Model: rezarahim/bge-finetuned
Author: rezarahim
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:178, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:178, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: What is the purpose of the company's share repurchase program?
sentences:  The potential risks and challenges include the possibility of not receiving a license, imposition of burdensome conditions, disadvantage against competitors, complicated and time-consuming management of licenses, harm to competitive position, and potential denial of licenses to significant customers.,  The purpose of the company's share repurchase program is to offset dilution from shares issued to employees.,  The filing dates mentioned in the document are March 11, 2019, September 14, 2020, March 18, 2022, and March 8, 2023., source_sentence: How do NVIDIA allocate the total transaction price to each distinct performance obligation in a multiple performance obligations arrangement?
sentences:  The factors that may affect a company's effective tax rate include changes in business or statutory rates, mix of earnings in countries with different statutory tax rates, available tax incentives, credits and deductions, expiration of statutes of limitations, changes in accounting principles, adjustments to income taxes upon finalization of tax returns, increases in expenses not deductible for tax purposes, estimates of deferred tax assets and liabilities, changing interpretation of existing laws or regulations, impact of accounting for business combinations, and changes in the domestic or international organization of the business and structure.,  The graph compares the cumulative total shareholder return for NVIDIA's common stock, the S&P 500 Index, and the Nasdaq 100 Index for the five years ended January 28, 2024.,  NVIDIA allocate the total transaction price to each distinct performance obligation on a relative standalone selling price basis., source_sentence: What is the amount of long-term deferred tax liabilities as of January 28, 2024?
sentences:  A 10% strengthening of the US dollar would result in a decrease of $116 million in accumulated other comprehensive income (loss) as of January 28, 2024, and $112 million as of January 29, 2023.,  Revenue from software licenses is recognized up front when the software is made available to the customer.,  $462 million., source_sentence: What is the amount of penalties related to unrecognized tax benefits that the company has accrued as of January 28, 2024?
sentences:  Macroeconomic factors, including inflation, increased interest rates, capital market volatility, global supply chain constraints, and global economic and geopolitical developments, may have direct and indirect impacts on the company's results of operations, particularly demand for its products, supply chain and manufacturing costs, employee wages, costs for capital equipment, and the value of its investments.,  $140 million.,  The key components of NVIDIA's data center platform include GPUs, DPUs, CPUs, and a large body of software, including the CUDA parallel programming model, CUDA-X acceleration libraries, APIs, SDKs, and domain-specific application frameworks., source_sentence: What are the potential risks to the company's operating results?
sentences:  The change resulted in an increase in operating income of $135 million and net income of $114 million after tax, or $0.05 per both basic and diluted share.,  Adverse rulings could occur, including monetary damages or fines, an injunction stopping the company from manufacturing or selling certain products, engaging in certain business practices, or requiring other remedies, such as compulsory licensing of patents.,  The company's operating results may be impacted by challenges in integrating acquisition target systems, difficulties with system integration with key suppliers and customers, training and change management needs, loss of or inability to sell to a significant number of customers, and changes in purchasing patterns or decisions by channel partners.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: bge base en
type: bge-base-en
metrics: type: cosine_accuracy@1
value: 0.4606741573033708
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.601123595505618
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6685393258426966
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7415730337078652
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4606741573033708
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.20037453183520593
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1337078651685393
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0741573033707865
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4606741573033708
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.601123595505618
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6685393258426966
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7415730337078652
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5949908809486526
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5487560192616373
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5588326293039799
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.4606741573033708
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.601123595505618
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6685393258426966
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7415730337078652
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4606741573033708
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.20037453183520593
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.1337078651685393
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.0741573033707865
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.4606741573033708
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.601123595505618
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.6685393258426966
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.7415730337078652
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5949908809486526
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5487560192616373
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5588326293039799
name: Dot Map@100
verified: no, type: cosine_accuracy@1
value: 0.7303370786516854
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314606741573034
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8876404494382022
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9269662921348315
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7303370786516854
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2771535580524344
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1775280898876404
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09269662921348312
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7303370786516854
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314606741573034
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8876404494382022
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9269662921348315
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8245911858212284
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7921950240770463
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.797491792209672
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.7303370786516854
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8314606741573034
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8876404494382022
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9269662921348315
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.7303370786516854
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2771535580524344
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.1775280898876404
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09269662921348312
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.7303370786516854
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8314606741573034
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.8876404494382022
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9269662921348315
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.8245911858212284
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7921950240770463
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.797491792209672
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-11-28 22:37:29