Model: elsayovita/bge-base-financial-matryoshka-testing
Author: elsayovita
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: The net interest income for the first quarter of 2023 was $14,448 million.
sentences: What was the fair value of investments in fixed maturity securities at the end of 2023 after a hypothetical 100 basis point increase in interest rates?, What was the net interest income for the first quarter of 2023?, What are the expected consequences of the EMIR 3.0 proposals for ICE Futures Europe and ICE Clear Europe?, source_sentence: The consolidated financial statements and accompanying notes are listed in Part IV, Item 15(a)(1) of the Annual Report on Form 10-K
sentences: What was the total amount invested in purchases from Vebu during the year ended December 31, 2023?, What section of the Annual Report on Form 10-K includes the consolidated financial statements and accompanying notes?, What is the purpose of using constant currency to measure financial performance?, source_sentence: Cash provided by operating activities was impacted by the provision from the Tax Cuts and Jobs Act of 2017 which became effective in fiscal 2023 and requires the capitalization and amortization of research and development costs. The change increased our cash taxes paid in fiscal 2023.
sentences: How much did the provision from the Tax Cuts and Jobs Act increase the cash taxes paid in fiscal 2023?, What is the principal amount of debt maturing in fiscal year 2023?, What is the projected increase in effective tax rate starting from fiscal 2024?, source_sentence: Item 8. Financial Statements and Supplementary Data.
sentences: How does FedEx Express primarily fulfill its jet fuel needs?, What legislative act in the United States established a new corporate alternative minimum tax of 15% on large corporations?, What is the title of Item 8 that covers financial data in the report?, source_sentence: Electronic Arts paid cash dividends totaling $210 million during the fiscal year ended March 31, 2023.
sentences: What was the total cash dividend paid by Electronic Arts in the fiscal year ended March 31, 2023?, What was the SRO's accrued amount as a receivable for CAT implementation expenses as of December 31, 2023?, What percentage of our total U.S. dialysis patients in 2023 was covered under some form of government-based program?
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: 0.6842857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8985714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6842857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.172
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08985714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6842857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8985714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7929325221389678
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7588820861678003
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7629563080276819
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: 0.6857142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8585714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9057142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6857142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1717142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09057142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6857142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8585714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9057142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7963845502294126
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7614115646258502
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7648837754793252
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8042857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.89
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6771428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2680952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17142857142857137
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08899999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6771428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8042857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.89
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.784627431591255
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7506218820861676
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7549970210504993
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: 0.6614285714285715
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7957142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8271428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.88
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6614285714285715
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2652380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1654285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.088
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6614285714285715
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7957142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8271428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.88
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7728766261768507
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7384614512471652
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.74301468254304
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: 0.6128571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7628571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7957142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8471428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6128571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2542857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15914285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0847142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6128571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7628571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7957142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8471428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7315764159717033
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6946094104308389
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7001749041654559
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-09-03 07:46:19