Model: anikulkar/bge-base-financial-matryoshka
Author: anikulkar
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: From 2021 to 2022, the operating revenue increased by 4%, from $4,923.9 million to $5,122.2 million.
sentences: How much does the AMC Stubs A-List membership cost per month depending on the geographic market?, What was the percentage change in operating revenue from 2021 to 2022?, What types of coverage does political risk insurance provide for commercial lenders?, source_sentence: Our two operating segments are "Compute & Networking" and "Graphics." Refer to Note 17 of the Notes to the Consolidated Financial Statements in Part IV, Item 15 of this Annual Report on Form 10-K for additional information.
sentences: What was the noncash impairment charge recorded in the fourth quarter of 2023 for the goodwill attributable to FedEx Dataworks?, What are the two operating segments of NVIDIA as mentioned in the text?, What is the disclosure threshold for environmental proceedings involving monetary sanctions according to SEC regulations?, source_sentence: For 2023, the weighted-average actuarial assumptions for retirement plans included a service cost discount rate of 4.85% and a rate of increase in compensation levels of 3.71%.
sentences: What are the actuarial assumptions for retirement plans discount rate and rate of increase in compensation levels in 2023?, Where are accrued interest and penalties related to unrecognized tax benefits recorded?, What is the purpose of the Employee Resource Groups (ERGs) in the organization?, source_sentence: The Company is currently party to certain legal proceedings, none of which we believe to be material to our business or financial condition.
sentences: What measures is The Hershey Company taking to ensure sufficient liquidity during economic downturns?, What is the impact of structural changes on the unit case volume and concentrate sales volume of the company on a consolidated basis or at the geographic operating segment level?, What is the company's perspective on the impact of the legal proceedings on its financial condition?, source_sentence: We recognize gains and losses on pension and postretirement plan assets and obligations immediately in Other income (expense) - net in our consolidated statements of income.
sentences: Where are gains and losses on pension and postretirement plan assets and obligations recognized in financial statements?, What is the total amount of property, plant, and equipment, net, reported by the company for the fiscal year 2023?, What were the accumulated benefit obligation and fair value of plan assets for certain U.S. pension plans with obligations exceeding assets as of December 31, 2023?
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: 0.6828571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8228571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9057142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6828571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2742857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.172
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09057142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6828571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8228571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9057142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7960843632092954
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7607987528344665
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7647429753660495
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: 0.6842857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8228571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8557142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9014285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6842857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2742857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09014285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6842857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8228571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8557142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9014285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7939749538465997
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7593849206349204
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7635559033333911
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8114285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.85
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8942857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.68
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2704761904761905
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08942857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.68
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8114285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.85
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8942857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7888779795440546
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7549767573696146
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7594249239569217
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: 0.6571428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7942857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8342857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8885714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6571428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26476190476190475
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16685714285714284
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08885714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6571428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7942857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8342857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8885714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7729724847261471
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7360578231292516
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.740309728715939
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: 0.6185714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.76
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8657142857142858
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6185714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2533333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08657142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6185714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.76
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8657142857142858
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7409253495656911
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7012964852607709
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7061843304820828
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 14
Created: 2024-06-13 11:22:24