Model: Siddarth-Pattnaik/bge-base-financial-matryoshka
Author: Siddarth-Pattnaik
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: 0.6928571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8228571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8585714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9071428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6928571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2742857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1717142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0907142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6928571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8228571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8585714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9071428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8007606800703652
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7666848072562357
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7701076036783242
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: 0.6828571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8657142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9085714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6828571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17314285714285713
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09085714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6828571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8657142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9085714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7960037576523568
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7599064625850339
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7630550811087661
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: 0.8571428571428571
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: 0.1714285714285714
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: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8957142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.792255214530227
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7589778911564625
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7628117314768058
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: 0.6671428571428571
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: 0.6671428571428571
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: 0.6671428571428571
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: 0.7738203330453451
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7404336734693875
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7448735533154559
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: 0.6442857142857142
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.78
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8185714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8585714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6442857142857142
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1637142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08585714285714285
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6442857142857142
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.78
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8185714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8585714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7525023407318621
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7183741496598638
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7232813780244792
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-11-27 10:14:17