Model: thang1943/bge-base-financial-matryoshka
Author: thang1943
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
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
widget: source_sentence: Termination of the Arm Share Purchase Agreement In February 2022, NVIDIA and SoftBank Group Corp., or SoftBank, announced the termination of the Share Purchase Agreement whereby NVIDIA would have acquired Arm Limited, or Arm, from SoftBank. The parties agreed to terminate because of significant regulatory challenges preventing the completion of the transaction.
sentences: How did eBay's net revenues from the first quarter of 2023 compare to the last quarter of 2022?, Why did NVIDIA and SoftBank terminate their Share Purchase Agreement for acquiring Arm Limited?, What effects did the implementation of the Reinvention Plan have on the company's financial statements in fiscal years 2022 and 2023?, source_sentence: In the fiscal year 2023, it was disclosed that $1,963 million of certain accumulated foreign earnings continue to be indefinitely reinvested.
sentences: What does the company imply about the severity of the lawsuits and regulatory proceedings they are involved in?, How much has been indefinitely reinvested from accumulated foreign earnings as of fiscal year 2023?, Are the consolidated financial statements and notes included directly in Item 8 of the Annual Report on Form 10-K?, source_sentence: The November 2029 fixed-to-floating rate Senior Notes bear interest at a fixed rate of 6.196%, payable semi-annually, until the interest reset date on November 17, 2028.
sentences: What is the fixed interest rate for the November 2029 fixed-to-floating rate Senior Notes before the reset date?, What is the weighted-average remaining term of the financing obligations as of December 31, 2023?, How long has Humana participated in the Medicare program for private health plans?, source_sentence: Our material cash requirements include debt repayment obligations of $1.9 billion.
sentences: What percentage is the initial preferred distribution for the April preferreds issued by AT&T in 2023?, What are the two main service segments of The Charles Schwab Corporation?, What is the total debt repayment obligation mentioned in the financial outline?, source_sentence: New stores | 131 | | 333 | | 464 | | 311 | | 225 | 536
sentences: How many new stores did the Dollar Tree segment open in the fiscal year ending January 28, 2023?, How is the discount rate for the Family Dollar goodwill impairment evaluation determined?, What does IBM’s 2023 Annual Report to Stockholders include?
pipeline_tag: sentence-similarity
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
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: 0.6628571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8385714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8871428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6628571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.270952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16771428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0887142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6628571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8385714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8871428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7771376992897233
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7417278911564624
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7459340014094423
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: 0.66
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8114285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.84
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8871428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.66
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2704761904761904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16799999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0887142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.66
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8114285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.84
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8871428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7738952698065006
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7376156462585033
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7416047303260471
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: 0.6671428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8057142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8371428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.88
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6671428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1674285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.088
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6671428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8057142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8371428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.88
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7749410226388818
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7410992063492059
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.745220616023529
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: 0.6342857142857142
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8314285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8728571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6342857142857142
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1662857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08728571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6342857142857142
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8314285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8728571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7567972995851519
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7192930839002263
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7237935936286254
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: 0.6285714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7671428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8142857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8728571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6285714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2557142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16285714285714287
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08728571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6285714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7671428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8142857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8728571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7483704138772564
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7087936507936506
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7127238799035323
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 82
Created: 2025-02-17 10:20:57