{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T03:49:33.770Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-yuxuangong-lean-rag","repo":"YuxuanGong/lean-RAG","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2288164819,"readinessCheckedAt":"2026-10-29T03:27:41.063Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2288164819,"readinessCheckedAt":"2026-10-29T03:27:41.063Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-yuxuangong-lean-rag","owner":"YuxuanGong","name":"lean-RAG","repo":"YuxuanGong/lean-RAG","type":"embedding","summary":"Model from Hugging Face for sentence similarity: YuxuanGong/lean-RAG · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"BAAI/bge-m3"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"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":"BAAI/bge-m3","field":"baseModel"}],"parameters":null,"size":{"bytes":2288185353,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"YuxuanGong","sourceUrl":"https://huggingface.co/YuxuanGong/lean-RAG","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","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","mathlib4","lean4","formal-proof","retrieval","code-retrieval","math","en","zh","code","dataset:yuxuangong/mathlib4-declarations","arxiv:2402.03216","base_model:baai/bge-m3","base_model:finetune:baai/bge-m3","license:apache-2.0","text-embeddings-inference"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"BAAI/bge-m3","derivedFrom":"BAAI/bge-m3","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["recall@1","recall@5","recall@10","mrr"],"datasets":["YuxuanGong/mathlib4-declarations"],"paperIds":["2402.03216"],"repoType":"model","baseModel":"BAAI/bge-m3","languages":["en","zh","code"],"sourceUrl":"https://huggingface.co/YuxuanGong/lean-RAG","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en zh code yuxuangong/mathlib4-declarations recall@1 recall@5 recall@10 mrr baai/bge-m3 safetensors retrieval code-retrieval text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","zh","code","yuxuangong/mathlib4-declarations","recall@1","recall@5","recall@10","mrr","baai/bge-m3","safetensors","retrieval","code-retrieval","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":7417},{"lfs":false,"path":"README_en.md","sizeBytes":11457},{"lfs":false,"path":"config.json","sizeBytes":743},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":282},{"lfs":true,"path":"model.safetensors","sizeBytes":2271064408},{"lfs":false,"path":"modules.json","sizeBytes":429},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":true,"path":"tokenizer.json","sizeBytes":17098338},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":378}],"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":2288185353,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2288185353,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":70,"stars":1,"citations":0,"updatedAt":"2026-09-24T03:28:41.530Z","createdAt":"2026-06-30T04:16:34.004Z","version":"hf-main","upstream":{"gated":false,"repoId":"YuxuanGong/lean-RAG","private":false,"repoUrl":"https://huggingface.co/YuxuanGong/lean-RAG","disabled":false,"provider":"huggingface","repoType":"model","revision":"32b60c1127872de432959b2e00fb954e8f7e3cc1","fetchedAt":"2026-09-24T03:23:01.167Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T03:28:41.530Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":7,"mirroredBytes":2288164819,"mirroredFiles":7,"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_7661351296acc508177a02e4b5fb8ad65e413841d8860836c3486b8c64b251fc","artifactId":"hf-model-yuxuangong-lean-rag","representationId":"rep-d306961970bbfb6833d0bc0972cf5155ed13713db7d6320bd35265ef28ac0467","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d306961970bbfb6833d0bc0972cf5155ed13713db7d6320bd35265ef28ac0467","artifactId":"hf-model-yuxuangong-lean-rag","format":"safetensors","source":{"provider":"huggingface","identity":"YuxuanGong/lean-RAG","revision":"32b60c1127872de432959b2e00fb954e8f7e3cc1","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":743,"sha256":"sha256:89d2b894dfc77cbe0e18c99f1aaf82777673e7d029873c4fb9c8ea9a14c7f2f7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc6c5be844042731d0fabdfb19bcf1d2b172d13be39dddf4293d56daf8157fed"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":282,"sha256":"sha256:11bb8b0182a8bd10840821f93894f47fc295f5c1780af9b6fa3acaed8c24adf3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:28ce2358e15efc7b1001819eb3b68262a9847570f2e6be4ee4aa623b9b4f063a"},{"path":"model.safetensors","role":"weight","sizeBytes":2271064408,"sha256":"sha256:fa352e1ec4262142ab55ba868cab6c3a5b99f0b561b065241afd75eb0e5c12d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:093072064ad91d320a26c46e42689a392d5eb000f5f3c641c5846855dcc9f602"},{"path":"modules.json","role":"support","sizeBytes":429,"sha256":"sha256:fa7d796a215e1b2416773062891923b191fc5a4849bc44e322997433c90f459c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:deb68759d1bc9954934a177c2dda5b2f3d9c9f9b6bdbb4d9e6c972ada8a29397"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:49d4a493eabd5173b60e78fe7b349fde5b4454b7c5bc96d6fd1ea1f87dd3a857"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17098338,"sha256":"sha256:186958617870145e2384b91f3e26e0299499ee25baba7b72c7a761e16641e797","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e20cf81ce6686094a839922ab3de1884286270bab55fb99ea5c6e7270b9e7a9c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":378,"sha256":"sha256:9fb7b823a46fbf772358c968839d0fa9d86352f8bfc9dabb20a2728542859ce5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1b0a7bf0d40279f84ca2bdc4afd53771a5947bb7c758e08255b0ec0282eb8a60"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2ce06f186d59146ae7f5088f8f321b87c5885a60fcb0a7541e3c3567a878f6af","representationDigest":"sha256:49314469f44bb0fc0edb9b4ab21d91b4e3c9018912dcec93ce82e0bcf836fd22","evidenceSnapshotDigest":"sha256:dde2638b4c4aae56acf496a6bdcca8ed232868c323a21d052dc9ecbc9661d1a2","evaluatedAt":"2026-09-24T03:28:41.924Z","authorityVersion":"sha256:cb02f3f8d9d9f31b9a77c74790dbe6dfa72d742a2e70436cf811efcbdf42624a","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T03:27:41.063Z","evidence_url":"/api/manifests/hf-model-yuxuangong-lean-rag"}},"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":11,"publicDownloadableFileCount":7,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2288185353,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":70,"upstreamStars":1,"label":"70 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":"YuxuanGong/lean-RAG"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/11 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: YuxuanGong/lean-RAG","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":4,"totalFiles":11},"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-yuxuangong-lean-rag/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"YuxuanGong/lean-RAG"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T03:27:41.063Z","evidence_url":"/api/manifests/hf-model-yuxuangong-lean-rag"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-yuxuangong-lean-rag/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuxuangong-lean-rag","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/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":"YuxuanGong/lean-RAG"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/11 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: YuxuanGong/lean-RAG","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":4,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-yuxuangong-lean-rag/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuxuangong-lean-rag","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/distribution"},"supportedClaims":["YuxuanGong/lean-RAG has 0 self-reported, unqualified Hugging Bay community reviews.","YuxuanGong/lean-RAG has 0 self-reported run claims; none qualify verification during limited availability.","YuxuanGong/lean-RAG 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-yuxuangong-lean-rag/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuxuangong-lean-rag"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-yuxuangong-lean-rag/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."}}