.jpg)
TL;DR: What We Found
We ran thousands of experiments on many-shot in-context learning (ICL) across multiple benchmarks, model sizes, and prompting strategies. Here are the headline findings:
Many-Shot Prompting: A Practical Guide to In-Context Learning at Scale