Model: gK29382231121/bge-base-financial-matryoshka
Author: gK29382231121
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 is the title of Item 6 in the text?
sentences: What is the title of Item 8 in the document?, What was the total premiums revenue for the Insurance segment in 2023?, How much were the net cash flows from investing activities in 2023 and 2022?, source_sentence: Which markets does Garmin primarily serve?
sentences: What types of products are offered in Garmin's Fitness segment?, In 2023, AbbVie's net revenue in the United States was $41,883 million., As of December 31, 2023, the total deferred income tax asset was $1,157,486., source_sentence: What was the effective tax rate in 2023?
sentences: What was the effective tax rate for 2023 and how did it compare to 2022?, What are the various diversity, equity, and inclusion councils at AMC?, What is the title of the section that discusses legal issues in the document?, source_sentence: What begins on page 105 of this report?
sentences: Where can one find the details pertaining to Legal Proceedings in the report?, What are the technological features of the GeForce RTX 40 Series GPUs?, Changes in foreign exchange rates reduced cost of sales by $254 million in 2023., source_sentence: How is Costco's fiscal year structured?
sentences: How many weeks did the fiscal years 2023 and 2022 include?, What is the process for using reinsurers not on the authorized list?, What contributed to the increase in Google Services' operating income 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: 0.6814285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.85
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9028571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6814285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27095238095238094
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16999999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09028571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6814285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.85
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9028571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7916721734405803
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7562692743764173
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7609992859917654
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: 0.6842857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8114285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8528571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8985714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6842857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2704761904761905
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17057142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08985714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6842857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8114285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8528571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8985714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7909210075399126
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.756487528344671
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.761586340523296
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: 0.6785714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8085714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8428571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8942857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6785714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2695238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16857142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08942857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6785714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8085714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8428571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8942857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7866298497982406
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.752303287981859
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7571741668436585
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: 0.6714285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7857142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8257142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8814285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6714285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2619047619047619
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16514285714285715
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08814285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6714285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7857142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8257142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8814285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7742856481999635
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.740471655328798
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.745692801681558
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: 0.6371428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7685714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8071428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8614285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6371428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2561904761904762
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16142857142857142
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08614285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6371428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7685714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8071428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8614285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7500703607138253
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7145918367346937
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7198995734568113
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 147
Created: 2024-06-07 11:23:21