Model: rezarahim/bge-finetuned-reranker
Author: rezarahim
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:178, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-reranker-base, base_model:finetune:BAAI/bge-reranker-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-reranker-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:178, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-reranker-base
widget: source_sentence: What is the basis for the company's calculation of deferred tax assets and liabilities?
sentences:  We could be subject to various penalties or restrictions on our ability to conduct our business, which could have a material and adverse impact on our business, operating results, and financial condition.,  The company's calculation of deferred tax assets and liabilities is based on certain estimates and judgments and involves dealing with uncertainties in the application of complex tax laws.,  March 4, 2024., source_sentence: What are some situations that may result in excess or obsolete inventory or excess product purchase commitments?
sentences:  20%,  NVIDIA's common stock is traded on the Nasdaq Global Select Market under the symbol NVDA.,  Changes in business and economic conditions, changes in market conditions, sudden and significant decreases in demand for products, inventory obsolescence due to changing technology and customer requirements, new product introductions, failure to estimate customer demand properly, ordering in advance of historical lead-times, government regulations, and changes in future demand or increase in demand for competitive products., source_sentence: What are the primary methods used by the company to protect its intellectual property?
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.,  Forfeitures are estimated based on historical experience and revised semi-annually if actual forfeitures differ from those estimates.,  The company relies primarily on a combination of patents, trademarks, trade secrets, employee and third-party nondisclosure agreements, and licensing arrangements to protect its intellectual property in the United States and internationally., source_sentence: What are the potential consequences of an unfavorable outcome in the litigation and regulatory proceedings mentioned in the text?
sentences:  The new licensing requirements apply to exports of certain products, including A100, A800, H100, H800, L4, L40, L40S, and RTX 4090, exceeding certain performance thresholds to China, Country Groups D1, D4, and D5, and to parties headquartered in or with an ultimate parent headquartered in Country Group D5, including China.,  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 main components of the NVIDIA accelerated computing platform include GPUs, DPUs, interconnects, and fully optimized AI and high-performance computing software stacks., source_sentence: What are the potential risks associated with the company's acquisitions and strategic investments?
sentences:  $7,280.,  The company could face significant consequences, including government enforcement actions, litigation, additional reporting requirements and/or oversight, bans on processing personal data, and orders to destroy or not use personal data, which could have a material adverse effect on its reputation, business, or financial condition.,  The potential risks include impairment of the company's ability to grow its business, develop new products, or sell its products, as well as the possibility of regulatory conditions reducing the value of the acquisition, volatility in results, losses up to the value of the investment, and impairment losses due to the failure of the invested companies.
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-reranker-base
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: bge base en
type: bge-base-en
metrics: type: cosine_accuracy@1
value: 0.0056179775280898875
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.05056179775280899
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.0898876404494382
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.16853932584269662
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.0056179775280898875
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.016853932584269662
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.017977528089887642
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.016853932584269662
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.0056179775280898875
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.05056179775280899
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.0898876404494382
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.16853932584269662
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.07282854323415827
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.044208132691278754
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.07494028485986497
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.016853932584269662
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.033707865168539325
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.08426966292134831
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.1853932584269663
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.016853932584269662
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.011235955056179775
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.016853932584269662
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.018539325842696634
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.016853932584269662
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.033707865168539325
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.08426966292134831
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.1853932584269663
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.07894273048552719
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.04782637774210808
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.07569131465859923
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 6
Created: 2025-01-03 02:24:40