Model: Sailesh9999/bge-base-financial-matryoshka_3
Author: Sailesh9999
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@10
widget: source_sentence: The Gross Merchandise Sales (GMS) decreased by 1.2% in 2023 compared to 2022.
sentences: What specific matters did the CFPB investigate concerning Equifax?, What was the percentage decline in GMS for the year ended December 31, 2023 compared to 2022?, What percentage of eBay's 2023 net revenues were attributed to international markets?, source_sentence: Asset management and administration fees vary with changes in the balances of client assets due to market fluctuations and client activity.
sentences: Why was there a net outflow of cash in financing activities in fiscal 2022?, How do asset management and administration fees vary at The Charles Schwab Corporation?, What are some key goals of the corporation related to climate change?, source_sentence: Operating profit margin was 19.3 percent in 2023, compared with 13.3 percent in 2022.
sentences: What was the operating profit margin for 2023?, How do the studios compete in the entertainment industry?, What types of audio products does Garmin's Fusion and JL Audio brands offer?, source_sentence: Subsequent to 2023, on February 12, 2024, AbbVie borrowed $5.0 billion under the term loan credit agreement.
sentences: What percentage of U.S. dialysis patient service revenues in 2023 came from Medicare and Medicare Advantage plans?, What is Peloton Interactive, Inc. known for in the interactive fitness industry?, What was the purpose stated by AbbVie for borrowing $5.0 billion under the term loan credit agreement on February 12, 2024?, source_sentence: Chipotle retains an independent third-party compensation consultant each year to conduct a pay equity analysis of its U.S. and Canadian workforce, including factors of pay such as grade level, tenure in role, and external market conditions like geographic location, to ensure consistency and equitable treatment among employees.
sentences: How does Chipotle ensure pay equity among its employees?, How can one locate information on legal proceedings within the Consolidated Financial Statements?, What criteria did the independent audit use to assess the effectiveness of internal control over financial reporting at the company?
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: 0.6871428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8214285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8585714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27380952380952384
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1717142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8214285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8585714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7966931280955273
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7633656462585031
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7633656462585034
name: Cosine Map@10
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.6857142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
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: 0.6857142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09014285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6857142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
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: 0.7951662657569053
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.761045918367347
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.761045918367347
name: Cosine Map@10
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.6814285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8885714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6814285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17142857142857137
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08885714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6814285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8885714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7890567420578879
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7567375283446709
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7567375283446711
name: Cosine Map@10
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: 0.8071428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8457142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8742857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6571428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26904761904761904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16914285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08742857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6571428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8071428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8457142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8742857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7723888716536037
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7390544217687071
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7390544217687074
name: Cosine Map@10
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.6157142857142858
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7685714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8171428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8557142857142858
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6157142857142858
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2561904761904762
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1634285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08557142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6157142857142858
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7685714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8171428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8557142857142858
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7405386424360808
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7031672335600904
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7031672335600907
name: Cosine Map@10
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-06-09 06:42:23