Model: IlhamEbdesk/bge-base-financial-matryoshka_test
Author: IlhamEbdesk
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:700, 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: base_model: BAAI/bge-base-en-v1.5
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:700, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Goodwill arising from the acquisition of Xilinx was valued at $22,784 million, attributed mainly to increased synergies expected from the integration of Xilinx into the Company's Embedded and Data Center segments.
sentences: What growth strategy does lululemon plan to employ for their operations in China Mainland?, What was the fair value of the goodwill generated from the acquisition of Xilinx?, How did the products gross margin percentage change from 2022 to 2023?, source_sentence: In 2023, UnitedHealthcare's regulated subsidiaries paid $8.0 billion in dividends to their parent companies.
sentences: What amount did UnitedHealthcare's regulated subsidiaries pay as dividends to their parent companies in 2023?, What initiative does the Basel, Rotterdam and Stockholm Conventions focus on?, What is the primary target of Palantir's customer acquisition strategy?, source_sentence: These assumptions about future disposition of inventory are inherently uncertain and changes in our estimates and assumptions may cause us to realize material write-downs in the future.
sentences: How did the return on average common stockholders’ equity (GAAP) change from 2021 to 2023?, What is the effect of changes in inventory estimates on the company's financial statements?, What is the principal business experience of David M. Chojnowski before his current role as Senior Vice President and Controller?, source_sentence: During the years ended December 31, 2021, 2022 and 2023, the weighted-average fair value of stock options granted under the Plans was $96.50, $79.75 and $65.22 per share, respectively.
sentences: What was the weighted-average grant-date fair value of stock options granted in 2021, 2022, and 2023?, What major weather events contributed to the increase in losses reported in 2023?, What is the V2MOM, and how is it used within the company?, source_sentence: During fiscal year 2023, we repurchased 10.4 million shares for approximately $1,295 million.
sentences: How much does Kroger plan to invest in training its associates in 2023?, What total amount was spent on share repurchases during fiscal year 2023?, What judicial decision occurred in August 2023 regarding the antitrust lawsuits against the airlines?
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: 0.6742857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8052380952380952
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8458730158730159
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8933333333333333
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6742857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26841269841269844
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16917460317460317
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08933333333333332
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6742857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8052380952380952
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8458730158730159
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8933333333333333
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7837644898436449
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7486834215167553
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7524444605977678
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: 0.669047619047619
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8023809523809524
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8444444444444444
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.893015873015873
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.669047619047619
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26746031746031745
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1688888888888889
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08930158730158728
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.669047619047619
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8023809523809524
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8444444444444444
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.893015873015873
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7805515576068588
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.744609410430839
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7483879357643801
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: 0.6623809523809524
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7933333333333333
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8334920634920635
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8831746031746032
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6623809523809524
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2644444444444444
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16669841269841268
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08831746031746031
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6623809523809524
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7933333333333333
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8334920634920635
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8831746031746032
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.772554826031694
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7372027588813304
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7413385015201707
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: 0.6419047619047619
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7698412698412699
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8131746031746032
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8628571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6419047619047619
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2566137566137566
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16263492063492063
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08628571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6419047619047619
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7698412698412699
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8131746031746032
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8628571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7522219583193863
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7168462459057695
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7216902902285594
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: 0.5901587301587301
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7241269841269842
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7661904761904762
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8185714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5901587301587301
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24137566137566135
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15323809523809523
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08185714285714285
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5901587301587301
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7241269841269842
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7661904761904762
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8185714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7039266407844053
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6673720710506443
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6731612260450521
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-08-07 09:19:52