Model: NickyNicky/bge-base-financial-matryoshka_test_1
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: Item 3—Legal Proceedings See discussion of Legal Proceedings in Note 10 to the consolidated financial statements included in Item 8 of this Report.
sentences: What financial measures are presented on a non-GAAP basis in this Annual Report on Form 10-K?, Which section of the report discusses Legal Proceedings?, What criteria was used to audit the internal control over financial reporting of The Procter & Gamble Company as of June 30, 2023?, source_sentence: A portion of the defense and/or settlement costs associated with such litigation is covered by indemnification from third parties in limited cases.
sentences: How did the writers' and actors' strikes affect the Company's entertainment segment in 2023?, Can indemnification from third parties also contribute to covering litigation costs?, What was the balance of net cash used in financing activities for Costco for the 52 weeks ended August 28, 2022?, source_sentence: In the company, to have a diverse and inclusive workforce, there is an emphasis on attracting and hiring talented people who represent a mix of backgrounds, identities, and experiences.
sentences: What does AT&T emphasize to ensure they have a diverse and inclusive workforce?, What drove the growth in marketplace revenue for the year ended December 31, 2023?, What was the effect of prior-period medical claims reserve development on the Insurance segment's benefit ratio in 2023?, source_sentence: Internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. It includes various policies and procedures that ensure accurate and fair record maintenance, proper transaction recording, and prevention or detection of unauthorized use or acquisition of assets.
sentences: How much did net cash used in financing activities decrease in fiscal 2023 compared to the previous fiscal year?, How does Visa ensure the protection of its intellectual property?, What is the purpose of internal control over financial reporting according to the document?, source_sentence: Non-GAAP earnings from operations and non-GAAP operating profit margin consist of earnings from operations or earnings from operations as a percentage of net revenue excluding the items mentioned above and charges relating to the amortization of intangible assets, goodwill impairment, transformation costs and acquisition, disposition and other related charges. Hewlett Packard Enterprise excludes these items because they are non-cash expenses, are significantly impacted by the timing and magnitude of acquisitions, and are inconsistent in amount and frequency.
sentences: What specific charges are excluded from Hewlett Packard Enterprise's non-GAAP operating profit margin and why?, How many shares were outstanding at the beginning of 2023 and what was their aggregate intrinsic value?, What was the annual amortization expense forecast for acquisition-related intangible assets in 2025, according to a specified financial projection?
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: 0.7157142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8571428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8871428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9314285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7157142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1774285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09314285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7157142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8571428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8871428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9314285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8274896625809096
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7939818594104311
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7969204030602811
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: 0.7142857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8571428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8871428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9314285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7142857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1774285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09314285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7142857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8571428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8871428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9314285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8267670378473014
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7930204081632654
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7958033409607879
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: 0.7157142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8514285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8828571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.93
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7157142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2838095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09299999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7157142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8514285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8828571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.93
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.825504930245723
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7918724489795919
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7945830508495424
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: 0.7142857142857143
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: 0.9214285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7142857142857143
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: 0.09214285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7142857142857143
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: 0.9214285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8203162516614704
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7878543083900227
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7909435994513387
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: 0.6828571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.85
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9042857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6828571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09042857142857143
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6828571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.81
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.85
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9042857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7926026006937184
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7570844671201811
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7606949750229449
name: Cosine Map@100
verified: no
Likes: 2 | All-time downloads: 14
Created: 2024-06-30 22:41:42