Model: ValentinaKim/bge-base-financial-matryoshka
Author: ValentinaKim
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: In the Annual Report on Form 10-K, the consolidated financial statements are included immediately following Part IV and incorporated by reference.
sentences: What movies contributed to higher revenue in 2023 compared to the previous year?, How are the financial statements incorporated in the 10-K report?, What was the ending store count for the Family Dollar segment after the fiscal year ended January 28, 2023?, source_sentence: Readers are cautioned not to place undue reliance on forward-looking statements, which speak only as of the date they are made. We undertake no obligation to update or revise publicly any forward-looking statements, whether because of new information, future events, or otherwise.
sentences: What impact did the IRS deadline extension in 2023 have on Intuit's fiscal results?, What risks are associated with relying on forward-looking statements according to the provided text?, What were the total minimum lease payments and their net amounts after imputed interest for operating and finance leases as of January 31, 2023?, source_sentence: CMS made significant changes to the structure of the hierarchical condition category model in version 28, which may impact risk adjustment factor scores for a larger percentage of Medicare Advantage beneficiaries and could result in changes to beneficiary RAF scores with or without a change in the patient’s health status.
sentences: What significant regulatory change did CMS make to the hierarchical condition category model in its version 28?, Which section of IBM’s 2023 Annual Report is reserved for Financial Statements and Supplementary Data?, What strategic goals are set for the Printing segment at HP Inc.?, source_sentence: In December 2023, the FCA published a consultation proposing to revise the U.K. commodity derivatives framework. The FSMA 2023 reformed the U.K.’s commodity derivatives regulatory regime including revoking the MIFID II position limit requirements and transferring the powers to set position limits and controls from the FCA to the operator of trading venues. The FCA proposal requires U.K. trading venues to set position limits for critical and related contracts, to establish accountability thresholds and to report enhanced position data.
sentences: What was the percentage increase in revenues from aviation services in 2023 compared to 2022?, What was the impairment loss recognized by the Company due to TDA integration and restructuring efforts for the year ending December 31, 2023?, What changes did the FCA propose in its December 2023 consultation regarding the U.K. commodity derivatives framework?, source_sentence: Operating cash flow provides the primary source of cash to fund operating needs and capital expenditures.
sentences: What is the primary source of cash used by the company to fund operating needs and capital expenditures?, What kinds of products and services does the Company provide under the AARP Program?, What was the total assets under supervision (AUS) for all categories combined in 2023?
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: 0.7128571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8385714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8657142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9128571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7128571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27952380952380956
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17314285714285713
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09128571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7128571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8385714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8657142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9128571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8160752408699454
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7850544217687072
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7883813094771759
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: 0.7085714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7085714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1714285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.091
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7085714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.810046642542136
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7782335600907029
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7817400926898996
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: 0.7057142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8214285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8614285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8957142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7057142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2738095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08957142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7057142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8214285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8614285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8957142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.803237369609097
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7734654195011333
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7778038646628423
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: 0.6871428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8085714285714286
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: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2695238095238095
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: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8085714285714286
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: 0.7913904723614839
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7585782312925171
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.762610071156596
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: 0.66
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7714285714285715
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8085714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8714285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.66
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2571428571428571
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1617142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08714285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.66
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7714285714285715
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8085714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8714285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7614379134484182
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7269172335600907
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7319569628864667
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 11
Created: 2024-09-22 14:30:54