Compression Ratio Adherence Factor

SNIPER framework optimizes LLM pruning with knapsack optimization

Researchers have developed SNIPER, a novel two-stage framework for structured pruning of large language models (LLMs). This method addresses limitations of existing greedy heuristics by first optimizing component alloca…