Model: saeoshi/bge-base-financial-matryoshka
Author: saeoshi
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
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
widget: source_sentence: As of January 29, 2023, from the total aggregate lease obligations of $14.7 billion, $1.5 billion was payable within 12 months.
sentences: How can Hilton Honors members use their points?, What amount was payable within 12 months from the aggregate lease obligations as of January 29, 2023?, What action did the FTC take against the Company in relation to its money transfer services on June 28, 2022?, source_sentence: Our proximity to these businesses and the industries in which they are operating has enhanced, and is expected to continue enhancing, our own product and business development efforts, as we continue expanding access to our platforms to the broadest possible set of customers.
sentences: By what amount did the casino taxes for premium and mass players increase on March 1, 2022?, How does proximity to business and industry partners enhance product development?, What were the cash amounts associated with divestitures in 2023?, source_sentence: Long-lived and intangible assets are reviewed for impairment based on indicators of impairment and the evaluation involves estimating the future undiscounted cash flows attributable to the asset groups.
sentences: How are long-lived and intangible assets evaluated for impairment?, How much did the company pay in cash dividends per share of common stock in 2023?, What does the 'Consolidating Adjustments' refer to in Caterpillar's financial statements?, source_sentence: PricewaterhouseCoopers LLP, the firm’s independent registered public accounting firm, provided the report on the Consolidated Financial Statements.
sentences: What were the notional amounts of the foreign currency derivative contracts as of January 31, 2023 and January 31, 2022?, By what year must VML complete the development of certain gaming and non-gaming investment projects according to the concession requirements?, Which firm provided the report on the Consolidated Financial Statements?, source_sentence: The total lease payments of our operating lease liabilities as of December 31, 2023, were $1,392.1 million, from which $284.8 million of imputed interest was subtracted, resulting in operating lease liabilities amounting to $1,107.4 million.
sentences: How much did the operating lease liabilities for 2023 amount to after subtracting imputed interest?, What are the environmental compliance requirements faced by FedEx Express regarding noise and emissions?, What degrees does Timothy S. Teter hold and from which institutions?
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: 0.7314285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.86
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8928571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9314285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7314285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2866666666666667
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17857142857142852
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09314285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7314285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.86
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8928571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9314285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8333929087594086
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8018299319727891
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8044286851940381
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: 0.7285714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8585714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8857142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9228571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7285714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2861904761904762
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1771428571428571
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09228571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7285714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8585714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8857142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9228571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8289601884306094
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7984977324263041
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8018938980202133
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: 0.72
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8485714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8814285714285715
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9185714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.72
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28285714285714286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17628571428571427
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09185714285714283
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.72
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8485714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8814285714285715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9185714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8213981924114695
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7900022675736964
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7932914689465296
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: 0.7185714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8357142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8685714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9085714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7185714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2785714285714286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17371428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09085714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7185714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8357142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8685714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9085714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8138474782485956
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7835079365079362
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7871406223366487
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: 0.6814285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8028571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8385714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8857142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6814285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2676190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1677142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08857142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6814285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8028571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8385714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8857142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7831554799565414
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7505005668934236
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7546429193242324
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 35
Created: 2025-05-26 07:27:18