Model: RK-1235/bge-base-financial-matryoshka
Author: RK-1235
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, base_model:finetune:BAAI/bge-base-en, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en
widget: source_sentence: Employee health, safety and wellness are top priorities at Hasbro. We support our colleagues’ well-being, which includes mental, physical and financial wellness, through a number of programs, including: robust employee assistance programs, childcare solutions, and a commitment to flexible work arrangements.
sentences: What percentage of the total annual net trade sales did the sales returns reserve represent for the company during each of the fiscal years 2023, 2022, and 2021?, How does Hasbro support the wellness of its employees?, What was the conclusion of the Company's review regarding the impact of the American Rescue Plan, the Consolidated Appropriations Act, 2021, and related tax provisions on its business for the fiscal year ended June 30, 2023?, source_sentence: The Company has a minority market share in the global smartphone, personal computer and tablet markets. The Company faces substantial competition in these markets from companies that have significant technical, marketing, distribution and other resources, as well as established hardware, software and digital content supplier relationships. In addition, some of the Company’s competitors have broader product lines, lower-priced products and a larger installed base of active devices. Competition has been particularly intense as competitors have aggressively cut prices and lowered product margins.
sentences: When did The Hershey Company declare the dividend that was paid on March 15, 2023?, What factors contribute to the Company facing substantial competition in the markets for smartphones, personal computers, and tablets?, How is goodwill impairment analyzed?, source_sentence: During fiscal 2022, there were cash payments of $6.7 billion for repurchases of common stock through open market purchases.
sentences: What was the value of cash payments for common stock repurchases through open market purchases during fiscal 2022?, How much did the Compute & Networking segment's gross margin decrease in fiscal year 2023?, What different methods does Amazon use to engage and retain employees?, source_sentence: Walmart Luminate provides a suite of data products for merchants and suppliers.
sentences: What pages do the Consolidated Financial Statements and their accompanying Notes and reports appear on in the document?, What was the percentage change in NYSE total cash handled volume from 2022 to 2023?, What is the function of Walmart Luminate?, source_sentence: Item 8. Financial Statements and Supplementary Data. The Consolidated Financial Statements, together with the Notes thereto and the report thereon dated February 16, 2024, of PricewaterhouseCoopers LLP, the Firm’s independent registered public accounting firm (PCAOB ID 238).
sentences: What type of data does Item 8 in a financial document contain?, How did the assumptions and estimates used for assessing the fair value of reporting units potentially impact the company's financial statements?, What factors are considered when making estimates for financial statements?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8085714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8457142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8971428571428571
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: 0.16914285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0897142857142857
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: 0.8457142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7865930155219738
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7513843537414966
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7557719880493065
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: 0.6757142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8028571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8428571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8985714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6757142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2676190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16857142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08985714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6757142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8028571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8428571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8985714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7863602981225716
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7506723356009066
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7548698884294927
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: 0.66
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8014285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8357142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8857142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.66
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2671428571428571
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16714285714285715
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08857142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.66
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8014285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8357142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8857142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7743087109260547
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7385827664399089
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7433610337185579
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: 0.6428571428571429
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: 0.8742857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6428571428571429
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: 0.08742857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6428571428571429
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: 0.8742857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7587359015797734
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.721862244897959
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7268471468282919
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: 0.6071428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7228571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.77
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.83
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6071428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24095238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15399999999999997
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08299999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6071428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7228571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.77
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.83
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7157221484498469
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6795391156462584
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6851689163253399
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 30
Created: 2025-06-04 07:31:59