{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T15:11:27.567Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-aq-medai-diver-retriever-4b-1020","repo":"AQ-MedAI/Diver-Retriever-4B-1020","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":8059533747,"readinessCheckedAt":"2026-11-02T12:31:45.118Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":8059533747,"readinessCheckedAt":"2026-11-02T12:31:45.118Z","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-aq-medai-diver-retriever-4b-1020","owner":"AQ-MedAI","name":"Diver-Retriever-4B-1020","repo":"AQ-MedAI/Diver-Retriever-4B-1020","type":"llm","summary":"Model from Hugging Face for text ranking: AQ-MedAI/Diver-Retriever-4B-1020 · transformers","cardDescription":"Ranks search results by how closely they match a query.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for ranking text against a query.","confidence":"medium","task":"text-ranking","audience":null,"basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"text-ranking"},{"field":"task","value":"text-ranking"},{"field":"cardMetadata.pipelineTag","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":8059658664,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AQ-MedAI","sourceUrl":"https://huggingface.co/AQ-MedAI/Diver-Retriever-4B-1020","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","code","math","reasoning","general","text-ranking","zh","en","dataset:raderspace/math_qcot_llmquery_questionasquery_lexicalquery","dataset:reasonir/reasonir-data","dataset:truehealth/medqa","dataset:aq-medai/prgb-zh","arxiv:2508.07995","base_model:qwen/qwen3-embedding-4b","base_model:finetune:qwen/qwen3-embedding-4b","license:apache-2.0"],"task":"text-ranking","modality":"text","framework":"transformers","formats":["gitattributes","json","md","jinja","txt","safetensors","jpg"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy","recall"],"datasets":["Raderspace/MATH_qCoT_LLMquery_questionasquery_lexicalquery","reasonir/reasonir-data","truehealth/medqa","AQ-MedAI/PRGB-ZH"],"paperIds":["2508.07995"],"repoType":"model","baseModel":"","languages":["zh","en"],"sourceUrl":"https://huggingface.co/AQ-MedAI/Diver-Retriever-4B-1020","evalResults":[],"libraryName":"transformers","pipelineTag":"text-ranking","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"text-ranking transformers llm model zh en raderspace/math_qcot_llmquery_questionasquery_lexicalquery reasonir/reasonir-data truehealth/medqa aq-medai/prgb-zh accuracy recall safetensors base_model:qwen/qwen3-embedding-4b base_model:finetune:qwen/qwen3-embedding-4b","semanticTerms":["text-ranking","transformers","llm","model","zh","en","raderspace/math_qcot_llmquery_questionasquery_lexicalquery","reasonir/reasonir-data","truehealth/medqa","aq-medai/prgb-zh","accuracy","recall","safetensors","base_model:qwen/qwen3-embedding-4b","base_model:finetune:qwen/qwen3-embedding-4b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1625},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":313},{"lfs":false,"path":"README.md","sizeBytes":24958},{"lfs":false,"path":"added_tokens.json","sizeBytes":605},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2427},{"lfs":false,"path":"config.json","sizeBytes":1569},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":215},{"lfs":false,"path":"generation_config.json","sizeBytes":139},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4965827840},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":3077766632},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32819},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":true,"path":"pic/rag_wechat.JPG","sizeBytes":123292},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11421896},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":4686},{"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":8059658664,"sizeKnown":true,"sizeLabel":"7.5 GB","sizeReason":"","declaredSizeBytes":8059658664,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":194,"stars":5,"citations":0,"updatedAt":"2026-08-29T19:44:58.309Z","createdAt":"2026-06-30T02:32:02.469Z","version":"hf-main","upstream":{"gated":false,"repoId":"AQ-MedAI/Diver-Retriever-4B-1020","private":false,"repoUrl":"https://huggingface.co/AQ-MedAI/Diver-Retriever-4B-1020","disabled":false,"provider":"huggingface","repoType":"model","revision":"3984377d297f4c3bcf5d625ea7b48feea7f58c57","fetchedAt":"2026-08-29T14:59:35.743Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-08-29T19:44:58.309Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":16,"mirroredBytes":8059533747,"mirroredFiles":16,"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_92760e041f225fdc35908c6aa347c52c7f99335eb4b7acbfae901f3bff3deec1","artifactId":"hf-model-aq-medai-diver-retriever-4b-1020","representationId":"rep-bff7a79baa09018c1975e3e2b68c3f9f32fff0cd580f59520f4173c8e5d6ede8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-bff7a79baa09018c1975e3e2b68c3f9f32fff0cd580f59520f4173c8e5d6ede8","artifactId":"hf-model-aq-medai-diver-retriever-4b-1020","format":"safetensors","source":{"provider":"huggingface","identity":"AQ-MedAI/Diver-Retriever-4B-1020","revision":"3984377d297f4c3bcf5d625ea7b48feea7f58c57","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":313,"sha256":"sha256:0f0ed3380602b252fced3fab6d07c76752c32ffca818ccc61afaf17ae8edd96f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:72a4ca2f427dd13d79e96511d06ea3e717ef1f9252d8251239bb03d12c784eb6"},{"path":"README.md","role":"support","sizeBytes":24958,"sha256":"sha256:94ba9a068c59c8a642e4da63889352b180289edbc4eac1971d81ac55056160e5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