Model: philschmid/bge-base-financial-matryoshka
Author: philschmid
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, deploy:azure, 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 begins on page 105 of this report?
sentences: What sections are included alongside the Financial Statements in this report?, How did net revenues change from 2021 to 2022 on a FX-Neutral basis?, How much did MedTech's sales increase in 2023 compared to 2022?, source_sentence: When does the Company's fiscal year end?
sentences: What was the total store count for the company at the end of fiscal 2022?, What was the total revenue for all UnitedHealthcare services in 2023?, What were the main factors contributing to the increase in net income in 2023?, source_sentence: AutoZone, Inc. began operations in 1979.
sentences: When did AutoZone, Inc. begin its operations?, Mr. Pleas was named Senior Vice President and Controller during 2007., Which item discusses Financial Statements and Supplementary Data?, source_sentence: Are the ESG goals guaranteed to be met?
sentences: What measures is the company implementing to support climate goals?, What types of diseases does Gilead Sciences, Inc. focus on treating?, Changes in foreign exchange rates reduced cost of sales by $254 million in 2023., source_sentence: What was Gilead's total revenue in 2023?
sentences: What was the total revenue for the year ended December 31, 2023?, How much was the impairment related to the CAT loan receivable in 2023?, What are some of the critical accounting policies that affect financial statements?
pipeline_tag: sentence-similarity
model-index: name: BGE base Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: basline 768
type: basline_768
metrics: type: cosine_accuracy@1
value: 0.7085714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8514285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8842857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9271428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7085714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2838095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09271428571428571
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7085714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8514285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8842857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9271428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8214972164555796
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7873509070294781
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.790665594958196
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: basline 512
type: basline_512
metrics: type: cosine_accuracy@1
value: 0.7114285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.85
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8828571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9228571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7114285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2833333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17657142857142855
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09228571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7114285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.85
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8828571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9228571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.820942296767774
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7878956916099771
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7915593121031292
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: basline 256
type: basline_256
metrics: type: cosine_accuracy@1
value: 0.7057142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8414285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.88
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9228571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7057142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28047619047619043
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.176
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09228571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7057142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8414285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.88
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9228571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8161680075424235
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7817953514739227
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.785367816349997
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: basline 128
type: basline_128
metrics: type: cosine_accuracy@1
value: 0.7028571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8342857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8742857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9171428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7028571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27809523809523806
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17485714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09171428571428569
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7028571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8342857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8742857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9171428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8109319521599055
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7768752834467119
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7802736634060462
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: basline 64
type: basline_64
metrics: type: cosine_accuracy@1
value: 0.6728571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8614285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9014285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6728571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09014285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6728571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8614285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9014285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7900026049536226
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7539795918367346
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7582240178397145
name: Cosine Map@100
verified: no
Likes: 10 | All-time downloads: 23411
Created: 2024-06-03 16:43:01