Model: Baba-Voss/bge-base-financial-matryoshka
Author: Baba-Voss
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: Which item discusses Financial Statements and Supplementary Data?
sentences: To support its transition to EVs, GM is advancing strategic sourcing initiatives to develop a North America-focused EV supply chain through investments in raw material suppliers and strategic supply agreements., Item 8 is specifically designated for discussing 'Financial Statements and Supplementary Data'., In the year the operating income is listed as $529, the adjusted operating income is recorded as $709., source_sentence: What was the total net sales and revenue for the year 2023 as reported?
sentences: These factors include, among others, the risks associated with our ability to maintain our concession in Macao and gaming license in Singapore; the extensive regulations to which we are subject and the costs of compliance or failure to comply with such regulations., In the year 2023, the total net sales and revenue amounted to $171,842 million, as derived from the specified sums of the various business segments within the company., Acquisition-related expenses | $ | — | | $ | 41,394 |, source_sentence: How much did eBay's FX-Neutral net revenues increase in 2023 compared to 2022?
sentences: FX-Neutral net revenues (as defined above) increased 4% compared to 2022., In the case of the 2031 Notes, the maturity date is September 1, 2031, and for the 2051 Notes, it is June 1, 2051., Our definitions may differ from the definitions used by other companies and therefore comparability may be limited., source_sentence: How much did the variable portion of the Macao gaming annual premium amount to in 2023?
sentences: Energy & Transportation's total sales were $28.001 billion in 2023, an increase of $4.249 billion, or 18... and profit was $4.936 billion in 2023, an increase of $1.627 billion, or 49 percent..., The timing and cost of our inventory purchases will vary depending on a variety of factors such as revenue growth, assortment and purchasing decisions, product costs including freight and duty, and the availability of production capacity and speed., In addition to the base portion, the variable portion of the Macao gaming annual premium required an additional investment of approximately $691 million by December 2032., source_sentence: What is required of hotel owners if they do not participate in the company's insurance programs?
sentences: If hotel owners do not participate in the company's insurance programs, they must purchase insurance programs that are consistent with the company's requirements., As of March 31, 2023, approximately $925 million of our cash and cash equivalents were domiciled in foreign tax jurisdictions and all of our foreign cash is available for repatriation without a material tax cost., Exposures are aggregated, monitored, and actively managed by our Global Credit Committee, comprising senior executives, including our Chief Financial Officer, our Chief Risk ejectedf Officer, our Chief Investment Officer, and our Treasurer.
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: 0.7014285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8514285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8842857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9185714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7014285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28380952380952384
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09185714285714283
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7014285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8514285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8842857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9185714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8152030058996206
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7815045351473924
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7845230610318351
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: 0.6971428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.85
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8842857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9157142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6971428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2833333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09157142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6971428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.85
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8842857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9157142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8122809215040346
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7784404761904762
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7817390702828058
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: 0.69
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8385714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.87
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.69
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2795238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.174
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.69
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8385714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.87
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8063279878638956
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7713594104308387
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7746073917786241
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8528571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8985714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.68
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17057142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08985714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.68
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8528571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8985714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7919221014433537
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7576541950113377
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.761697822181526
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: 0.6457142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7957142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8342857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8742857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6457142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2652380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16685714285714284
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08742857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6457142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7957142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8342857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8742857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7636456448578423
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7278078231292514
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.73238079317829
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 49
Created: 2025-03-31 20:46:29