most citedEnhancing Large Language Model Performance with Gradient-Based Parameter Selection

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2025

EpiCoder: Encompassing Diversity and Complexity in Code Generation

Yaoxiang Wang, Haoling Li, Xin Zhang +10

Existing methods for code generation use code snippets as seed data, restricting the complexity and diversity of the synthesized data. In this paper, we introduce a novel feature t…

cs.CL2024

Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training

Zheheng Luo, Xin Zhang, Xiao Liu +4

It is well-known that a diverse corpus is critical for training large language models, which are typically constructed from a mixture of various domains. In general, previous effor…