Model: tessimago/bge-base-financial-matryoshka
Author: tessimago
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: Total company-operated stores | 711 | | 655
sentences: What type of financial documents are included in Part IV, Item 15(a)(1) of the Annual Report on Form 10-K?, What is the total number of company-operated stores as of January 28, 2024?, When does the 364-day facility entered into in August 2023 expire, and what is its total amount?, source_sentence: GM empowers employees to 'Speak Up for Safety' through the Employee Safety Concern Process which makes it easier for employees to report potential safety issues or suggest improvements without fear of retaliation and ensures their safety every day.
sentences: What item number is associated with financial statements and supplementary data in documents?, How does GM promote safety and well-being among its employees?, What are the main features included in the Skills for Jobs initiative launched by Microsoft?, source_sentence: Under the 2020 Plan, the exercise price of options granted is generally at least equal to the fair market value of the Company’s Class A common stock on the date of grant.
sentences: How is the exercise price for incentive stock options determined under Palantir Technologies Inc.’s 2020 Equity Incentive Plan?, What were the dividend amounts declared by AT&T for its preferred and common shares in December 2022 and December 2023?, What does Item 8 in a document usually represent?, source_sentence: On December 22, 2022, the parties entered into a settlement agreement to resolve the lawsuit, which provides for a payment of $725 million by us. The settlement was approved by the court on October 10, 2023, and the payment was made in November 2023.
sentences: What is the purpose of GM's collaboration efforts at their Global Technical Center in Warren, Michigan?, How does the acquisition method affect the financial statements after a business acquisition?, What was the outcome of the 2019 consumer class action regarding the company's user data practices?, source_sentence: Item 8, titled 'Financial Statements and Supplementary Data,' is followed by an index to these sections.
sentences: What section follows Item 8 in the document?, What is the total assets and shareholders' equity of Chubb Limited as of December 31, 2023?, How does AT&T emphasize diversity in its hiring practices?
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: 0.7385714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8642857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8942857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9342857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7385714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28809523809523807
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17885714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09342857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7385714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8642857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8942857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9342857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8387370920568787
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8078395691609976
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8102903092098301
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: 0.7414285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8557142857142858
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8942857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9328571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7414285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2852380952380953
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17885714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09328571428571426
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7414285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8557142857142858
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8942857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9328571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8380676321786823
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8075895691609978
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8101143502932845
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: 0.7357142857142858
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.85
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8814285714285715
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7357142857142858
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2833333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17628571428571424
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09199999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7357142857142858
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.85
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8814285714285715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.92
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8286016704428653
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7992942176870748
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8028214002001232
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: 0.7142857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.84
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.87
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9128571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7142857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.174
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09128571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7142857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.84
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.87
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9128571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8153680997284491
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7840521541950115
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7875962124214356
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8085714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8371428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8857142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6771428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26952380952380955
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1674285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08857142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6771428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8085714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8371428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8857142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7840147713456539
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7513815192743762
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.755682487136274
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 160
Created: 2024-09-17 14:53:28