2 papers
cs.SE2024
Less is More: Towards Green Code Large Language Models via Unified Structural Pruning
Guang Yang, Yu Zhou, Xiangyu Zhang +5
The extensive application of Large Language Models (LLMs) in generative coding tasks has raised concerns due to their high computational demands and energy consumption. Unlike prev…
cs.SE2024
Less is More: DocString Compression in Code Generation
Guang Yang, Yu Zhou, Wei Cheng +7
The widespread use of Large Language Models (LLMs) in software engineering has intensified the need for improved model and resource efficiency. In particular, for neural code gener…