This repository aggregates must-read papers and blog posts on long context modeling for large language models. It covers topics like length extrapolation, context compression, state space models, benchmarks, and evaluation methodologies for handling extended contexts. The collection includes a survey paper and is organized to help researchers track developments in extending LLM context windows and efficiency.