{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T17:14:32.913Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-nicoboss-qwen-3-32b-medical-reasoning","repo":"nicoboss/Qwen-3-32B-Medical-Reasoning","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":21,"mirroredBytes":65535821513,"readinessCheckedAt":"2026-11-03T14:37:23.909Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":21,"mirroredBytes":65535821513,"readinessCheckedAt":"2026-11-03T14:37:23.909Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-nicoboss-qwen-3-32b-medical-reasoning","owner":"nicoboss","name":"Qwen-3-32B-Medical-Reasoning","repo":"nicoboss/Qwen-3-32B-Medical-Reasoning","type":"llm","summary":"Model from Hugging Face for text generation: nicoboss/Qwen-3-32B-Medical-Reasoning · 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":65540276904,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nicoboss","sourceUrl":"https://huggingface.co/nicoboss/Qwen-3-32B-Medical-Reasoning","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","medical","xnet","qwen","conversational","en","dataset:freedomintelligence/medical-o1-reasoning-sft","base_model:qwen/qwen3-32b","base_model:finetune:qwen/qwen3-32b","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","freedomintelligence/medical-o1-reasoning-sft"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["FreedomIntelligence/medical-o1-reasoning-SFT"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/nicoboss/Qwen-3-32B-Medical-Reasoning","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en freedomintelligence/medical-o1-reasoning-sft safetensors","semanticTerms":["text-generation","transformers","llm","model","en","freedomintelligence/medical-o1-reasoning-sft","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":5135},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"config.json","sizeBytes":729},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00014.safetensors","sizeBytes":4932307584},{"lfs":true,"path":"model-00002-of-00014.safetensors","sizeBytes":4875989696},{"lfs":true,"path":"model-00003-of-00014.safetensors","sizeBytes":4875989720},{"lfs":true,"path":"model-00004-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00005-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00006-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00007-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00008-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00009-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00010-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00011-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00012-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00013-of-00014.safetensors","sizeBytes":4875989752},{"lfs":true,"path":"model-00014-of-00014.safetensors","sizeBytes":2080144040},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":58330},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":9706}],"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":65540276904,"sizeKnown":true,"sizeLabel":"61.0 GB","sizeReason":"","declaredSizeBytes":65540276904,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":35,"stars":6,"citations":0,"updatedAt":"2026-09-19T15:44:55.951Z","createdAt":"2026-06-30T18:59:26.591Z","version":"hf-main","upstream":{"gated":false,"repoId":"nicoboss/Qwen-3-32B-Medical-Reasoning","private":false,"repoUrl":"https://huggingface.co/nicoboss/Qwen-3-32B-Medical-Reasoning","disabled":false,"provider":"huggingface","repoType":"model","revision":"5dd42234bb9d70fc8822192773b5324b00385f54","fetchedAt":"2026-09-19T13:17:51.209Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-19T15:44:55.951Z","mirroredBy":"mirror-batch-worker","totalFiles":25,"hostedFiles":21,"mirroredBytes":65535821513,"mirroredFiles":21,"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_1a16449c0b4548a7d5eba712b150401580aff0237f3a36b2d80a4da3bbdd324e","artifactId":"hf-model-nicoboss-qwen-3-32b-medical-reasoning","representationId":"rep-c0ce280d281d4d604c6d04bcb57823abc43a74ac45c6cf01191192f30775c29c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c0ce280d281d4d604c6d04bcb57823abc43a74ac45c6cf01191192f30775c29c","artifactId":"hf-model-nicoboss-qwen-3-32b-medical-reasoning","format":"safetensors","source":{"provider":