Model: Hritikmore/bge-base-financial-matryoshka
Author: Hritikmore
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: Forward-looking statements may appear throughout this report, including without limitation, the following sections: “Management's Discussion and Analysis,” “Risk Factors” and "Notes 4, 8 and 13 to the Consolidated Financial Statements."
sentences: How does a one-year adjustment in the 2023 expected retirement age for U.S. plans affect income before income taxes?, Which sections of the report might contain forward-looking statements according to the text?, What was the allowance for loan and lease losses at Bank of America as of December 31, 2022?, source_sentence: Interest income | $ | 267 | | | $ | 29 | | $ | 238 | | 821 | %
sentences: What are the key risks and uncertainties mentioned that could impact the validity of DaVita's forward-looking statements?, How did the interest income change in fiscal year 2023 compared to the previous year?, What are some of the main competitive factors in the interactive entertainment industry?, source_sentence: Veklury received U.S. Food and Drug Administration (FDA) and European Commission (EC) approval to treat COVID-19 in patients with mild to severe hepatic impairment and those with severe renal impairment, including those on dialysis.
sentences: What significant regulatory approvals did Gilead's Veklury receive?, What type of information is included under the caption "Legal Proceedings" in an Annual Report on Form 10-K?, What was the cash change related to changes in operating assets and liabilities, including working capital, in 2022?, source_sentence: The net value of property, plant, and equipment for the consolidated group increased from $12,028 million in 2022 to $12,680 million in 2023.
sentences: What steps does the company plan to take next after discussing data with regulators and key opinion leaders?, How does the company manage fluctuations in foreign currency exchange rates?, What was the increase in property, plant, and equipment net value from 2022 to 2023 for the consolidated group?, source_sentence: The effective duration of our total AFS and HTM investments securities as of December 31, 2023 is approximately 3.9 years.
sentences: What are the effective durations of the total Available-for-Sale (AFS) and Held-to-Maturity (HTM) investment securities as of December 31, 2023?, What was the net unit growth percentage for Hilton in the year ended December 31, 2023?, What does goodwill represent in accounting?
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: 0.7285714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8485714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8885714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9214285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7285714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28285714285714286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17771428571428569
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09214285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7285714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8485714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8885714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9214285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8274202252845575
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7969903628117911
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7998523047098398
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: 0.72
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8442857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8785714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.72
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2814285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17571428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09199999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.72
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8442857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8785714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.92
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8213589464095679
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7896825396825394
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7926726035572866
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: 0.7214285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8385714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8742857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9128571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7214285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27952380952380956
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17485714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09128571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7214285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8385714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8742857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9128571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8190844047519252
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7888673469387758
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7921199469128796
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: 0.6971428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8328571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9057142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6971428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2776190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09057142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6971428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8328571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9057142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8054254319689889
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7729421768707481
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.776216648701894
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: 0.6614285714285715
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7985714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8442857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8814285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6614285714285715
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26619047619047614
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16885714285714284
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08814285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6614285714285715
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7985714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8442857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8814285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7728992637054746
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.737815759637188
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7417951294330247
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 133
Created: 2024-06-12 06:10:38