{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T03:57:52.116Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-baai-bge-base-en-v1-5","repo":"BAAI/bge-base-en-v1.5","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T03:42:07.447Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T03:42:07.447Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-baai-bge-base-en-v1-5","owner":"BAAI","name":"bge-base-en-v1.5","repo":"BAAI/bge-base-en-v1.5","type":"embedding","summary":"Model from Hugging Face for feature extraction: BAAI/bge-base-en-v1.5 · sentence transformers","cardDescription":"Turns text into number lists for search and meaning comparisons.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for turning text into vectors.","confidence":"medium","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"cardMetadata.libraryName","value":"sentence-transformers"},{"field":"modality","value":"text"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1312805365,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"BAAI","sourceUrl":"https://huggingface.co/BAAI/bge-base-en-v1.5","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","bert","feature-extraction","sentence-similarity","transformers","mteb","en","arxiv:2401.03462","arxiv:2312.15503","arxiv:2311.13534","arxiv:2310.07554","arxiv:2309.07597","license:mit","model-index","text-embeddings-inference","endpoints_compatible","deploy:sagemaker"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","onnx","bin","txt"],"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"],"sourceUrl":"https://huggingface.co/BAAI/bge-base-en-v1.5","evalResults":[{"task":"Classification","score":"76.14925373134328","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"39.32336517995478","metric":"ap","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"70.16902252611425","metric":"f1","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"93.386825","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"90.21276917991995","metric":"ap","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"93.37741030006174","metric":"f1","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"48.846000000000004","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonReviewsClassification (en)"},{"task":"Classification","score":"48.14646269778261","metric":"f1","verified":false,"benchmark":"MTEB AmazonReviewsClassification (en)"},{"task":"Retrieval","score":"40.754000000000005","metric":"map_at_1","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"55.761","metric":"map_at_10","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"56.330999999999996","metric":"map_at_100","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"56.333999999999996","metric":"map_at_1000","verified":false,"benchmark":"MTEB ArguAna"}],"libraryName":"sentence-transformers","licenseLink":"","licenseName":"","pipelineTag":"feature-extraction","cardDataKeys":["language","license","model-index","tags"],"semanticText":"feature-extraction sentence-transformers embedding model en bge-base-en-v1.5 onnx safetensors sentence-similarity transformers text-embeddings-inference","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","en","bge-base-en-v1.5","onnx","safetensors","sentence-similarity","transformers","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":0},{"lfs":false,"path":"model.safetensors","sizeBytes":0},{"lfs":false,"path":"modules.json","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx","sizeBytes":0},{"lfs":false,"path":"pytorch_model.bin","sizeBytes":0},{"lfs":false,"path":"sentence_bert_config.json","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},{"lfs":false,"path":"vocab.txt","sizeBytes":0}],"modelIndexNames":["bge-base-en-v1.5"]},"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":1312805365,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1312805365,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":8277196,"stars":539,"citations":0,"updatedAt":"2024-02-21T03:00:19.000Z","createdAt":"2026-06-29T22:19:30.705Z","version":"hf-mirror-a5beb1e","upstream":{"gated":false,"repoId":"BAAI/bge-base-en-v1.5","private":false,"repoUrl":"https://huggingface.co/BAAI/bge-base-en-v1.5","disabled":false,"provider":"huggingface","repoType":"model","revision":"a5beb1e3e68b9ab74eb54cfd186867f64f240e1a","fetchedAt":"2026-10-29T03:29:47.085Z","importMode":"mirrored-release","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"blocked","approvedAt":"2026-07-11T17:33:50.589Z","approvedBy":"reviewed-large-mirror-worker","mirroredAt":"2026-07-27T03:27:15.788Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_f1d2f4906491ad59cb557984912411f79a69c4503c65100320f3340aea0df21c","artifactId":"hf-model-baai-bge-base-en-v1-5","representationId":"rep-ed070afa0e12bf6420cb7e5e46b0e0f34c6aa4b21e2f28516d61d91fd8d8c125","