Model: revtestuser/bge-base-financial-matryoshka
Author: revtestuser
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: 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:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Chevron regularly conducts employee surveys throughout the year to assess the health of the company’s culture, allowing them to gain insights into employee well-being.
sentences: What was the net cash provided by operating activities for the year ended December 31, 2023?, How often does Chevron conduct employee surveys to assess the health of its culture?, What were the total future minimum lease payments for Comcast's operating leases as of December 31, 2023?, source_sentence: Gross margin for the fiscal year decreased 250 basis points to 43.5% primarily driven by higher product costs, higher markdowns and unfavorable changes in foreign currency exchange rates, partially offset by strategic pricing actions.
sentences: How does the company maintain high standards of product quality and safety?, What were the main factors that negatively impacted NIKE's gross margin in fiscal 2023?, What was the growth rate of Visa Inc.'s commercial payments volume internationally between 2021 and 2022?, source_sentence: Mr. Teter holds a B.S. degree in Mechanical Engineering from the University of California at Davis and a J.D. degree from Stanford Law School.
sentences: What degrees does Timothy S. Teter hold and from which institutions?, What regulations are in place in Europe regarding interactions between pharmaceutical companies and physicians?, What economic factors particularly affected Garmin's consumer behavior in 2023?, source_sentence: Our Office of Diversity, Equity and Inclusion supports our focus on associate diversity, supplier diversity, and engagement with our communities.
sentences: What are the three segments of alcohol ready-to-drink beverages the company is focusing on?, How much net cash was provided by operating activities in 2023?, What is the focus of The Home Depot's Office of Diversity, Equity and Inclusion?, source_sentence: Net cash used in financing activities totaled $2,614 in 2023, compared to $4,283 in 2022.
sentences: What was the net cash used in financing activities in 2023 and how does it compare to 2022?, What are Chipotle's key strategies for business growth as discussed in their strategy?, What are the primary regulatory authorities that supervise and regulate JPMorgan Chase in the U.S.?
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: 0.6971428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8685714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9057142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6971428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1737142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09057142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6971428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8685714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9057142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.803607128355984
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.770687641723356
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.77485834386751
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: 0.6957142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8228571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9042857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2742857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0904285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8228571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9042857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.802840202489837
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7701360544217687
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7744106258164117
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: 0.6871428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8185714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8528571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8985714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17057142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08985714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8185714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8528571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8985714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.795190594370522
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7619773242630383
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7664081914180308
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: 0.6685714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8428571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8942857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6685714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16857142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08942857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6685714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8428571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8942857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7840862792892018
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7486655328798184
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7527149388922518
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: 0.6471428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7828571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8242857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8685714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6471428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16485714285714284
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08685714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6471428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7828571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8242857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8685714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7601900384958588
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.725268707482993
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7302983967510448
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-10-01 21:02:14