Model: rbhatia46/UAE-Large-V1-financial-rag-matryoshka
Author: rbhatia46
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3474, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:WhereIsAI/UAE-Large-V1, base_model:finetune:WhereIsAI/UAE-Large-V1, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: WhereIsAI/UAE-Large-V1
Card metadata: base_model: WhereIsAI/UAE-Large-V1
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3474, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Microsoft Corporation believes that its success is based upon its ability to transform to meet the needs of customers. Its growth strategy includes innovation across its cloud platforms and services, as well as investing in complementary businesses, products, services, and technologies to extend and grow its product offerings.
sentences: What factors caused the surge in Tesla’s stock prices in the first half of 2023?, What's Microsoft growth strategy in the cloud computing sector?, How has Microsoft Corporation performed in terms of stock prices over the past five years?, source_sentence: Amazon reported the Q3 2023 earnings revealing a 21% year-over-year increase in the revenue, which stood at $116.38 billion. Net income increased 57% to $6.66 billion, or $13.21 per diluted share, compared to $4.23 billion, or $8.42 per diluted share, in third quarter 2022. Amazon Web Services (AWS) revenue grew 32% in the quarter to $15 billion.
sentences: Can you tell about Amazon's Q3 2023 earnings?, What was the net income of Microsoft in Fiscal Year 2024?, What is the significance of EBITDA in financial analysis?, source_sentence: For the fiscal year 2024, Walmart had an operating profit margin of 20%.
sentences: What is Pfizer's dividend yield for the financial year 2022?, What was Exxon Mobil Corporation's net income for the fourth quarter of 2023?, What is the operating profit margin for Walmart for the fiscal year 2024?, source_sentence: The slowdown in construction, particularly in developing markets, resulted in a decrease in demand for Caterpillar's machinery and equipment, which negatively impacted the revenue for the year 2022.
sentences: How did the slow down in construction in 2022 affect Caterpillar's revenues?, What is JP Morgan's strategy when it comes to sustainability?, What was the debt-to-equity ratio for Tesla Inc in Q4 of 2022?, source_sentence: According to Johnson & Johnson’s 2024 guidance report, their pharmaceutical sector was projected to grow by 7% in 2023 after considering crucial factors like the overall market demand, introduction of new drugs and potential impact of patent expirations.
sentences: What are Caterpillar's initiatives for enhancing its product sustainability?, How is JPMorgan Chase & Co. improving its cybersecurity measures?, What was the projected growth of Johnson & Johnson’s pharmaceutical sector in 2023?
model-index: name: UAE-Large-V1-financial-embeddings-matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.8316062176165803
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9326424870466321
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.966321243523316
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9896373056994818
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8316062176165803
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.31088082901554404
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1932642487046632
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09896373056994817
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8316062176165803
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9326424870466321
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.966321243523316
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9896373056994818
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9113990251008172
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8860854099843737
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.886565872062324
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.8290155440414507
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9326424870466321
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.966321243523316
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9844559585492227
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8290155440414507
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.31088082901554404
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1932642487046632
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09844559585492228
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8290155440414507
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9326424870466321
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.966321243523316
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9844559585492227
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9098442107332023
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8854439098610082
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8863342112694444
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: 0.8238341968911918
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9378238341968912
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9637305699481865
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9844559585492227
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8238341968911918
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3126079447322971
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19274611398963729
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09844559585492228
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8238341968911918
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9378238341968912
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9637305699481865
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9844559585492227
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9085199240883707
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8836016530964717
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8844289493397997
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: 0.8212435233160622
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9326424870466321
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.961139896373057
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9792746113989638
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8212435233160622
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.31088082901554404
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19222797927461138
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09792746113989637
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8212435233160622
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9326424870466321
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.961139896373057
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9792746113989638
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9050964679750835
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8807097623159799
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8817273654804927
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: 0.8186528497409327
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9352331606217616
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.961139896373057
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9792746113989638
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8186528497409327
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3117443868739206
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19222797927461138
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09792746113989637
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8186528497409327
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9352331606217616
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.961139896373057
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9792746113989638
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9031436826413919
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8781797433999506
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8793080516202277
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: 0.7979274611398963
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9222797927461139
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9585492227979274
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9792746113989638
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7979274611398963
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.307426597582038
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19170984455958548
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09792746113989637
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7979274611398963
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9222797927461139
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9585492227979274
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9792746113989638
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8935743388819871
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8654926391973025
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8667278930244052
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 114
Created: 2024-07-08 10:06:03