwen3-4b-instruct-2507 safetensors base_model:qwen/qwen3-4b-instruct-2507 base_model:finetune:qwen/qwen3-4b-instruct-2507","semanticTerms":["question-answering","transformers","llm","model","en","thinkwee/novereason_5k","accuracy","qwen/qwen3-4b-instruct-2507","safetensors","base_model:qwen/qwen3-4b-instruct-2507","base_model:finetune:qwen/qwen3-4b-instruct-2507"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":4106},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4040},{"lfs":false,"path":"config.json","sizeBytes":1543},{"lfs":false,"path":"generation_config.json","sizeBytes":213},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4967215360},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":3855679144},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32913},{"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":8838816953,"sizeKnown":true,"sizeLabel":"8.2 GB","sizeReason":"","declaredSizeBytes":8838816953,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":29,"stars":3,"citations":0,"updatedAt":"2026-09-25T05:55:06.153Z","createdAt":"2026-09-25T05:38:45.068Z","version":"hf-main","upstream":{"gated":false,"repoId":"thinkwee/NOVER1-Qwen3-4B","private":false,"repoUrl":"https://huggingface.co/thinkwee/NOVER1-Qwen3-4B","disabled":false,"provider":"huggingface","repoType":"model","revision":"37b597fe31ebe6d1c0c0bbb0d42a66dbbd7aaa3e","fetchedAt":"2026-09-25T05:38:45.066Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T05:55:06.153Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":10,"mirroredBytes":8834362591,"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_3363f82a28d5dcacd570627761d3bfbd64c62deb2f42e220ee8d5a7a5a4e97fe","artifactId":"hf-model-thinkwee-nover1-qwen3-4b","representationId":"rep-983073260e48585042ca5e7341327fd8fbc236c1f1a25fbc4eb0717aa6f78bf9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-983073260e48585042ca5e7341327fd8fbc236c1f1a25fbc4eb0717aa6f78bf9","artifactId":"hf-model-thinkwee-nover1-qwen3-4b","format":"safetensors","source":{"provider":"huggingface","identity":"thinkwee/NOVER1-Qwen3-4B","revision":"37b597fe31ebe6d1c0c0bbb0d42a66dbbd7aaa3e","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b2c63308969cbba3eba4d598cfda34bf3d2158240bad6514b9493f375b66d6fb"},{"path":"chat_template.jinja","role":"template","sizeBytes":4040,"sha256":"sha256:40c21f34cf67d8c760ef72f8ad3ae5afad514299d4b06e91dd9a8d705af7b541","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b48251d3905690b039e4e85c5bb282a91b565c8c5e10d946398c7be4efb0d649"},{"path":"config.json","role":"config","sizeBytes":1543,"sha256":"sha256:2c6445de0328ec4f94df26122f58f094f083903057189614ce267d39c41565d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:399b4f886e49a08aa06d05416483fd6274ae3bf080c63552aac39ba56493ef0a"},{"path":"generation_config.json","role":"config","sizeBytes":213,"sha256":"sha256:39a3d41a4928eeaea7a389c38e6ffe5d4da3aa12546e969cff591942231823fd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d55074f93273c3493150bb0f220d7e474f13e20cabf927ab7b9ce5d149b5d54f"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4967215360,"sha256":"sha256:ec7016f7fe39eae096d5bf4f4354b36b73dfe6024379fa5bf88aba426f84b24a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0bd5f46cbd2f5dcf619054cd451b19dc01aa0651feee0ab99b98d9dfea7d5aca"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":3855679144,"sha256":"sha256:2ef0da0bbf887a6bc1e71078e0236bc9ae05f21e66d6870fe4eddf65c6f1f26a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:63a4140d6d470a782ee0189108a711c9d3758d42181adc25dc7ec3b2b9ff17e0"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32913,"sha256":"sha256:c32d2016736271264833397e76b6e06baaa57d5756bc4621123d79e84c13af54","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46152f8f80857d7e2346fe5d8bb863ebeed04b8847798d235ac151487fb8875b"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:13ed3c6e715b58f34dec11d3665feec3cceb8c055ab1786b87c28796e59be4e6"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ff4869316635d0fdc47a81514b63b7a84f4ee50d9af9dc6d977cadec7270b78a"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5404,"sha256":"sha256:355f2b4e5bad7b01f11ef6cb68ebc176f61b95c3276092ea225b1bea0e01e95c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2ff1c4c0d53a266049495143be930fc3c56bdcb84aad7a22d2c9fd32bb63314f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a4246f62692a32d3426b5f7e6e9c3012aed0242ef964c99faff30b6eafcabf81","representationDigest":"sha256:169274a75989d5d9ca60fb647c724c1bb3399b00bdbc601c17eb1ecc093793aa","evidenceSnapshotDigest":"sha256:4c7b39e442684b313aa2eca76bd998f29e9da47ecf7e5d46bf03c313ad77e7e6","evaluatedAt":"2026-09-25T05:55:07.400Z","authorityVersion":"sha256:926fa8edba8b2a91be71af00aea3d6c941434bb9b6d673ec0479111a4b7f0086","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":"2026-10-29T01:06:34.694Z","evidence_url":"/api/manifests/hf-model-thinkwee-nover1-qwen3-4b"}},"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":8838816953,"label":"8.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":29,"upstreamStars":3,"label":"29 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":"thinkwee/NOVER1-Qwen3-4B"},{"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":["License: apache-2.0","Provenance: thinkwee/NOVER1-Qwen3-4B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["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":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-thinkwee-nover1-qwen3-4b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"thinkwee/NOVER1-Qwen3-4B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:06:34.694Z","evidence_url":"/api/manifests/hf-model-thinkwee-nover1-qwen3-4b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-thinkwee-nover1-qwen3-4b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-thinkwee-nover1-qwen3-4b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/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":"thinkwee/NOVER1-Qwen3-4B"},{"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":["License: apache-2.0","Provenance: thinkwee/NOVER1-Qwen3-4B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["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-thinkwee-nover1-qwen3-4b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-thinkwee-nover1-qwen3-4b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/distribution"},"supportedClaims":["thinkwee/NOVER1-Qwen3-4B has 0 self-reported, unqualified Hugging Bay community reviews.","thinkwee/NOVER1-Qwen3-4B has 0 self-reported run claims; none qualify verification during limited availability.","thinkwee/NOVER1-Qwen3-4B 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-thinkwee-nover1-qwen3-4b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-thinkwee-nover1-qwen3-4b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-thinkwee-nover1-qwen3-4b/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."}}