Model: cristuf/bge-base-financial-matryoshka
Author: cristuf
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: language: en
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
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
widget: source_sentence: Item 3—Legal Proceedings See discussion of Legal Proceedings in Note 10 to the consolidated financial statements included in Item 8 of this Report.
sentences: How much did the company's finance lease obligations total as of December 31, 2023?, What do Note 10 and Item 8 of the report encompass?, What was the basic earnings per common share attributable to Comcast Corporation shareholders in 2023?, source_sentence: Our quarterly Insurance segment earnings and operating cash flows are impacted by the Medicare Part D benefit Grant program, the changing membership composition, and the multistage plan period starting annually on January 1. These plan designs generally result in us sharing a greater portion of the responsibility for total prescription drug costs in the early stages and less in the latter stages.
sentences: What are the two main categories into which Ford Motor Company classifies its costs and expenses, excluding those related to Ford Credit?, How does the benefit design of Medicare Part D impact the quarterly insurance segment earnings and operating cash flows?, What basis is used to record HTM investment securities in Schwab's financial statements?, source_sentence: Operating Profit in the Wizards of the Coast and Digital Gaming segment decreased 2% to $538.3 million.
sentences: How much did the Wizards of the Coast and Digital Gaming segment's operating profit change in 2022?, What factors are considered in evaluating the lifetime losses for most loans and receivables?, How did the loss on certain U.S. affiliates impact the Company's effective tax rate in the fiscal fourth quarter of 2021?, source_sentence: In 2023, the net earnings of Johnson & Johnson were $35,153 million. The company also registered cash dividends paid amounting to $11,770 million for the year, priced at $4.70 per share.
sentences: What was the postpaid churn rate for AT&T Inc. in 2023?, What was the GAAP net revenue for the fiscal year ended October 31, 2023?, What were the total net earnings of Johnson & Johnson in the year 2023?, source_sentence: During fiscal 2022, GameStop Corp increased its valuation allowances by approximately $70.2 million in various jurisdictions.
sentences: How much did GameStop Corp's valuation allowances increase during fiscal 2022?, How does Gilead ensure an inclusive and diverse workforce?, What factors are considered in determining the estimated future warranty costs for connected fitness and Precor branded fitness products?
pipeline_tag: sentence-similarity
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: 0.7185714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.83
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8714285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7185714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27666666666666667
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17428571428571427
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.091
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7185714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.83
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8714285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8137967516958747
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7830442176870747
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7866777593387027
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: 0.7114285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8728571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7114285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17457142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7114285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8728571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8123538841130576
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7798667800453513
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7831580648041446
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: 0.7
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8285714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8614285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9042857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2761904761904762
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09042857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8285714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8614285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9042857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8043112987059042
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7721706349206346
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7759026470022171
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: 0.6857142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8071428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8971428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6857142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26904761904761904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1714285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0897142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6857142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8071428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.79087795854059
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7568854875283447
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7608935817550728
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: 0.66
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7757142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8128571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8671428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.66
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25857142857142856
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16257142857142853
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0867142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.66
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7757142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8128571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8671428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7616045249840884
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7281247165532877
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7330922421864847
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 137
Created: 2024-06-23 17:28:01