2025
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
NAACL 2025findings
The rise of large language models (LLMs) has significantly advanced various natural language processing (NLP) tasks. However, the resource demands of these models pose substantial challenges. Structured pruning is an effective approach to reducing model size, but it often results in significant accu…