Model: MistyDragon/bge-base-financial-matryoshka
Author: MistyDragon
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-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-small-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-small-en-v1.5
widget: source_sentence: Page S-1 of IBM's Form 10-K contains the Financial Statement Schedule.
sentences: What was the free cash flow less equipment finance leases and principal repayments of all other finance leases and financing obligations for the year 2022?, What does the reference to page S-1 in IBM’s Form 10-K pertain to?, What triggers the reassessment of probabilities for uncertain tax positions?, source_sentence: Proceeds from common stock issued under Enphase Energy's Employee Stock Purchase Plan amounted to $12,897 in 2023.
sentences: What caused the significant loss in Ford Model e's EBIT in 2023?, How much did Enphase Energy's proceeds from common stock issued under its Employee Stock Purchase Plan amount to in 2023?, What components primarily affect changes in lease residuals for Ford Credit?, source_sentence: Chevron has a 36.4 percent shareholding in Angola LNG Limited, which operates an onshore natural gas liquefaction plant in Soyo, Angola. The plant has the capacity to process 1.1 billion cubic feet of natural gas per day.
sentences: What is the capacity of Angola LNG Limited’s onshore natural gas liquefaction plant in Soyo, Angola?, How is the revenue from sales of Online-Hosted Service Games recognized?, What does Note 21 pertain to in this report?, source_sentence: Item 8 in IBM’s 2023 Annual Report to Stockholders includes the Financial Statements and Supplementary Data, found on pages 44 to 121.
sentences: What primary materials are used by CTB for manufacturing its products?, What services does Amazon Web Services (AWS) offer to its clients?, What pages of IBM's 2023 Annual Report to Stockholders contain the Financial Statements and Supplementary Data?, source_sentence: On June 7, 2023, the Company and Epic filed petitions with the Circuit Court requesting further review of the decision. On June 30, 2023, the Circuit Court denied both petitions.
sentences: When did the Circuit Court deny the petitions filed by Apple and Epic for further review of the decision?, What was the adjusted debt to EBITDAR ratio for the fiscal year ended August 26, 2023?, What regulatory changes related to the adoption of the CECL methodology occurred in December 2018 and August 2020?
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 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.6885714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8142857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8557142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8971428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0897142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8142857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8557142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7951589702044849
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7623509070294785
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7661873725726597
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: 0.6885714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7971428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8442857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8914285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26571428571428574
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16885714285714284
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08914285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7971428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8442857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8914285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7889372819788504
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7563344671201815
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.759956816216996
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: 0.6571428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7785714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8228571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8628571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6571428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25952380952380955
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16457142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08628571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6571428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7785714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8228571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8628571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7609142215156641
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7282301587301585
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7330015443719621
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 36
Created: 2025-06-27 04:08:54