Model: dpokhrel/bge-base-financial-matryoshka
Author: dpokhrel
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: base_model: BAAI/bge-base-en-v1.5
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:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: AutoZone, Inc. began operations in 1979.
sentences: What types of products and markets does the company cater to in the semiconductor industry?, When did AutoZone, Inc. begin its operations?, How much did general and administrative expenses related to merger, acquisition, and other costs change from 2022 to 2023?, source_sentence: See Note 14 to the consolidated financial statements in Item 8 of this Annual regarding legal proceedings.
sentences: What is the source to find detailed information about legal proceedings in the Annual Report?, Where in the Annual Report can one find a description of certain legal matters and their impact on the company?, What strategic actions is Hershey taking to maintain its leadership in the U.S. confectionery market?, source_sentence: ICE Bonds focuses on increasing efficiency in fixed income markets by offering electronic markets that support trading protocols including click-to-trade, request for quotation (RFQ), and auctions.
sentences: What services does the ICE Bonds platform provide and what is its focus?, What was the percentage increase in the generic dispensing rate of the Health Services segment from 2022 to 2023?, How many shares of Class A common stock were repurchased and retired in 2023, and what was the total cost including excise tax accruals?, source_sentence: Subject to various United States and foreign laws and regulations, including those related to intellectual property, data privacy and security, cybersecurity, tax, employment, competition and antitrust, anti-corruption, anti-bribery, and AI. Compliance with these laws has no current material adverse impact on capital expenditures, results of operations or competitive position.
sentences: How much did the total loans and lending commitments amount to as of December 2023?, What types of laws and regulations does the company need to comply with?, Where are the consolidated financial statements listed in the Annual Report on Form 10-K located?, source_sentence: CMS made significant changes to the structure of the hierarchical condition category model in version 28, which may impact risk adjustment factor scores for a larger percentage of Medicare Advantage beneficiaries and could result in changes to beneficiary RAF scores with or without a change in the patient’s health status.
sentences: How does Tesla reduce costs and promote renewable power at their Supercharger stations?, What is the primary method by which the company manages its cash, cash equivalents, and marketable securities?, What significant regulatory change did CMS make to the hierarchical condition category model in its version 28?
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: 0.6985714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8442857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8814285714285715
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9271428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6985714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2814285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17628571428571424
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09271428571428571
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6985714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8442857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8814285714285715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9271428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8156553778675095
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7796054421768707
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7822282461868646
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: 0.71
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8457142857142858
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8785714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9271428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.71
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2819047619047619
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17571428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09271428571428571
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.71
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8457142857142858
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8785714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9271428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8194766272347418
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7848673469387758
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7873446316370609
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: 0.7085714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8342857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7085714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27809523809523806
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7085714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8342857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8116052646620258
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.77881462585034
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7821002568762089
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: 0.69
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8271428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.69
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2757142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.172
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09099999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.69
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8271428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.86
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8013750432226047
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7664954648526079
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7698726210622817
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: 0.6657142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8285714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8857142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6657142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08857142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6657142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8285714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8857142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7732501027431213
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7375017006802721
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7416822153678694
name: Cosine Map@100
verified: no
Likes: 1 | All-time downloads: 125
Created: 2024-09-09 18:19:47