{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-27T06:50:03.244Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-baai-bge-reranker-base","repo":"BAAI/bge-reranker-base","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-baai-bge-reranker-base","owner":"BAAI","name":"bge-reranker-base","repo":"BAAI/bge-reranker-base","type":"llm","summary":"Model from Hugging Face for text classification: BAAI/bge-reranker-base · sentence transformers","cardDescription":"Scores how closely a passage matches a search question.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":3359121141,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"BAAI","sourceUrl":"https://huggingface.co/BAAI/bge-reranker-base","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","xlm-roberta","mteb","text-embeddings-inference","text-classification","en","zh","arxiv:2401.03462","arxiv:2312.15503","arxiv:2311.13534","arxiv:2310.07554","arxiv:2309.07597","license:mit","model-index","endpoints_compatible","deploy:azure","region:us"],"task":"text-classification","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","json","safetensors","onnx","bin","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2401.03462","2312.15503","2311.13534","2310.07554","2309.07597"],"repoType":"model","baseModel":"","languages":["en","zh"],"sourceUrl":"https://huggingface.co/BAAI/bge-reranker-base","evalResults":[{"task":"Reranking","score":"81.27206722525007","metric":"map","verified":false,"benchmark":"MTEB CMedQAv1"},{"task":"Reranking","score":"84.14238095238095","metric":"mrr","verified":false,"benchmark":"MTEB CMedQAv1"},{"task":"Reranking","score":"84.10369934291236","metric":"map","verified":false,"benchmark":"MTEB CMedQAv2"},{"task":"Reranking","score":"86.79376984126984","metric":"mrr","verified":false,"benchmark":"MTEB CMedQAv2"},{"task":"Reranking","score":"35.4600511272538","metric":"map","verified":false,"benchmark":"MTEB MMarcoReranking"},{"task":"Reranking","score":"34.60238095238095","metric":"mrr","verified":false,"benchmark":"MTEB MMarcoReranking"},{"task":"Reranking","score":"67.27728847727172","metric":"map","verified":false,"benchmark":"MTEB T2Reranking"},{"task":"Reranking","score":"77.1315192743764","metric":"mrr","verified":false,"benchmark":"MTEB T2Reranking"}],"libraryName":"sentence-transformers","licenseLink":"","licenseName":"","pipelineTag":"text-classification","cardDataKeys":["language","library_name","license","model-index","pipeline_tag","tags"],"semanticText":"text-classification sentence-transformers llm model en zh bge-reranker-base onnx safetensors text-embeddings-inference","semanticTerms":["text-classification","sentence-transformers","llm","model","en","zh","bge-reranker-base","onnx","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"model.safetensors","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx","sizeBytes":0},{"lfs":false,"path":"pytorch_model.bin","sizeBytes":0},{"lfs":false,"path":"sentencepiece.bpe.model","sizeBytes":0},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0}],"modelIndexNames":["bge-reranker-base"]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":3359121141,"sizeKnown":true,"sizeLabel":"3.1 GB","sizeReason":"","declaredSizeBytes":3359121141,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":4168398,"stars":261,"citations":0,"updatedAt":"2024-06-24T14:10:03.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-mirror-2cfc18c","upstream":{"gated":false,"repoId":"BAAI/bge-reranker-base","private":false,"repoUrl":"https://huggingface.co/BAAI/bge-reranker-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"2cfc18c9415c912f9d8155881c133215df768a70","fetchedAt":"2026-10-27T03:29:28.464Z","importMode":"mirrored-release","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","approvedAt":"2026-07-11T16:53:01.950Z","approvedBy":"reviewed-large-mirror-worker","mirroredAt":"2026-07-27T18:18:19.077Z","mirroredBy":"mirror-batch-worker","mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"hostedFiles":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_c1ec4d5dbaa87e1b2ed2bcaa30ffe466a784f038ee9dfa53819ce53f54e28edc","artifactId":"hf-model-baai-bge-reranker-base","representationId":"rep-2964424279d449c17eba51c8f047f1d5b667dd23362ed2294720ef79645ffb2f","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2964424279d449c17eba51c8f047f1d5b667dd23362ed2294720ef79645ffb2f","artifactId":"hf-model-baai-bge-reranker-base","format":"safetensors","source":{"provider":"huggingface","identity":"BAAI/bge-reranker-base","revision":"2cfc18c9415c912f9d8155881c133215df768a70","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":799,"sha256":"sha256:289adf7ada1eb6b4afa7589a48a032d45a076cf2e46dcdb3b4cabc33be14f708","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5c74a9ed026f52104b8da59ab182ec1c9cf7433f8c7a8e755580bdb66536b2f3"},{"path":"model.safetensors","role":"weight","sizeBytes":1112206140,"sha256":"sha256:ced967c45fd1902eb92716c9ceeca7c95a936770ea9db611f5a841b926e33fbd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bea0bf8ba58b98783e9d7e8a5ea8c8831c7e0acef1f46d73c2d81d76c60b6d9a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17098107,"sha256":"sha256:9eb652ac4e40cc093272bbbe0f55d521cf67570060227109b5cdc20945a4489e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:048281e8e2c42d6ece78cd79b79f8aff41e9e3d309ee4d2d641e62828c0528f2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:888e2b8b2bc53d2a62fa0b3583409d2668d74f010bccb3a3c8ed1ec1d812e932","representationDigest":"sha256:5bd7b11054cbf31ac0660d2c215250fa466d001dde85673654fa1456363ded72","evidenceSnapshotDigest":"sha256:e2c5cc4a6d24be8d2825b0d43be5320919e3ee0ac43ba47c6fd131c5b2758ddc","evaluatedAt":"2026-07-27T18:18:22.782Z","authorityVersion":"sha256:0c3507f5d8b327a9e316d80e18b853dcfc79bacb2d0a34ca07415557afa738a9","invalidatedBy":null,"manifestFinal":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":3,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":7},"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":7,"publicDownloadableFileCount":null,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3359121141,"label":"3.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4168398,"upstreamStars":261,"label":"4.2M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"BAAI/bge-reranker-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: BAAI/bge-reranker-base","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":7},"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-baai-bge-reranker-base/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"BAAI/bge-reranker-base"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-baai-bge-reranker-base"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-baai-bge-reranker-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-baai-bge-reranker-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"BAAI/bge-reranker-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: mit","Provenance: BAAI/bge-reranker-base","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":7},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-baai-bge-reranker-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-baai-bge-reranker-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/distribution"},"supportedClaims":["BAAI/bge-reranker-base has 0 self-reported, unqualified Hugging Bay community reviews.","BAAI/bge-reranker-base has 0 self-reported run claims; none qualify verification during limited availability.","BAAI/bge-reranker-base 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-baai-bge-reranker-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-baai-bge-reranker-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-reranker-base/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."}}