Model: SatyamD31/bge-base-financial-matryoshka
Author: SatyamD31
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: 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
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: base_model: BAAI/bge-base-en-v1.5
language: en
library_name: sentence-transformers
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, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: The consolidated financial statements and accompanying notes listed in Part IV, Item 15(a)(1) of this Annual Report on Form 10-K are included elsewhere in this Annual Report on Form 10-K.
sentences: What is the carrying value of the indefinite-lived intangible assets related to the Certificate of Needs and Medicare licenses as of December 31, 2023?, What sections of the Annual Report on Form 10-K contain the company's financial statements?, What was the effective tax rate excluding discrete net tax benefits for the year 2022?, source_sentence: Consumers are served through Amazon's online and physical stores with an emphasis on selection, price, and convenience.
sentences: What decision did the European Commission make on July 10, 2023 regarding the United States?, What are the primary offerings to consumers through Amazon's online and physical stores?, What activities are included in the services and other revenue segment of General Motors Company?, source_sentence: Visa has traditionally referred to their structure of facilitating secure, reliable, and efficient money movement among consumers, issuing and acquiring financial institutions, and merchants as the 'four-party' model.
sentences: What model does Visa traditionally refer to regarding their transaction process among consumers, financial institutions, and merchants?, What percentage of Meta's U.S. workforce in 2023 were represented by people with disabilities, veterans, and members of the LGBTQ+ community?, What are the revenue sources for the Company’s Health Care Benefits Segment?, source_sentence: In addition to LinkedIn’s free services, LinkedIn offers monetized solutions: Talent Solutions, Marketing Solutions, Premium Subscriptions, and Sales Solutions. Talent Solutions provide insights for workforce planning and tools to hire, nurture, and develop talent. Talent Solutions also includes Learning Solutions, which help businesses close critical skills gaps in times where companies are having to do more with existing talent.
sentences: What were the major factors contributing to the increased expenses excluding interest for Investor Services and Advisor Services in 2023?, What were the pre-tax earnings of the manufacturing sector in 2023, 2022, and 2021?, What does LinkedIn's Talent Solutions include?, source_sentence: Management assessed the effectiveness of the company’s internal control over financial reporting as of December 31, 2023. In making this assessment, we used the criteria set forth by the Committee of Sponsoring Organizations of the Treadway Commission (COSO) in Internal Control—Integrated Framework (2013).
sentences: What criteria did Caterpillar Inc. use to assess the effectiveness of its internal control over financial reporting as of December 31, 2023?, What are the primary components of U.S. sales volumes for Ford?, What was the percentage increase in Schwab's common stock dividend in 2022?
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: 0.6985714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8414285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8657142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28047619047619043
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1731428571428571
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09199999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8414285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8657142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.92
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8114825069748515
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7767295918367347
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.779481901997206
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: 0.6871428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8342857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9157142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2780952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09157142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8342857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9157142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8039891164862677
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.767999433106576
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7710057411481398
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: 0.6885714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9028571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09028571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9028571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7989516471467306
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.765295918367347
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7692128415609499
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: 0.6728571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8485714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8814285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6728571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16971428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08814285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6728571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8485714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8814285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7821925383362863
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7497494331065757
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7546515962764364
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: 0.6457142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7871428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8371428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8771428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6457142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2623809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1674285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0877142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6457142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7871428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8371428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8771428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7643402580875925
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7279302721088433
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7322931230633279
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 93
Created: 2024-11-27 10:18:38