Model: WaheedLone/bge-base-financial-matryoshka
Author: WaheedLone
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: language: en
license: apache-2.0
library_name: sentence-transformers
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
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
widget: source_sentence: The company hedges foreign currency exchange-based cash flow variability of certain fees using forward contracts designated as hedging instruments. It also holds short-term forward contracts to offset exposure to fluctuations in certain of its foreign currency denominated cash balances and intercompany financing arrangements, without designating these forward contracts as hedging instruments.
sentences: What was the total stockholders' equity at Amazon.com, Inc. as of December 31, 2021?, How does the company manage fluctuations in foreign currency exchange rates?, What are some of the potential consequences for Meta Platforms, Inc. from inquiries or investigations as noted in the provided text?, source_sentence: The Financial Statement Schedule is located on page S-1 of IBM’s 2023 Form 10-K.
sentences: How is Hewlett Packard addressing competition in the enterprise IT infrastructure market?, Where in IBM’s 2023 Form 10-K can the Financial Statement Schedule be found?, What was Intuit's Net Income in fiscal year 2023?, source_sentence: Sales of DARZALEX in 2023 showed a 22.2% increase over the previous year.
sentences: How much did DARZALEX sales increase in 2023 compared to the previous year?, What strategic focus does Etsy have for its marketplace?, Since when has Mr. Goodarzi been the President and CEO of Intuit?, source_sentence: Chubb Limited further advanced their goal of greater product, customer, and geographical diversification with incremental purchases that led to a controlling majority interest in Huatai Insurance Group Co. Ltd, owning about 76.5 percent as of July 1, 2023.
sentences: What are the primary sources of revenue for Salesforce, Inc. as described in their consolidated financial statements?, What acquisitions did Hershey complete to expand its snacking portfolio, and when did these occur?, What percentage of the Huatai Insurance Group Co. Ltd does Chubb Limited own as of July 1, 2023?, source_sentence: The consolidated balance sheets of Visa Inc. as of September 30, 2023, list the total current assets at $33,532 million.
sentences: What was the total of Visa Inc.'s current assets as of September 30, 2023?, What was Garmin Ltd.'s net income for the fiscal year ended December 30, 2023?, By what percentage did online sales grow in fiscal 2022 compared to fiscal 2021?
pipeline_tag: sentence-similarity
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: 0.6885714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8285714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9128571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27619047619047615
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09128571428571426
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8285714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9128571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8022848173323525
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7666422902494329
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7696751281834099
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: 0.6928571428571428
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: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6928571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27428571428571424
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09099999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6928571428571428
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: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8016907244180009
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7668412698412699
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.770110214157224
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: 0.8628571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9014285714285715
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: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09014285714285712
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: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9014285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7962767797304091
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7623021541950112
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7656765331908582
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: 0.6742857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8057142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8528571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8942857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6742857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17057142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08942857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6742857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8057142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8528571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8942857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7861958176742697
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7513151927437639
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7548627394954026
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: 0.6428571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7971428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8185714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8685714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6428571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26571428571428574
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1637142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08685714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6428571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7971428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8185714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8685714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7590638034734002
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7236972789115643
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7282650681776726
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 139
Created: 2024-06-10 13:56:27