Model: soumyamohanty/bge-base-financial-matryoshka
Author: soumyamohanty
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: 0.6914285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8242857142857143
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: 0.6914285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2747619047619047
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: 0.6914285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8242857142857143
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: 0.8001742273464236
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7658900226757365
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7693313940606344
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: 0.8185714285714286
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: 0.6828571428571428
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: 0.6828571428571428
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: 0.7959178713872351
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7598293650793652
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7629362279677376
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: 0.8171428571428572
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: 0.2723809523809524
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: 0.8171428571428572
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: 0.7924416061736097
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.75921768707483
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7630606480939189
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: 0.8057142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8414285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8785714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6671428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16828571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08785714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6671428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8057142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8414285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8785714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7745457590554945
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7409671201814058
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7452795572426609
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: 0.6471428571428571
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: 0.86
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6471428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2595238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16342857142857142
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08599999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6471428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7785714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8171428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.86
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7539969133623579
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7200011337868478
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7247550551746385
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-11-27 10:14:25