:01295d8c251e295db1343d7881a348938ab5685fa8d541c20fd3386aeaef9b78"},{"path":"added_tokens.json","role":"support","sizeBytes":605,"sha256":"sha256:58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1ad788113491f72101ad387e2cd3f8de8ef38bcd312ff96993fcdf7b0ce60e6"},{"path":"chat_template.jinja","role":"template","sizeBytes":2427,"sha256":"sha256:44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:daea337db9b3ab5ec776ee9a764e733f521c765266a2cdb1066299a2cd088864"},{"path":"config.json","role":"config","sizeBytes":1569,"sha256":"sha256:51fe73df3c23aa179c75d7149d28cd212e384e96310f464bb7934a2ac6086fca","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:90888d90dfe9135cdc2203f27c41f8e098503683a5589dfa9798724c2d1d069c"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":215,"sha256":"sha256:10667c72ddb772627bf1780cb7f86af8e2ae0032b8c243c731172064105c6961","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1982d5d79c3f2b260321492e1ebd50fdb7129cde63d21b1cae792902907bb10a"},{"path":"generation_config.json","role":"config","sizeBytes":139,"sha256":"sha256:ca044f70ac8dcadf6530787ab9c99a5de99d17dac150b7d4da5540fa7244f20a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4f19f730f0c4f04fba7cd4c7376edaf0720cf87cf9662094f27f28eb9b9e4079"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2617ad3c2b997ed1f69e985cb7cc44c371fedde6c65db9e360acf3421708a8d0"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4965827840,"sha256":"sha256:a9965cc8caad604a0b7cde9da821648de9715a2bbbca7ee989e3069954f20369","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98f09bb40d51be41d0602f8a61d83090a324076857b33d79670b33efad83c331"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":3077766632,"sha256":"sha256:752029b42d751c9dba6615f04abb68eb95e1a2024b549e29dec94ba286738ef4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1cbd2451f97420844126f8ced80597201c0d7609700e1e114957992f38a571a"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32819,"sha256":"sha256:ab7758f3b7cb128265c468c502fe13b5fbf36af3446e1080fd13d9ecd1591b51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb45e936ae8a50b50e1a6ed32115eb4f43828cffd8afe586b99511103954ea3c"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b30aaa48a461e2281090b5726b8d2764ba7448a1148f560bf85ef7b3a8548ee1"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aab77e8ec355d86b12181eb31a9637dc7d47a1c717cee941f5c10fa54c7f81d2"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11421896,"sha256":"sha256:9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:29d5d3de141b81a59e75269a69f3843f9dc6e733307d95cd99164db2cec6384b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":4686,"sha256":"sha256:0a04a9d7d4a62b28482bdfe726c122756de85714fb64166ace92ae75b8f57614","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:31191bbaf293a9dea07d3f8ccc6dbca2d5967708a8fe1ab1a2f1b977fdd93186"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ca1d06e49046dccabc19559dfe3cd7095f3a76026ea642aa5872c26b199db1d9"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b94eb99dc667b73457b785d346a3cfeb7c127a6460f3b09ae924ce579d17783d","representationDigest":"sha256:e670ef98ed72758df6c7264fdbeaf3071c0dc66531e693653211d54ed286fcbb","evidenceSnapshotDigest":"sha256:3f0214329d543b291f36b64f00a8ad6a81f59eeb13d550415cdd937ae220ac1b","evaluatedAt":"2026-08-29T19:44:58.719Z","authorityVersion":"sha256:ff3a380b8b49d168b5d6b6d486fdab3ba1020815d6ec16424823048e428fe2eb","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":"2026-11-02T12:31:45.118Z","evidence_url":"/api/manifests/hf-model-aq-medai-diver-retriever-4b-1020"}},"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":18,"publicDownloadableFileCount":16,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8059658664,"label":"7.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":194,"upstreamStars":5,"label":"194 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":"AQ-MedAI/Diver-Retriever-4B-1020"},{"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: AQ-MedAI/Diver-Retriever-4B-1020","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-aq-medai-diver-retriever-4b-1020/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"AQ-MedAI/Diver-Retriever-4B-1020"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T12:31:45.118Z","evidence_url":"/api/manifests/hf-model-aq-medai-diver-retriever-4b-1020"},"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-aq-medai-diver-retriever-4b-1020/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-aq-medai-diver-retriever-4b-1020","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/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":"AQ-MedAI/Diver-Retriever-4B-1020"},{"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: AQ-MedAI/Diver-Retriever-4B-1020","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-aq-medai-diver-retriever-4b-1020/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-aq-medai-diver-retriever-4b-1020","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/distribution"},"supportedClaims":["AQ-MedAI/Diver-Retriever-4B-1020 has 0 self-reported, unqualified Hugging Bay community reviews.","AQ-MedAI/Diver-Retriever-4B-1020 has 0 self-reported run claims; none qualify verification during limited availability.","AQ-MedAI/Diver-Retriever-4B-1020 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-aq-medai-diver-retriever-4b-1020/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-aq-medai-diver-retriever-4b-1020"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-aq-medai-diver-retriever-4b-1020/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."}}