Model: gauravsirola/bge-base-financial-matryoshka-v1
Author: gauravsirola
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: ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following discussion and analysis should be read in conjunction with the consolidated financial statements and the related notes included elsewhere in this Annual Report on Form 10-K. For further discussion of our products and services, technology and competitive strengths, refer to Item 1- Business.
sentences: What was the total net automotive cash provided by investing activities in 2023?, What is the purpose of the Management's Discussion and Analysis of Financial Condition and Results of Operations section in the Annual Report on Form 10-K?, What are the components included in the management discussion and analysis of financial condition and results of operations?, source_sentence: Kroger is committed to maintaining a net total debt to adjusted EBITDA ratio target range of 2.30 to 2.50.
sentences: What was the remaining available amount of the share repurchase authorization as of January 29, 2023?, What range does Kroger aim for its net total debt to adjusted EBITDA ratio?, What was the starting wage for all entry-level positions in the U.S. as of September 2023?, source_sentence: Google Cloud operating income of $1.7 billion for 2023.
sentences: What was the operating income for Google Cloud in 2023?, What types of products are offered in Garmin's Fitness segment?, What was the net sales of the company in fiscal 2022?, source_sentence: The effective income tax rate for Alphabet Inc. at the end of the year 2023 was 13.9%.
sentences: What was the percentage change in Compute & Networking revenue from fiscal year 2022 to 2023?, What factors primarily contributed to the increase in non-interest revenues across all revenue categories?, What was the effective income tax rate for Alphabet Inc. at the end of the year 2023?, source_sentence: State legislation increasingly requires PBMs to conduct audits of network pharmacies regarding claims submitted for payment. Non-compliance could prevent the recoupment of overpaid amounts, potentially causing financial and legal repercussions.
sentences: What are the potential consequences for a company if its PBMs fail to comply with pharmacy audit regulations?, What pages do the Consolidated Financial Statements and their accompanying Notes and reports appear on in the document?, What are the primary services provided by the company under the Xfinity, Comcast Business, and Sky brands?
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: 0.6785714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8342857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.88
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9085714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6785714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2780952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.176
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09085714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6785714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8342857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.88
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9085714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7995179593313807
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7638202947845802
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7674168947978975
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: 0.6685714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8271428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8685714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9128571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6685714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2757142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1737142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09128571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6685714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8271428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8685714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9128571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7954721927324272
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7574353741496596
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7606771546726785
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: 0.6728571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8142857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9042857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6728571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09042857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6728571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8142857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9042857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7916203877025221
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7552613378684805
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7590698804335085
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: 0.6528571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8114285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.85
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8885714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6528571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2704761904761904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08885714285714286
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6528571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8114285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.85
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8885714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7754227314755763
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.738630385487528
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7431237490151862
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: 0.6157142857142858
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7614285714285715
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.81
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8642857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6157142857142858
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2538095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16199999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08642857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6157142857142858
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7614285714285715
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.81
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8642857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7413954849024657
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.701954648526077
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.707051130510896
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 196
Created: 2024-07-02 09:48:55