Model: BrooksLi/bge-base-financial-matryoshka
Author: BrooksLi
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, 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
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: highlighting the attractiveness of electric vehicles relative to the internal combustion vehicle. Many major automobile manufacturers have electric vehicles available today in major markets including the U.S., China and Europe, and other current and prospective automobile manufacturers are also developing electric vehicles.
sentences: What is the role of the Nominating and Corporate Governance Committee at NVIDIA?, Which markets feature electric vehicles from major automobile manufacturers including those from the U.S., China, and Europe?, Where in the Annual Report on Form 10-K are the contents of Item 8 included?, source_sentence: The Financial Statement Schedule can be found on page S-1 of IBM's Form 10-K.
sentences: What was the total amount of future interest payments associated with the Notes as of September 30, 2023?, What page of IBM's Form 10-K contains the Financial Statement Schedule?, What are the key components of the HPE Global Wellness Program?, source_sentence: Mr. Aujla has been the Executive Vice President and Chief Financial Officer since August 2023.
sentences: When did Mr. Aujla start his role as Executive Vice President and Chief Financial Officer at Intuit?, What type of fees are typically included in the management and franchise contracts for hotels, and how are they structured?, How are delivery sales categorized in financial statements?, source_sentence: The information required by this Item 3 is incorporated herein by reference to the information set forth under the captions 'Legal Matters' and 'Government Investigations, Audits and Reviews' in Note 12 of the Notes to the Consolidated Financial Statements included in Part II, Item 8, 'Financial Statements and Supplementary Data'.
sentences: What does the Comprehensive Environmental Response, Compensation and Liability Act impose on property owners?, When did the injunctive relief ordered in the MDL concerning prescription opiates go into effect?, What are the specific captions under which information related to legal proceedings is discussed in the consolidated financial statements?, source_sentence: The Cybersecurity Strategy outlines the key priorities for our cybersecurity program and the methods by which our Information Security department seeks to accomplish those goals, including assessing risk, prioritizing testing, identifying remedial actions and validating improvements.
sentences: What are the key priorities outlined in the cybersecurity strategy described?, What was the percentage increase in Intelligent Edge net revenue in fiscal 2023 compared to fiscal 2022?, What is the expected long-term rate of return for equities and bonds in Procter & Gamble's defined benefit retirement plans?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: BGE base Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.72
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8257142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.87
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.72
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2752380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.174
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09199999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.72
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8257142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.87
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.92
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8180758884733432
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7857511337868481
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7881375812206505
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.7185714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8257142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8628571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7185714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2752380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09199999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7185714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8257142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.92
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8163662285881317
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7836218820861677
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7860624724620763
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.7142857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8285714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9042857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7142857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27619047619047615
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09042857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7142857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8285714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9042857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8099617214364689
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7796831065759634
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7832051436484841
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.6985714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9042857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.172
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09042857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.81
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9042857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7990962073966794
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7656326530612244
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.768948747564205
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.6685714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7828571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8285714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8814285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6685714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08814285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6685714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7828571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8285714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8814285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7738846749710064
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7395878684807258
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7434959741520485
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 28
Created: 2025-08-09 13:16:25