Model: Sailesh9999/bge-base-financial-matryoshka
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: 0.6985714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8342857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8628571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27809523809523806
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8342857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8029099239677612
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.771475056689342
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7714750566893424
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: 0.6842857142857143
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: 0.8928571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6842857142857143
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: 0.08928571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6842857142857143
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: 0.8928571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7942762197573711
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7620697278911563
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7620697278911566
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: 0.6871428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8157142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8614285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8928571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6871428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27190476190476187
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08928571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6871428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8157142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8614285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8928571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7935865448697424
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7613917233560088
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7613917233560091
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: 0.6757142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8514285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8814285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6757142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17028571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08814285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6757142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8514285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8814285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7842926561068588
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7525731292517003
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7525731292517006
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: 0.64
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8271428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.87
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.64
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1654285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.087
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.64
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8271428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.87
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7594704472459967
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7236507936507934
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.7236507936507937
name: Cosine Map@10
verified: no
Likes: 0 | All-time downloads: 127
Created: 2024-06-09 05:48:43