Model: sintuk/bge-base-financial-matryoshka
Author: sintuk
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
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
widget: source_sentence: As of December 30, 2023, about 92% of securities in the Company's portfolio were at an unrealized loss position.
sentences: What additional document is included in the financial document apart from the Consolidated Financial Statements?, What percentage of the Company's portfolio of securities was in an unrealized loss position as of December 30, 2023?, What was the total loss the company incurred in association with the sale of the eOne Music business in 2021?, source_sentence: Revenue Recognition Product Sales We recognize revenue from product sales when control of the product transfers to the customer, which is generally upon shipment or delivery, or in certain cases, upon the corresponding sales by our customer to a third party. Revenues are recognized net of estimated rebates and chargebacks, patient co-pay assistance, prompt pay discounts, distributor fees, sales return provisions and other related deductions. These deductions to product sales are referred to as gross-to-net deductions and are estimated and recorded in the period in which the related product sales occur.
sentences: What is the expiration date for the federal research and development tax credits as of 2023?, How are revenue recognition and Gross-to-Net deductions related in the context of product sales?, What is the approval status of Tirzepatide (Mounjaro, Zepbound®) for the treatment of obesity as of 2023?, source_sentence: The expected long-term rate of return assumption used in computing 2023 net periodic benefit income for the U.S. pension plans was 6.75%.
sentences: What is the expected long-term rate of return on plan assets used in computing the 2023 net periodic benefit income for U.S. pension plans?, What was the increase in postpaid phone subscribers at AT&T Inc. from 2021 to 2023?, How does Chipotle ensure pay equity among its employees?, source_sentence: In an Annual Report on Form 10-K, 'Litigation and Other Legal Matters' are detailed under 'Note 13 — Commitments and Contingencies' in Part IV, Item 15 of the consolidated financial statements.
sentences: What is Apple's commitment to workplace practices and policies concerning harassment or discrimination?, By what percentage did net income increase in 2023 compared to 2022?, In the structure of an Annual Report on Form 10-K, where does one find details about 'Litigation and Other Legal Matters'?, source_sentence: Any such inquiries or investigations (including the IDPC proceedings) could subject us to substantial fines and costs, require us to change our business practices, divert resources and the attention of management from our business, or adversely affect our business.
sentences: What are some of the potential consequences for Meta Platforms, Inc. from inquiries or investigations as noted in the provided text?, What was the quarterly dividend declared by Bank of America's board of directors on January 31, 2024?, What recent technological advancements has the company implemented in set-top box (STB) solutions?
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 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.7357142857142858
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8557142857142858
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8957142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9285714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7357142857142858
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28523809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1791428571428571
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09285714285714286
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7357142857142858
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8557142857142858
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8957142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9285714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8337852464509243
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8032046485260771
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8062343226371107
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: 0.7271428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8628571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.89
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9328571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7271428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2876190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17799999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09328571428571426
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7271428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8628571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.89
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9328571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8315560673246299
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7989370748299317
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.801544102570532
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: 0.73
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8428571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8842857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9242857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.73
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28095238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09242857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.73
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8428571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8842857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9242857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8268873311527957
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7956485260770971
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.798561528530067
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: 0.7157142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8414285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9185714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7157142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28047619047619043
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09185714285714283
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7157142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8414285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9185714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8170171494742537
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.784555555555555
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7871835671545038
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: 0.6928571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8471428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8928571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6928571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16942857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08928571428571426
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6928571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8471428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8928571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7945818011619106
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7630130385487527
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7667826657397622
name: Cosine Map@100
verified: no
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Created: 2025-03-18 11:00:57