2 papers
cs.CL2025
Data-efficient LLM Fine-tuning for Code Generation
Weijie Lv, Xuan Xia, Sheng-Jun Huang
Large language models (LLMs) have demonstrated significant potential in code generation tasks. However, there remains a performance gap between open-source and closed-source models…
cs.CL2024
CodeACT: Code Adaptive Compute-efficient Tuning Framework for Code LLMs
Weijie Lv, Xuan Xia, Sheng-Jun Huang
Large language models (LLMs) have shown great potential in code-related tasks, yet open-source models lag behind their closed-source counterparts. To bridge this performance gap, e…