Optimizing LLM Inference: A Deep Dive into max_tokens Performance

This research provides valuable insights into the optimal configuration of `max_tokens` for Large Language Model (LLM) inference, a crucial parameter impacting both accuracy and latency. By meticulously examining different models and prompting strategies, the study offers practical guidance for developers seeking to maximize LLM performance. The findings highlight how crucial it is to tune `max_tokens` for each model and strategy to get the best result.