{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T08:13:59.033Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-smartict-bge-small-en-v1-5-tr-rag-v1","repo":"SMARTICT/bge-small-en-v1.5-tr-rag-v1","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":134177232,"readinessCheckedAt":"2026-10-31T06:52:21.285Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":134177232,"readinessCheckedAt":"2026-10-31T06:52:21.285Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-smartict-bge-small-en-v1-5-tr-rag-v1","owner":"SMARTICT","name":"bge-small-en-v1.5-tr-rag-v1","repo":"SMARTICT/bge-small-en-v1.5-tr-rag-v1","type":"embedding","summary":"Model from Hugging Face for sentence similarity: SMARTICT/bge-small-en-v1.5-tr-rag-v1 · 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-small-en-v1.5"},{"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-small-en-v1.5","field":"baseModel"}],"parameters":null,"size":{"bytes":134449773,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"SMARTICT","sourceUrl":"https://huggingface.co/SMARTICT/bge-small-en-v1.5-tr-rag-v1","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","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:8970","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:1705.00652","base_model:baai/bge-small-en-v1.5","base_model:finetune:baai/bge-small-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","cosine_accuracy@1"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"BAAI/bge-small-en-v1.5","derivedFrom":"BAAI/bge-small-en-v1.5","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10"],"datasets":[],"paperIds":["1908.10084","1705.00652"],"repoType":"model","baseModel":"BAAI/bge-small-en-v1.5","languages":["en"],"sourceUrl":"https://huggingface.co/SMARTICT/bge-small-en-v1.5-tr-rag-v1","evalResults":[{"task":"Information Retrieval","score":"0.6088264794383149","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.6850551654964895","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.7171514543630892","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.7482447342026078","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.6088264794383149","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.22835172183216315","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.14343029087261785","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 384"},{"task":"Information Retrieval","score":"0.07482447342026077","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 384"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en cosine_accuracy@1 cosine_accuracy@3 cosine_accuracy@5 cosine_accuracy@10 cosine_precision@1 cosine_precision@3 cosine_precision@5 cosine_precision@10 cosine_recall@1 cosine_recall@3 cosine_recall@5 cosine_recall@10 baai/bge-small-en-v1.5 bge-small-en-v1.5-tr-rag-v1 safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10","baai/bge-small-en-v1.5","bge-small-en-v1.5-tr-rag-v1","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":296},{"lfs":false,"path":"README.md","sizeBytes":39218},{"lfs":false,"path":"config.json","sizeBytes":721},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":205},{"lfs":true,"path":"model.safetensors","sizeBytes":133462128},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":52},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1433},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["bge-small-en-v1.5-tr-rag-v1"]},"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":134449773,"sizeKnown":true,"sizeLabel":"128.2 MB","sizeReason":"","declaredSizeBytes":134449773,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":87,"stars":1,"citations":0,"updatedAt":"2026-09-24T12:10:06.737Z","createdAt":"2026-09-24T12:09:26.015Z","version":"hf-main","upstream":{"gated":false,"repoId":"SMARTICT/bge-small-en-v1.5-tr-rag-v1","private":false,"repoUrl":"https://huggingface.co/SMARTICT/bge-small-en-v1.5-tr-rag-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"4a83ae71adab0419566113ecf3e970653145c54a","fetchedAt":"2026-09-24T12:09:26.012Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T12:10:06.737Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":134177232,"mirroredFiles":8,"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_55b33dfcb326ea859b4bff99dc3da2238a4894820323d8a57d0ea32caafb505d","artifactId":"hf-model-smartict-bge-small-en-v1-5-tr-rag-v1","representationId":"rep-5a46f00779b5110792c4d618e4c6c151cc065acf51358dc58519301160ae0429","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5a46f00779b5110792c4d618e4c6c151cc065acf51358dc58519301160ae0429","artifactId":"hf-model-smartict-bge-small-en-v1-5-tr-rag-v1","format":"safetensors","source":{"provider":"huggingface","identity":"SMARTICT/bge-small-en-v1.5-tr-rag-v1","revision":"4a83ae71adab0419566113ecf3e970653145c54a","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":721,"sha256":"sha256:b3d03c47ff4dd70b0131d0b28a05f2ba9f54ed07d1e02bee681dee9324c3a271","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60c845bc52de3a1259baf840214da07686491fb0cf3c9f184b28e66470fa939a"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:ed3e4a5c417f8a288a404d2d8ebc4f152205ceec0f445fbcf2dba0963d4e6da0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e7e31b41d84aabe2e74e98abe3b37f5d898dacf410635a7558a5e4af90b8759e"},{"path":"model.safetensors","role":"weight","sizeBytes":133462128,"sha256":"sha256:34aeb7297674abf0ede439de45364696c46566a74f0506b2685537637720fcb3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:83736196ffbb6e9cc6992c7a65593e1a5418dc850d6c341a43ce16780d34a34f"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ec9ed28fda705dc2a5da97c354965c9f34259d0f5116c8dc0bf5246c29a31d00"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:92d6478bc6dc3aefafe8cc0fc1c80d10810b2916147ffb723a7bb76a5c767da2"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c2ba7cd33b222c8246ad9af559d16fabbceac06137171ddb16e65771e57c258f"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a77b1a2fbf043327e21e55d253b6595ce384699e5d4ba42b8bf3d4e9213529fc"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1433,"sha256":"sha256:9ca59277519f6e3692c8685e26b94d4afca2d5438deff66483db495e48735810","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dce110896aaf327c12b9059a4944a45a8615226ddf27d7db9b8e4aaaf6f2a34b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:ae6968c88f359f73d88a0ebc815406db00ed246fd246c87754ca012221f2237a","representationDigest":"sha256:8948316f64a9f8b2464a7e0fb643aee2f4d788be69121a6c57b108794d2e8f7f","evidenceSnapshotDigest":"sha256:5dbaf8a05cf44a8117437bf351e9df5581b8314ba25dbd12b4b77d098e628470","evaluatedAt":"2026-09-24T12:10:07.143Z","authorityVersion":"sha256:065c0bfffe54211ec3883c1b39738c1587da0d41c2ef1b2622be16dc6ecc8bd8","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"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":"2026-10-31T06:52:21.285Z","evidence_url":"/api/manifests/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1"}},"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":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":134449773,"label":"128.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":87,"upstreamStars":1,"label":"87 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":"SMARTICT/bge-small-en-v1.5-tr-rag-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: SMARTICT/bge-small-en-v1.5-tr-rag-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"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-smartict-bge-small-en-v1-5-tr-rag-v1/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"SMARTICT/bge-small-en-v1.5-tr-rag-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:52:21.285Z","evidence_url":"/api/manifests/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/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":"SMARTICT/bge-small-en-v1.5-tr-rag-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: SMARTICT/bge-small-en-v1.5-tr-rag-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/distribution"},"supportedClaims":["SMARTICT/bge-small-en-v1.5-tr-rag-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","SMARTICT/bge-small-en-v1.5-tr-rag-v1 has 0 self-reported run claims; none qualify verification during limited availability.","SMARTICT/bge-small-en-v1.5-tr-rag-v1 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-smartict-bge-small-en-v1-5-tr-rag-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-bge-small-en-v1-5-tr-rag-v1/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."}}