Model: NickyNicky/bge-base-financial-matryoshka_test_0
Author: NickyNicky
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: Item 8 in IBM's 2023 Annual Report to Stockholders details the Financial Statements and Supplementary Data, which are included on pages 44 through 121.
sentences: What was the amount gained from the disposal of assets in 2022?, What section of IBM's Annual Report for 2023 contains the Financial Statements and Supplementary Data?, What were the cash outflows for capital expenditures in 2023 and 2022 respectively?, source_sentence: For the fiscal year ended March 31, 2023, Electronic Arts reported a gross margin of 75.9 percent, an increase of 2.5 percentage points from the previous year.
sentences: How did investment banking revenues at Goldman Sachs change in 2023 compared to 2022, and what factors contributed to this change?, What was the gross margin percentage for Electronic Arts in the fiscal year ending March 31, 2023?, What were the risk-free interest rates for the fiscal years 2021, 2022, and 2023?, source_sentence: Cash, cash equivalents, and restricted cash at the beginning of the period totaled $7,013 for a company.
sentences: What was the amount of cash, cash equivalents, and restricted cash at the beginning of the period for the company?, What is the impact of the new $1.25 price point on Dollar Tree’s sales units and profitability?, What was the total amount attributed to Goodwill in the acquisition of Nuance Communications, Inc. as reported by the company?, source_sentence: generate our mall revenue primarily from leases with tenants through base minimum rents, overage rents and reimbursements for common area maintenance (CAM) and other expenditures.
sentences: How does Visa facilitate financial inclusion with their prepaid cards?, What are the main objectives of the economic sanctions imposed by the United States and other international bodies?, What revenue sources does Shoppes at Venetian primarily rely on from its tenants?, source_sentence: For the fiscal year ended August 26, 2023, we reported net sales of $17.5 billion compared with $16.3 billion for the year ended August 27, 2022, a 7.4% increase from fiscal 2022. This growth was driven primarily by a domestic same store sales increase of 3.4% and net sales of $327.8 million from new domestic and international stores.
sentences: What drove the 7.4% increase in AutoZone's net sales for fiscal 2023 compared to fiscal 2022?, What percentage of HP's external U.S. hires in fiscal year 2023 were racially or ethnically diverse?, How much did GameStop Corp's valuation allowances increase during fiscal 2022?
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: 0.6985714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8271428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8628571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8985714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2757142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08985714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8271428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8985714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8023663256793517
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7712675736961451
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7758522351159084
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: 0.69
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8271428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9028571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.69
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2757142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17199999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09028571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.69
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8271428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9028571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7998655910794988
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7665912698412698
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7706925401671437
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: 0.6957142857142857
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: 0.8914285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2742857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17199999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08914285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
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: 0.8914285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7974564108711016
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7669535147392289
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7718155211819018
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: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8457142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8857142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16914285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08857142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8457142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8857142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.787697533881839
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.756192743764172
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7610331995977764
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: 0.6328571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7771428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8171428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8571428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6328571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.259047619047619
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16342857142857142
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08571428571428569
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6328571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7771428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8171428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8571428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7482728321357093
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7131224489795914
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7189753431460272
name: Cosine Map@100
verified: no
Likes: 1 | All-time downloads: 235
Created: 2024-06-30 22:29:42