Model: Andresckamilo/bge-base-financial-matryoshka
Author: Andresckamilo
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 types of industries does TTI service?
sentences: What types of businesses does HPE serve?, How much did the company's revenues decrease in 2023 compared to 2022?, By what percentage did the quarterly cash dividend increase on January 26, 2023?, source_sentence: What does ITEM 8 in Form 10-K refer to?
sentences: ITEM 8 in Form 10-K refers to the Financial Statements and Supplementary Data., UnitedHealth Group reported net earnings of $23,144 million in 2023., What factors contributed to the decrease in automotive leasing revenue in 2023?, source_sentence: What are consolidated financial statements?
sentences: The report on the Consolidated Financial Statements is dated February 16, 2024., How much did the foreclosed properties decrease in value during 2023?, What was Chipotle Mexican Grill's net income in 2023?, source_sentence: What were the total product sales in 2023?
sentences: Total product sales in 2023 amounted to $27,305 million., How does AutoZone manage its foreign operations in terms of currency?, What restrictions does the Bank Holding Company Act impose on JPMorgan Chase?, source_sentence: What is the global presence of Lubrizol?
sentences: How does The Coca-Cola Company distribute its beverage products globally?, What are the two operating segments of NVIDIA as mentioned in the text?, How much did Delta Air Lines spend on debt and finance lease obligations in 2023?
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: 0.6957142857142857
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: 0.9085714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2780952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09085714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8342857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9085714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8045138729797765
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7709591836734694
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7746687336147619
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: 0.7
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8271428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9157142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2757142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09157142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8271428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9157142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.807258910509631
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7726218820861678
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7757170101327764
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: 0.6928571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8585714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9028571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6928571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333334
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1717142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09028571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6928571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8585714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9028571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7979490809476271
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7643027210884353
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7684617620062486
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: 0.6857142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8542857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.89
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6857142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17085714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.089
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6857142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.81
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8542857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.89
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7877753635329912
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7549472789115641
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7596045003108374
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: 0.7571428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8185714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8685714285714285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6528571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2523809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1637142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08685714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6528571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7571428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8185714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8685714285714285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7557078446701566
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7201400226757368
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7249497855774768
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 153
Created: 2024-06-04 22:13:14