Model: Avinashc/bge-base-financial-matryoshka
Author: Avinashc
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: 0.6514285714285715
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8228571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8785714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6514285714285715
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16457142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08785714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6514285714285715
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8228571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8785714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.765832517664664
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7298044217687073
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.733780107239095
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: 0.6471428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7828571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8228571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8685714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6471428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16457142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08685714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6471428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7828571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8228571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8685714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7588695496897898
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.723611111111111
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7284354380762504
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: 0.6257142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7614285714285715
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8214285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.87
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6257142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2538095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16428571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.087
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6257142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7614285714285715
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8214285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.87
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7469869474164086
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7076785714285712
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.711905388391952
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: 0.62
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7371428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7828571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8485714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.62
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24571428571428572
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15657142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08485714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.62
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7371428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7828571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8485714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7301000101741961
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6927205215419503
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.697374681707091
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: 0.5728571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7014285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.73
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7828571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5728571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.23380952380952374
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.146
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07828571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5728571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7014285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.73
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7828571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6772252893840157
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.643600340136054
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6506393379163631
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 103
Created: 2024-10-15 10:20:04