Model: Jaswanth160/bge-base-financial-matryoshka
Author: Jaswanth160
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: Walmart Connect provides house advertising offerings.
sentences: What was the fair value per performance-based share granted for the fiscal years 2023, 2022, and 2021?, What services does Walmart Connect offer?, By how much did membership fees increase in 2023?, source_sentence: The total revenue for 2023 was reported as $371,620 million.
sentences: What was the percentage increase in Humalog revenue from 2022 to 2023?, What was the total revenue for the year 2023?, What were the primary factors influencing profitability in the automotive market in 2023?, source_sentence: •LinkedIn revenue increased 10%.
sentences: By what percentage did LinkedIn's revenue increase in fiscal year 2023?, What factors influence the recording of the Company's credit-related contingent features in financial statements?, What is the average tenure of associates at the company as of December 31, 2023?, source_sentence: Cash flows from operating activities in 2023 were primarily generated from management and franchise fee revenue and operating income from owned and leased hotels.
sentences: What is the significance of the Company’s trademarks to their businesses?, By what percentage did the S&P 500 Index increase in 2023 compared to the end of 2022?, What were the primary sources of operating activities cash flow in 2023?, source_sentence: The par call date for the 7% Notes due 2029 is August 15, 2025, allowing for redemption at par from this date onward.
sentences: What is the earliest date on which the 7% Notes due 2029 can be redeemed at par?, What are some of the initiatives managed by Visa for supporting underrepresented communities?, Who are the competitors for Microsoft's server applications in PC-based environments?
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: 0.6942857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8728571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9071428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6942857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17457142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09071428571428569
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6942857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8728571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9071428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8042383857063928
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7708656462585032
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7746128511093645
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: 0.6985714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8371428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.87
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9114285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27904761904761904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.174
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09114285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8371428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.87
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9114285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8075815858913178
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7741315192743762
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7776656953157759
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: 0.7
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.83
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9071428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27666666666666667
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17199999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0907142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.83
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9071428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8048199967282856
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7720073696145123
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.775510167698765
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: 0.67
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8185714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8971428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.67
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1714285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0897142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.67
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8185714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7867880427582347
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7511031746031744
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7551868866444579
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: 0.65
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7914285714285715
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8385714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8785714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.65
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26380952380952377
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16771428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08785714285714286
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.65
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7914285714285715
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8385714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8785714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7645553995345995
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.727849206349206
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.73258711812532
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 107
Created: 2024-09-05 03:49:21