Model: rbhatia46/bge-base-financial-nvidia-matryoshka
Author: rbhatia46
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, deploy:azure, 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: As of December 31, 2023, deferred revenues for unsatisfied performance obligations consisted of $769 million related to Hilton Honors that will be recognized as revenue over approximately the next two years.
sentences: How many shares of common stock were issued in both 2022 and 2023?, What is the projected timeline for recognizing revenue from deferred revenues related to Hilton Honors as of December 31, 2023?, What acquisitions did CVS Health Corporation complete in 2023 to enhance their care delivery strategy?, source_sentence: If a good or service does not qualify as distinct, it is combined with the other non-distinct goods or services within the arrangement and these combined goods or services are treated as a single performance obligation for accounting purposes. The arrangement's transaction price is then allocated to each performance obligation based on the relative standalone selling price of each performance obligation.
sentences: What does the summary table indicate about the company's activities at the end of 2023?, What governs the treatment of goods or services that are not distinct within a contractual arrangement?, What is the basis for the Company to determine the Standalone Selling Price (SSP) for each distinct performance obligation in contracts with multiple performance obligations?, source_sentence: As of January 2023, the maximum daily borrowing capacity under the commercial paper program was approximately $2.75 billion.
sentences: What is the maximum daily borrowing capacity under the commercial paper program as of January 2023?, When does the Company's fiscal year end?, How much cash did acquisition activities use in 2023?, source_sentence: Federal Home Loan Bank borrowings had an interest rate of 4.59% in 2022, which increased to 5.14% in 2023.
sentences: By what percentage did the company's capital expenditures increase in fiscal 2023 compared to fiscal 2022?, What is the significance of Note 13 in the context of legal proceedings described in the Annual Report on Form 10-K?, How much did the Federal Home Loan Bank borrowings increase in terms of interest rates from 2022 to 2023?, source_sentence: The design of the Annual Report, with the consolidated financial statements placed immediately after Part IV, enhances the integration of financial data by maintaining a coherent structure.
sentences: How does the structure of the Annual Report on Form 10-K facilitate the integration of the consolidated financial statements?, Where can one find the Glossary of Terms and Acronyms in Item 8?, What part of the annual report contains the consolidated financial statements and accompanying notes?
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: 0.8171428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8628571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2723809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8171428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7971144469297426
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7641831065759639
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7681728985040082
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: 0.6942857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8514285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6942857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17028571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6942857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.81
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8514285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7951260604161544
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7617998866213151
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7658003405075238
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: 0.7014285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7971428571428572
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: 0.7014285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26571428571428574
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08885714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7014285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7971428571428572
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: 0.793266992460996
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7629580498866213
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7678096436855835
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: 0.6957142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8014285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8357142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8842857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2671428571428571
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16714285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08842857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8014285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8357142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8842857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.787378246207931
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7566984126984126
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7613545312565108
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: 0.6571428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7871428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8285714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8757142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6571428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2623809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08757142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6571428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7871428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8285714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8757142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7655516319615892
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7303951247165531
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7349875161463472
name: Cosine Map@100
verified: no
Likes: 1 | All-time downloads: 501
Created: 2024-07-02 08:16:22