Model: ethan-ky/bge-base-financial-matryoshka
Author: ethan-ky
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: base_model: BAAI/bge-base-en-v1.5
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: As of January 31, 2023, the weighted average remaining lease term for operating leases was 7 years and for finance leases was 3 years.
sentences: What was the Company's net deferred tax assets as of December 30, 2023, and December 31, 2022?, What were the weighted average remaining lease terms for operating and finance leases as of January 31, 2023?, How much did the net investment income change from 2021 to 2023?, source_sentence: The 4.500% notes due in August 2034 have an interest rate of 4.55%.
sentences: What types of insurance coverage does the company provide to its employees at no premium cost, as part of their general employee benefits package?, What is the interest rate for the 4.500% notes due in August 2034?, How much did the company's revenues decrease in 2023 compared to 2022?, source_sentence: In 2023, other income (expense), net included $376 million of interest income, partially offset by $167 million of net unrealized losses on equity investments. Other income (expense), net in 2022 included $657 million of net unrealized losses on equity investments, partially offset by $106 million of interest income.
sentences: What contributed to the net other income (expense) in 2023?, What types of products does the Canada operation offer?, What was the net change in cash and cash equivalents in 2022?, source_sentence: We believe the claims in these cases are without merit and are vigorously defending these lawsuits.
sentences: Where in the Annual Report can one find a description of certain legal matters and their impact on the company?, What is the goal of the company regarding its global corporate operations by 2030?, What is the stance of the defending airlines on the claims made against them in the capacity antitrust litigation?, source_sentence: North America's total net revenues for the fiscal year ended October 1, 2023, were $26,569.6 million.
sentences: What was the total net revenue for North America in fiscal 2023?, What are the consequences of impermissible use or disclosure of PHI according to the HITECH Act?, What does the index in a financial report indicate?
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: 0.6171428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7457142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8114285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8585714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6171428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24857142857142858
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16228571428571428
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08585714285714285
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6171428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7457142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8114285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8585714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7357204832416036
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6965260770975052
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7015509951793545
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: 0.6214285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.74
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8642857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6214285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24666666666666665
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08642857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6214285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.74
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8642857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.738181682287809
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6983236961451246
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7027820040111107
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: 0.6
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7271428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7928571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8442857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24238095238095236
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15857142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08442857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7271428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7928571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8442857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7182448637999702
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6782879818594099
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.683606591058064
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: 0.5728571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7014285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7557142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8157142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5728571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2338095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1511428571428571
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08157142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5728571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7014285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7557142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8157142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6915163160852085
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6521536281179136
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6580414471513885
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: 0.5142857142857142
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6371428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6728571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7357142857142858
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5142857142857142
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.21238095238095234
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13457142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07357142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5142857142857142
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6371428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6728571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7357142857142858
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6197107516374883
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5832369614512468
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5907376271746598
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-07-27 08:36:26