This AI Paper from Databricks and MIT Suggest Perplexity-Primarily based Information Pruning: Enhancing 3B Parameter Mannequin Efficiency and Enhancing Language Fashions

This AI Paper from Databricks and MIT Suggest Perplexity-Primarily based Information Pruning: Enhancing 3B Parameter Mannequin Efficiency and Enhancing Language Fashions

In machine studying, the main focus is commonly on enhancing the efficiency of enormous language fashions (LLMs) whereas lowering the related coaching prices. This endeavor continuously includes enhancing the standard of pretraining information, as the info’s high quality instantly impacts the effectivity and effectiveness of the coaching course of. One distinguished technique to attain that…