Model: uonyeka/bge-base-financial-matryoshka
Author: uonyeka
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, 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, dataset_size:1K<n<10K, 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: What service does Walmart GoLocal provide?
sentences: What services does Walmart Connect offer?, What is the process for using reinsurers not on the authorized list?, What is the principal amount of debt maturing in fiscal year 2023?, source_sentence: What is the focus of DaVita Venture Group?
sentences: What is the main business focus of Eli Lilly and Company?, By what percentage did AbbVie's Skyrizi net revenues increase in 2023?, What were the net catastrophe losses in U.S. dollars in 2023?, source_sentence: What are Kroger’s four strategic pillars?
sentences: What is the nature of Kroger's business operations?, What interest rates are applicable to the notes issued in April 2022?, Proceeds from issuance of long-term debt in 2023 amounted to $872.9 million., source_sentence: What was the effective tax rate in 2023?
sentences: What was the effective income tax rate for the Company in 2023?, What major restructuring activities were completed by the end of 2023?, What are the primary responsibilities of Chubb's Product Boards?, source_sentence: The return on equity for 2023 was 27.0%.
sentences: What was the return on equity for 2023?, What was the total net property and equipment as of December 31, 2023?, How does CARB enforce its ZEV mandates and what consequence faces non-compliance?
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: 0.7028571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.84
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8828571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9214285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7028571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17657142857142855
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09214285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7028571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.84
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8828571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9214285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8149004529112371
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7804058956916099
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7839215377734133
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: 0.7028571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8385714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8871428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9257142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7028571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2795238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1774285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09257142857142854
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7028571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8385714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8871428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9257142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8152847434616775
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7796893424036281
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7829824429897414
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: 0.7057142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8328571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8728571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9114285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7057142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2776190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17457142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09114285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7057142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8328571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8728571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9114285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8097167926128003
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7770238095238095
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7810667608834199
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8285714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.68
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27619047619047615
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.091
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.68
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8285714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7972014326060813
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.760804988662131
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7644398940079736
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: 0.7942857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.83
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8757142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6614285714285715
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26476190476190475
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16599999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08757142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6614285714285715
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7942857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.83
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8757142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7702103944866356
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7363231292517006
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7414139881512513
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 245
Created: 2024-06-05 10:36:10