Model: prateek-genpact/bge-base-financial-matryoshka
Author: prateek-genpact
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: 0.69
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8257142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9071428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.69
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2752380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17199999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0907142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.69
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8257142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9071428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7994885838288294
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7649869614512469
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7684112567275864
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: 0.6857142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8185714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9085714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6857142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09085714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6857142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8185714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9085714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7970775826295059
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7613707482993197
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7644783891360792
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: 0.6871428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8157142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8542857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8957142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27190476190476187
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17085714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08957142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8157142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8542857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8957142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7923802244871786
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7591462585034014
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7629954573218128
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: 0.6642857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8042857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8414285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8771428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6642857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2680952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16828571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0877142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6642857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8042857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8414285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8771428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7729042514347159
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7391456916099772
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7436064324590517
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: 0.64
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7785714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8171428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8614285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.64
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2595238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16342857142857142
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08614285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.64
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7785714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8171428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8614285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7515623608966874
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7163100907029478
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7209387544902038
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 86
Created: 2024-11-27 10:29:48