Revolutionizing LLM Fine-tuning: NAIT Selects Top Instruction Data for Superior Performance

NAIT introduces a novel approach to Large Language Model (LLM) Instruction Tuning by selecting the most relevant data using neuron activation patterns. This innovative framework significantly boosts performance, allowing models to achieve superior results with just a fraction of the training data. The cost and time reductions are remarkable, making LLM training more efficient than ever before.