61 citations · 61 across the 1 of their papers we have counts for
3 papers
cs.CL2024★ 89 cited
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Zhihong Shao, Peiyi Wang, Qihao Zhu +8
Mathematical reasoning poses a significant challenge for language models due to its complex and structured nature. In this paper, we introduce DeepSeekMath 7B, which continues pre-…
cs.CL2024★ 95 cited
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
DeepSeek-AI, :, Xiao Bi +85
The rapid development of open-source large language models (LLMs) has been truly remarkable. However, the scaling law described in previous literature presents varying conclusions,…
stat.ML2014★ 61 cited
Sparse Generalized Eigenvalue Problem via Smooth Optimization
Junxiao Song, Prabhu Babu, Daniel P. Palomar
In this paper, we consider an -norm penalized formulation of the generalized eigenvalue problem (GEP), aimed at extracting the leading sparse generalized eigenvector of a…