"huggingface","identity":"nicoboss/Qwen-3-32B-Medical-Reasoning","revision":"5dd42234bb9d70fc8822192773b5324b00385f54","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2507420d454f4ec12228e33c79d1d107e0664241dbdc2ae808b2bee369fa9235"},{"path":"config.json","role":"config","sizeBytes":729,"sha256":"sha256:001bdd3a034ca67816db1b91cd721707b8117a86e1b0ee53a0997ddc31330324","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8692cee466c3976b0a43ae961fd5f2a3f8f4709b973c871d46cbe3a7e510283"},{"path":"generation_config.json","role":"config","sizeBytes":214,"sha256":"sha256:81051cd3f6e77013827148d0b8a6ead93f8ac390d5ab805f849199f0af6a08db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e44b64d9945b4127d39a140c3695284eef07121de6823bd9e8e409a268db4616"},{"path":"model-00001-of-00014.safetensors","role":"weight","sizeBytes":4932307584,"sha256":"sha256:2a849b697ee4a7faa2d64ddaee6434c3fcc6bb6a64f887bf2f30e3e70c715385","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2073dd8b93411972e78cc14a853a5c3ce72e4e8d5f1f92da21e6f5f488f11cc8"},{"path":"model-00002-of-00014.safetensors","role":"weight","sizeBytes":4875989696,"sha256":"sha256:dfeaec9d767d663b1c98ecf460586e42f52b57caa27330cb9a23f8aac6c885d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:af964e3eebb46c4da1ad0a6c3def29a2da8bb9b433f84cb40b170913fa390988"},{"path":"model-00003-of-00014.safetensors","role":"weight","sizeBytes":4875989720,"sha256":"sha256:a55ad65a3f482ddf46ef84ad16b9ae88f2c247f436e6c3ea251a1f8395cb63dd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7b5d4d0e175e65982fdd98afe0ae6c0136fd9f396c3faf74f37a47a0200ce41d"},{"path":"model-00004-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:78d820228266baa065161923e409e12ae3d8d0d0ee9f21d74150b46c620e19da","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:30d819d838c6113f9bbad749a07e2a54112e6f87cd4ba2946ac17d75483fb508"},{"path":"model-00005-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:1d4e43e93d10f5f4c6ab03d07dbc05cb69ce4ee34a58926c316bfadd7e3d97f4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b149967c38e08e0b28d327c4dea08ebbd520adcad54d24ce75d6a40b7d56eb74"},{"path":"model-00006-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:48acd87f35369351ec36829b7e5610cc56688625d47e1ca0c497686d871d088c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:274bab96ee8a2edd61c64152eaec9c4ef4c90837e862e1f93fcd3eedb304281e"},{"path":"model-00007-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:b59c2b1809ad97d59a1b8b55827ee82d5ae050737a7815c0c215156afb52b6d3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4bf7cd466c24d03fc089c7b9f406f40b04a5aa595912ccb765bbfacda726b4e7"},{"path":"model-00008-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:2c6a77e1a7495723c6e76a1fb81559745e3454118b00ab72f6492e413236f363","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2e6e3fe1d09315eb13b2d8fd56fd6e0c9fe7f90cedfbd9507351367723e2943e"},{"path":"model-00009-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:9c64da741cecde6a5ce4b6d71a7e8d2cec91f623ef24dbb664927762ecf37b01","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:451d5271b6a6c7775cedecb8f2dbba9f571efb88ae9a0876e2dd075823776231"},{"path":"model-00010-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:3d80579ac52fc49833e094890c4fad058990540511f7f3d5048f457e1c08a76b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8687baf558dbe3090addcce53519a5180af7f2756bf7ec4795e74ae5d1edde57"},{"path":"model-00011-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:c7ddaf5a8634a6c6543b37e4fc978593b796428b7a6e535f39fb40decae6e628","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d32e6425137897e7f2b6d6e699291880e13ec0d26f67e827b3a51d3bc5bb63ed"},{"path":"model-00012-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:f896dd7283fdeb110feb730ca55c0d2bd07fa59cacecd689b28cfa40fc56e012","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2eb3b4424ffca8bde01a2186571e19fa0059e653a4210281470e0910254444b6"},{"path":"model-00013-of-00014.safetensors","role":"weight","sizeBytes":4875989752,"sha256":"sha256:6a997011178a462a0514eae7afc4f0175b861396a6712bcc5eea1a43126e0eef","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0abe45ef4c99c19d26f0d112182225e212d1d6115f00d5bde7b053687a2de7bf"},{"path":"model-00014