Model: NickyNicky/bge-base-financial-matryoshka_test_4
Author: NickyNicky
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: A number of factors may impact ESKD growth rates, including mortality rates for dialysis patients or CKD patients, the aging of the U.S. population, transplant rates, incidence rates for diseases that cause kidney failure such as diabetes and hypertension, growth rates of minority populations with higher than average incidence rates of ESKD.
sentences: By how much did the company increase its quarterly cash dividend in February 2023?, What factors may impact the growth rates of the ESKD patient population?, What percentage increase did salaries and related costs experience at Delta Air Lines from 2022 to 2023?, source_sentence: HIV product sales increased 6% to $18.2 billion in 2023, compared to 2022.
sentences: What were the present values of lease liabilities for operating and finance leases as of December 31, 2023?, By what percentage did HIV product sales increase in 2023 compared to the previous year?, How is interest income not attributable to the Card Member loan portfolio primarily represented in financial documents?, source_sentence: If a violation is found, a broad range of remedies is potentially available to the Commission and/or CMA, including imposing a fine and/or the prohibition or restriction of certain business practices.
sentences: What are the potential remedies if a violation is found by the European Commission or the U.K. Competition and Markets Authority in their investigation of automotive companies?, By which auditing standards were the consolidated financial statements of Salesforce, Inc. audited?, What is the main role of Kroger's Chief Executive Officer in the company?, source_sentence: The discussion in Hewlett Packard Enterprise's Form 10-K highlights factors impacting costs and revenues, including easing supply chain constraints, foreign exchange pressures, inflationary trends, and recent tax developments potentially affecting their financial outcomes.
sentences: Is the outcome of the investigation into Tesla's waste segregation practices currently determinable?, How does Hewlett Packard Enterprise justify the exclusion of transformation costs from its non-GAAP financial measures?, In the context of Hewlett Packard Enterprise's recent financial discussions, what factors are expected to impact their operational costs and revenue growth moving forward?, source_sentence: Our Records Management and Data Management service revenue growth is being negatively impacted by declining activity rates as stored records and tapes are becoming less active and more archival.
sentences: How is Iron Mountain addressing the decline in activity rates in their Records and Data Management services?, What services do companies that build fiber-based networks provide in the Connectivity & Platforms markets?, What business outcomes is HPE focused on accelerating with its technological solutions?
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: 0.7057142857142857
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: 0.9114285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7057142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2819047619047619
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17571428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09114285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7057142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8457142857142858
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8785714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9114285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8125296344519609
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7804263038548749
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7839408125709297
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: 0.7071428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8428571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8742857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9114285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7071428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28095238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17485714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09114285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7071428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8428571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8742857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9114285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8126517351231356
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7807267573696143
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7841188299664252
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: 0.7028571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8357142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8685714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9071428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7028571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2785714285714286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1737142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09071428571428572
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7028571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8357142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8685714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9071428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8086618947757659
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7768820861678005
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7806177775944575
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: 0.6914285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8557142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9014285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6914285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333334
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09014285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6914285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8557142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9014285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7980982703041672
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7650045351473919
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7688564414027702
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: 0.6542857142857142
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7885714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8328571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8828571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6542857142857142
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26285714285714284
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16657142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08828571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6542857142857142
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7885714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8328571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8828571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7689665884678363
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7325351473922898
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7369423610264151
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 179
Created: 2024-06-30 23:20:17