{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T16:42:36.517Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-avinashc-bge-base-financial-matryoshka","repo":"Avinashc/bge-base-financial-matryoshka","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":438666260,"readinessCheckedAt":"2026-10-29T16:30:12.571Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":438666260,"readinessCheckedAt":"2026-10-29T16:30:12.571Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-avinashc-bge-base-financial-matryoshka","owner":"Avinashc","name":"bge-base-financial-matryoshka","repo":"Avinashc/bge-base-financial-matryoshka","type":"embedding","summary":"Model from Hugging Face for sentence similarity: Avinashc/bge-base-financial-matryoshka · 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-base-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-base-en-v1.5","field":"baseModel"}],"parameters":null,"size":{"bytes":438930492,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Avinashc","sourceUrl":"https://huggingface.co/Avinashc/bge-base-financial-matryoshka","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:6300","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"BAAI/bge-base-en-v1.5","derivedFrom":"BAAI/bge-base-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","2205.13147","1705.00652"],"repoType":"model","baseModel":"BAAI/bge-base-en-v1.5","languages":["en"],"sourceUrl":"https://huggingface.co/Avinashc/bge-base-financial-matryoshka","evalResults":[{"task":"Information Retrieval","score":"0.6514285714285715","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.79","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.8228571428571428","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.8785714285714286","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.6514285714285715","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.2633333333333333","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.16457142857142856","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.08785714285714284","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.6471428571428571","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.7828571428571428","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.8228571428571428","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.8685714285714285","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 512"}],"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-base-en-v1.5 bge base financial matryoshka 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-base-en-v1.5","bge base financial matryoshka","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":30909},{"lfs":false,"path":"config.json","sizeBytes":740},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":205},{"lfs":true,"path":"model.safetensors","sizeBytes":437951328},{"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":1242},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["BGE base Financial Matryoshka"]},"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":438930492,"sizeKnown":true,"sizeLabel":"418.6 MB","sizeReason":"","declaredSizeBytes":438930492,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":102,"stars":0,"citations":0,"updatedAt":"2026-09-24T00:06:22.504Z","createdAt":"2026-09-24T00:05:31.634Z","version":"hf-main","upstream":{"gated":false,"repoId":"Avinashc/bge-base-financial-matryoshka","private":false,"repoUrl":"https://huggingface.co/Avinashc/bge-base-financial-matryoshka","disabled":false,"provider":"huggingface","repoType":"model","revision":"807e410e310e5913024d8f2eafff46656f2a31be","fetchedAt":"2026-09-24T00:05:31.631Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T00:06:22.504Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":438666260,"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_3286bd2fba1b1fe7b28d8d78814fcc293970e02416b2e35696b8172252cd406f","artifactId":"hf-model-avinashc-bge-base-financial-matryoshka","representationId":"rep-ee479092e4b832eee0e3b18d7cf4ed207d4952404e207d53a9f92b9d1b8915de","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ee479092e4b832eee0e3b18d7cf4ed207d4952404e207d53a9f92b9d1b8915de","artifactId":"hf-model-avinashc-bge-base-financial-matryoshka","format":"safetensors","source":{"provider":"huggingface","identity":"Avinashc/bge-base-financial-matryoshka","revision":"807e410e310e5913024d8f2eafff46656f2a31be","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":740,"sha256":"sha256:44e81bd4d5aad76326def30c5a33927d96ebaf26cd96b371223fcd5b80bfb559","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2a73fb27be20870416ceb1b831be4b92cafe9bbccb3752f8cf975b582110ff65"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:740ff550bce9aed985a5c3dcc6a9a4e97afa463e837253d5e711e2f3aa6a2915","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1cbd1d96d15aa7f8af3e60e60b36facd8f9eaa780bc76a2c9ebbc4c943f5b125"},{"path":"model.safetensors","role":"weight","sizeBytes":437951328,"sha256":"sha256:55b0b97b1acc68fc4a475c3702aebf4602f50c17dc31235936fb5e3e642b58d3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce11c1b07d4db11619a0910d4c0e97d0ab484ddc8886591b3fc6d1e6b179f6a7"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f18e9fd9de3ec24e29364f0745c6dc7a9df5821e5c81c3a9009a2886d3593e08"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:491817f57164bbf45858988219648ff646914c147cabd9db6a109b661287ed02"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b39a25273dad7a04a94e45da469835590913a4d45cabbb271c866f9c0a47786a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9d2c6135512294f094b8cd161c22c7c957b68e43c85d8bd3533fa2c5f5e7a7e1"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1242,"sha256":"sha256:0b29c7bfc889e53b36d9dd3e686dd4300f6525110eaa98c76a5dafceb2029f53","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d6fb48c10567c6d428686059c39475682146f6695715acddaac4d22d4b8a719a"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:374d4c7efb5e18bf8c444a8681167184679676812ed61f521bbc689e57ef2609","representationDigest":"sha256:ee91200c5b5d9365123118abeae4e426054fe4bc83577d6427393e38efc22052","evidenceSnapshotDigest":"sha256:7d25ef09fc162d11e2bc5ebcebab3dcfdceffda60e5b272e8a63bd2c18019974","evaluatedAt":"2026-09-24T00:06:22.966Z","authorityVersion":"sha256:30cf4df19cebb39b3dd1e8390887ccd31474bd7b7d7cc8ec06beb2cf621bdf34","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":"2026-10-29T16:30:12.571Z","evidence_url":"/api/manifests/hf-model-avinashc-bge-base-financial-matryoshka"}},"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":438930492,"label":"418.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":102,"upstreamStars":0,"label":"102 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":"Avinashc/bge-base-financial-matryoshka"},{"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: Avinashc/bge-base-financial-matryoshka","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-avinashc-bge-base-financial-matryoshka/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Avinashc/bge-base-financial-matryoshka"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T16:30:12.571Z","evidence_url":"/api/manifests/hf-model-avinashc-bge-base-financial-matryoshka"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-avinashc-bge-base-financial-matryoshka/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-avinashc-bge-base-financial-matryoshka","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/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":"Avinashc/bge-base-financial-matryoshka"},{"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: Avinashc/bge-base-financial-matryoshka","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-avinashc-bge-base-financial-matryoshka/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-avinashc-bge-base-financial-matryoshka","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/distribution"},"supportedClaims":["Avinashc/bge-base-financial-matryoshka has 0 self-reported, unqualified Hugging Bay community reviews.","Avinashc/bge-base-financial-matryoshka has 0 self-reported run claims; none qualify verification during limited availability.","Avinashc/bge-base-financial-matryoshka 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-avinashc-bge-base-financial-matryoshka/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-avinashc-bge-base-financial-matryoshka"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-avinashc-bge-base-financial-matryoshka/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."}}