Model: MistyDragon/bge-small-financial-matryoshka
Author: MistyDragon
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-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
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-small-en-v1.5
widget: source_sentence: During the year ended December 31, 2023, cash flows used in investing activities also included proceeds from the sale of our investment in Saudi Cinema Company, LLC of $30.0 million.
sentences: What are some of the risks associated with the company's ability to maintain its concession in Macao and gaming license in Singapore?, What were the proceeds from the sale of investment in Saudi Cinema Company, LLC during 2023?, What financial impact did the change in accounting estimate regarding server and network equipment have on Microsoft in fiscal year 2023?, source_sentence: During 2023, U.S. sales of natural gas averaged 4.7 billion cubic feet per day.
sentences: What constitutes a material weakness in internal control over financial reporting, according to the criteria set by COSO?, What was Chevron's total average daily sales of natural gas in the U.S. in 2023?, What total amount of assets were measured at fair value as of January 31, 2022, and how is this divided across the fair value hierarchy levels?, source_sentence: The net cash provided by operating activities during fiscal 2023 was related to net income of $208 million, adjusted for non-cash items including $3.8 billion of depreciation and amortization and $3.3 billion related to stock-based compensation expense.
sentences: What was the net cash provided by operating activities for fiscal 2023?, How does Nike protect its intellectual property rights against infringement?, What specific feature does the Peloton Bike+ offer regarding workout experience?, source_sentence: Year-over-Year Changes in Operating Results for 2023 compared to 2022 showed a decrease of $1,858 million for FedEx Express, an increase of $498 million for FedEx Ground, and an increase of $262 million for FedEx Freight.
sentences: How did comparable sales growth, including fuel, contribute to net sales for Sam's Club in fiscal 2023?, What is the role of Level 1, Level 2, and Level 3 inputs in the fair value hierarchy according to ASC 820?, What were the operating results changes year-over-year for the FedEx Express, Ground, and Freight segments in 2023 compared to 2022?, source_sentence: Caterpillar Insurance Co. Ltd. is registered as a Class 2 (General Business) and Class B (Long-Term) insurer with the Bermuda Monetary Authority.
sentences: What types of insurance licenses does Caterpillar Insurance Co. Ltd. hold in Bermuda?, What is indicated by 'Item 8' in a financial document?, What does Gross Merchandise Volume (GMV) represent in financial terms?
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 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.6985714285714286
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: 0.9171428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
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: 0.09171428571428569
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
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: 0.9171428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8091312862711041
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7744716553287979
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.778107400978576
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9171428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6771428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09171428571428569
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6771428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9171428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7978178514618532
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7596043083900226
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7625576612954725
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: 0.8014285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8542857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9028571428571428
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: 0.17085714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09028571428571427
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: 0.8542857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9028571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7797125058125993
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7404512471655325
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7439184556821083
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 38
Created: 2025-06-27 06:56:46