Model: sud-962081/bge-base-financial-matryoshka
Author: sud-962081
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 the end of 2023, Hilton's development pipeline included projects in 118 countries and territories.
sentences: What was the total net income attributed to AT&T common stockholders in 2023?, How many countries and territories did Hilton's development pipeline encompass as of the end of 2023?, What caused the increase in Medicare receivables in 2023 compared to 2022?, source_sentence: Alex G. Balazs was appointed as the Executive Vice President and Chief Technology Officer effective September 5, 2023.
sentences: What page of IBM's Form 10-K contains the Financial Statement Schedule?, When was Alex G. Balazs appointed as the Executive Vice President and Chief Technology Officer?, How much were the valuation allowances provided for deferred tax assets related to loss carryforwards as of December 31, 2023?, source_sentence: HP's global wellness program emphasizes five pillars of wellness: physical, financial, emotional, life balance, and social/community.
sentences: What are the five pillars of wellness emphasized in HP's global wellness program?, What was the fair value of money market mutual funds measured at as of January 31, 2023 and how was it categorized in the fair value hierarchy?, What amount was authorized for future share repurchases by the company as of October 31, 2023?, source_sentence: Item 3, titled 'Legal Proceedings' in a 10-K filing, directs to Note 16 where specific information is further detailed in Item 8 of Part II.
sentences: What was the grant date fair value of options vested for HP in fiscal years 2023, 2022, and 2021?, What is the balance at the end of the year for Comcast's Total Equity in 2023?, What is indicated by Item 3, 'Legal Proceedings', in a 10-K filing?, source_sentence: During 2023, we received approximately $220 of cash collateral, on a net basis.
sentences: How much cash collateral did AT&T receive on a net basis during 2023?, What percentage of FedEx Corporation's consolidated revenues did jet fuel costs represent in 2023?, What measures has Bank of America taken to streamline its organizational structure?
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: 0.7128571428571429
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: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7128571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28095238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714288
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09199999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7128571428571429
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: 0.92
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8195233962517928
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7870022675736963
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7905145024165581
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: 0.7157142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8457142857142858
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8814285714285715
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9228571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7157142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2819047619047619
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1762857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09228571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7157142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8457142857142858
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8814285714285715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9228571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.821183673183428
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7884829931972789
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7916656681436871
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: 0.7114285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8414285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8842857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9157142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7114285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28047619047619043
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09157142857142858
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7114285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8414285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8842857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9157142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8157881706696753
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7834812925170066
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7870779881453726
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: 0.6957142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8685714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9057142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1737142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09057142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8685714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9057142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8018105093606251
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7683497732426302
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7722509873826792
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: 0.6528571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7942857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8314285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8757142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6528571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26476190476190475
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1662857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08757142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6528571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7942857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8314285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8757142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7667522193115596
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7315833333333331
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7359673420065519
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-01-30 14:43:06