-of-00014.safetensors","role":"weight","sizeBytes":2080144040,"sha256":"sha256:f34667d2b2b572ceb4f85ae95ef01d1139e8b70b8d2d09a1ba92f9fc1d8cdd78","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:819a43fecfafb561f621792e1ac1bcddada338b645074a8d3aa9fb38d5f12c15"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":58330,"sha256":"sha256:4da1e52ddb6b80caa5409ee99ec1a97b36fcfc4e27e9f168bcb7209bfff47c95","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a8ff52b9e3a73538c325c3e814e062f9ad965fe86785084e519650b686dbc034"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:86f979e2fa82de680ce793a538690a4282f260fbc51762d42ce5a19d4a2e8438"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:397bc68fc4e010c998ff298f2860cd3decf1bc7ed5b45f7a64cbadfd211df0ee"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9706,"sha256":"sha256:253153d0738ceb4c668d2eff957714dd2bea0b56de772a9fdccd96cbf517e6a0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cebaf2902cc1da7e08624527ece8159367081d0b231847fbb95ff311263e6392"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:60208daa95c84764ff818df9e5b9e5823db8e8cabb1e2285f3787c93dfa21bcd","representationDigest":"sha256:936c441d53c9607d70e98f536c694bd66b74e9461b3c0e3a59a11b4becf2249b","evidenceSnapshotDigest":"sha256:ad5dcb45629fea89367cf5e366e4d5c72a75f56e96c22a666605ddd6934258ca","evaluatedAt":"2026-09-19T15:44:58.343Z","authorityVersion":"sha256:8707ae97dbd7141dcb1c914f9836bd45922cc066456884c5b0ea9d288e9546cf","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":21,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":25,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T14:37:23.909Z","evidence_url":"/api/manifests/hf-model-nicoboss-qwen-3-32b-medical-reasoning"}},"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":25,"publicDownloadableFileCount":21,"externalFileCount":25,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":65540276904,"label":"61.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":35,"upstreamStars":6,"label":"35 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":"nicoboss/Qwen-3-32B-Medical-Reasoning"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"21/25 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: nicoboss/Qwen-3-32B-Medical-Reasoning","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 21/25 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":21,"externalFiles":4,"totalFiles":25},"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-nicoboss-qwen-3-32b-medical-reasoning/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"nicoboss/Qwen-3-32B-Medical-Reasoning"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T14:37:23.909Z","evidence_url":"/api/manifests/hf-model-nicoboss-qwen-3-32b-medical-reasoning"},"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-nicoboss-qwen-3-32b-medical-reasoning/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-nicoboss-qwen-3-32b-medical-reasoning","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/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":"nicoboss/Qwen-3-32B-Medical-Reasoning"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"21/25 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: nicoboss/Qwen-3-32B-Medical-Reasoning","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 21/25 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":21,"externalFiles":4,"totalFiles":25},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-nicoboss-qwen-3-32b-medical-reasoning/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-nicoboss-qwen-3-32b-medical-reasoning","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/distribution"},"supportedClaims":["nicoboss/Qwen-3-32B-Medical-Reasoning has 0 self-reported, unqualified Hugging Bay community reviews.","nicoboss/Qwen-3-32B-Medical-Reasoning has 0 self-reported run claims; none qualify verification during limited availability.","nicoboss/Qwen-3-32B-Medical-Reasoning 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-nicoboss-qwen-3-32b-medical-reasoning/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-nicoboss-qwen-3-32b-medical-reasoning"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-qwen-3-32b-medical-reasoning/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."}}