Model: ybWw/bge-base-financial-matryoshka
Author: ybWw
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, 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, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: 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: In 2023, the foreign exchange effect on APAC's revenues showed an unfavorable impact of $1,759 million.
sentences: How did the change in non-rolling chip win percentage at The Venetian Macao from 2022 to 2023 affect overall revenues?, What was the foreign exchange effect on APAC's revenues in 2023?, What are the characteristics of Garmin’s Force Trolling Motors?, source_sentence: The estimated cost of inventory for expected product returns was $226 million and $194 million as of May 31, 2023 and 2022, respectively, and was recorded in Prepaid expenses and other current assets on the Consolidated Balance Sheets.
sentences: What factors influenced the cash conversion cycle during fiscal year 2023?, What were the estimated costs of inventory for expected product returns as of May 31, 2023 and 2022, and how were these costs recorded on the Consolidated Balance Sheets?, What are the potential consequences of the company being involved in lawsuits related to their acquisitions?, source_sentence: The Concession requires the company to increase its investment in non-gaming projects by up to 20% in the following year if Macao's annual market gross gaming revenue achieves or exceeds 180 billion patacas.
sentences: What is the required increase in non-gaming investment for the company if Macao's annual gross gaming revenue exceeds a certain threshold?, What is the valuation allowance of the company as of January 31, 2023?, What was the percentage decrease in net operating revenues due to foreign currency exchange rate fluctuations in 2023?, source_sentence: During the 2023 audit, a critical matter was the auditing of Delta Air Lines' employee benefit plan assets. Specifically, the valuation of assets measured at Net Asset Value (NAV) posed a challenge due to the significant judgment involved in estimating their fair value, primarily affected by a delay in obtaining relevant data from investment fund managers.
sentences: What is the mission of the company described in the text?, What was the percentage increase or decrease in total research and development expenses for the company from the previous year?, What significant accounting matter related to Delta Air Lines' employee benefit plans was addressed in the 2023 audit?, source_sentence: A 1% increase in medical cost PMPM trend factors led to an increase in medical costs payable by $1,128 million for the most recent two months as of December 31, 2023.
sentences: What financial impact would a 1% increase in medical cost PMPM trend factors have on medical costs payable for the most recent two months as of December 31, 2023?, How does Kroger present its financial performance in its reporting?, What type of merchandising strategy does AutoZone employ to ensure customer satisfaction?
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: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.6842857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8185714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6842857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1714285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6842857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8185714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7945477585006253
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7606122448979591
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7642505598444385
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6771428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1714285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6771428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7898291331612092
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7544075963718821
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7578545086967818
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: 0.6828571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8557142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.89
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6828571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08899999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6828571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8557142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.89
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.789006338619091
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7562443310657596
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7601401161539556
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: 0.6657142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8314285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.88
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6657142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16628571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.088
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6657142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8314285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.88
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.774536493588219
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.740644557823129
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7444027281070795
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: 0.6357142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7685714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8085714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8514285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6357142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2561904761904762
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1617142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08514285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6357142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7685714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8085714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8514285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7446661935095178
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7103339002267574
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7149306052438406
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 37
Created: 2025-05-15 09:31:06