{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T13:52:58.465Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-kristupasc-bge-base-financial-matryoshka","repo":"KristupasC/bge-base-financial-matryoshka","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":438666260,"readinessCheckedAt":"2026-11-01T12:45:38.526Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":438666260,"readinessCheckedAt":"2026-11-01T12:45:38.526Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-kristupasc-bge-base-financial-matryoshka","owner":"KristupasC","name":"bge-base-financial-matryoshka","repo":"KristupasC/bge-base-financial-matryoshka","type":"embedding","summary":"Model from Hugging Face for sentence similarity: KristupasC/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":438929744,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"KristupasC","sourceUrl":"https://huggingface.co/KristupasC/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/KristupasC/bge-base-financial-matryoshka","evalResults":[{"task":"Information Retrieval","score":"0.7357142857142858","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.8728571428571429","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.9014285714285715","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.9271428571428572","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.7357142857142858","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.29095238095238096","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.18028571428571427","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.09271428571428571","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.7328571428571429","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.87","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.8985714285714286","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.9271428571428572","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":30161},{"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":438929744,"sizeKnown":true,"sizeLabel":"418.6 MB","sizeReason":"","declaredSizeBytes":438929744,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":102,"stars":0,"citations":0,"updatedAt":"2026-09-24T00:08:40.085Z","createdAt":"2026-09-24T00:07:50.411Z","version":"hf-main","upstream":{"gated":false,"repoId":"KristupasC/bge-base-financial-matryoshka","private":false,"repoUrl":"https://huggingface.co/KristupasC/bge-base-financial-matryoshka","disabled":false,"provider":"huggingface","repoType":"model","revision":"e086ebf1c40d5dd15f0a1050de8655d71b485056","fetchedAt":"2026-09-24T00:07:50.408Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T00:08:40.085Z","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_4760f478893149110a85d6607e927e255a4a2d2a666d5800ee88dc880a1f5b9c","artifactId":"hf-model-kristupasc-bge-base-financial-matryoshka","representationId":"rep-89daef5c4f6714fea8a708a17547a47e3ea81ec1cde882875376b06ff012d9da","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-89daef5c4f6714fea8a708a17547a47e3ea81ec1cde882875376b06ff012d9da","artifactId":"hf-model-kristupasc-bge-base-financial-matryoshka","format":"safetensors","source":{"provider":"huggingface","identity":"KristupasC/bge-base-financial-matryoshka","revision":"e086ebf1c40d5dd15f0a1050de8655d71b485056","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":740,"sha256":"sha256:44e81bd4d5aad76326def30c5a33927d96ebaf26cd96b371223fcd5b80bfb559","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7fe23725134fc26dd3a8fdcd60b77e786a762e0d9d6d80b7e50d325e9b0662a9"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:ec7e67a1d18aa54b64df72314dd9608e2cca4558e1dfdf01e781651abd2c210d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:977680c3eeb0ab87ae3b9135a26f0282ff5e798c2ec5b12b19904946bbb81cbd"},{"path":"model.safetensors","role":"weight","sizeBytes":437951328,"sha256":"sha256:2af624b16d9c07bb0a63d61f1c7367420566d5e32f0705aa70b2d61b5cd6b6df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:542c08db27565e68b594f0d58af7865efb82ad49a234582d8f5e6aebf86a331a"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0173f4c1df6bf051f771eb3fc762eaf6c0aad3a050773458441a018118cceb1d"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aa20933b20cce98fd01298d5ce25988585817a07fe80e8b5ac0362d44c14d964"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f48abf3c163518684195ec8b4bb5889ce1da849710b38965dacaeadec577be4e"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0f937be874f4919de7f897d009b5dbc1a879f8a088b0ff21b5048de059381b17"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1242,"sha256":"sha256:0b29c7bfc889e53b36d9dd3e686dd4300f6525110eaa98c76a5dafceb2029f53","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:68e07048aadfb26465e658170e190c418b6849089fd58e0a0e292337df1cfc50"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d7f53b949c9725d862c28e7dbb09bfd4055a089c636b11b6ba54872963e3b576","representationDigest":"sha256:45e0cd8f7184e16c8c47f09dc24cf497f0cd478b52d46c0c8ba31acf06fdd3de","evidenceSnapshotDigest":"sha256:387c622461963260983c8301661557a7ac79d8a7b5e48d8ec7c6f356a7e22183","evaluatedAt":"2026-09-24T00:08:40.671Z","authorityVersion":"sha256:db9ad197d4a7cef8e083ae32f2ad2fe345957ce2b99e89552c0384bf9a6a483a","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":"2026-11-01T12:45:38.526Z","evidence_url":"/api/manifests/hf-model-kristupasc-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":438929744,"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":"KristupasC/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: KristupasC/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-kristupasc-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":"KristupasC/bge-base-financial-matryoshka"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:45:38.526Z","evidence_url":"/api/manifests/hf-model-kristupasc-bge-base-financial-matryoshka"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-kristupasc-bge-base-financial-matryoshka/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-kristupasc-bge-base-financial-matryoshka","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-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":"KristupasC/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: KristupasC/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-kristupasc-bge-base-financial-matryoshka/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-kristupasc-bge-base-financial-matryoshka","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/distribution"},"supportedClaims":["KristupasC/bge-base-financial-matryoshka has 0 self-reported, unqualified Hugging Bay community reviews.","KristupasC/bge-base-financial-matryoshka has 0 self-reported run claims; none qualify verification during limited availability.","KristupasC/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-kristupasc-bge-base-financial-matryoshka/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-bge-base-financial-matryoshka/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-kristupasc-bge-base-financial-matryoshka"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-kristupasc-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."}}