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ed070afa0e12bf6420cb7e5e46b0e0f34c6aa4b21e2f28516d61d91fd8d8c125","artifactId":"hf-model-baai-bge-base-en-v1-5","format":"safetensors","source":{"provider":"huggingface","identity":"BAAI/bge-base-en-v1.5","revision":"a5beb1e3e68b9ab74eb54cfd186867f64f240e1a","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":190,"sha256":"sha256:c9bef85e8bbf4b2eab4941b3fb62bd33f88686748b478f2e264d256472d9643b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c134f4b1f6b8bd67d85c5915999d249228fb3d8a163238e035ea15bdf316fdab"},{"path":"config.json","role":"config","sizeBytes":777,"sha256":"sha256:bc00af31a4a31b74040d73370aa83b62da34c90b75eb77bfa7db039d90abd591","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:55c1f4b8a1d167e0aabf326d4bbec7177130981e475806f28e0c98d737a7a7b0"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":124,"sha256":"sha256:940d5f50db195fa6e5e6a4f122c095f77880de259d74b14a65779ed48bdd7c56","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a796ef9d5d6ef21475ffd63988ef7d0c208f39365d4268184bcf094b4a046044"},{"path":"model.safetensors","role":"weight","sizeBytes":437955512,"sha256":"sha256:c7c1988aae201f80cf91a5dbbd5866409503b89dcaba877ca6dba7dd0a5167d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a4c14a2b72d5170ac13669d7d239d0f880def36c5c5d5842a4aa958352db536e"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0b9a62528a178368a51a1b604c635950e209b7cf35cf5dc41a5d785147766851"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:63ba09fa75808ee72eddf957b6cc4f9a4e0838fd8be322fef0599918e6255af0"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c69ecf71ac3d07153c0a4afb9b7d2de80eca21b0a47489ed7a22963c51e2c2b8"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711396,"sha256":"sha256:d241a60d5e8f04cc1b2b3e9ef7a4921b27bf526d9f6050ab90f9267a1f9e5c66","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:44e6b589db8d905dabb795c071c5a06a4c5e2d7f1a5d13b839f2f06f881be8b0"},{"path":"tokenizer_config.json","role":"config","sizeBytes":366,"sha256":"sha256:9261e7d79b44c8195c1cada2b453e55b00aeb81e907a6664974b4d7776172ab3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2d4b3158c4c32631bd2d4d95932c986830818bd1d68d88165e6772bb4fa0cd8b"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cc9faa5f45630bf4a70ebfef55e4b5a8e63e0b0c7b8bdbe85f7e9a0683e82fa5"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:64f706c17c83500533071d00b09fb86daa38f0d0b5aeac870eed98c9d581be48","representationDigest":"sha256:713ee7a4e53b7bf016890c22e74e87faa6b45ff30e71786fb4d9ed46b59fac79","evidenceSnapshotDigest":"sha256:c1e807dfd67d7e29c63fc0dd3dc71b6322452b927ca04b47fbd193dd8722f674","evaluatedAt":"2026-07-27T03:27:22.619Z","authorityVersion":"sha256:f3b1d4682392424738d1beefe5a8656314ff513c1c3457da1a684214c267b6e5","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T03:42:07.447Z","evidence_url":"/api/manifests/hf-model-baai-bge-base-en-v1-5"}},"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":"blocked","hosted":false,"fileCount":12,"publicDownloadableFileCount":0,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1312805365,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":8277196,"upstreamStars":539,"label":"8.3M 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"BAAI/bge-base-en-v1.5"},{"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-base-en-v1.5","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"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-base-en-v1-5/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"BAAI/bge-base-en-v1.5"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T03:42:07.447Z","evidence_url":"/api/manifests/hf-model-baai-bge-base-en-v1-5"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-baai-bge-base-en-v1-5/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-baai-bge-base-en-v1-5","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/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-base-en-v1.5"},{"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-base-en-v1.5","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":0,"externalFiles":12,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-baai-bge-base-en-v1-5/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-baai-bge-base-en-v1-5","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/distribution"},"supportedClaims":["BAAI/bge-base-en-v1.5 has 0 self-reported, unqualified Hugging Bay community reviews.","BAAI/bge-base-en-v1.5 has 0 self-reported run claims; none qualify verification during limited availability.","BAAI/bge-base-en-v1.5 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-base-en-v1-5/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-baai-bge-base-en-v1-5"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en-v1-5/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."}}