StarCoder is a large language model trained on source code and natural language from GitHub repositories, issues, commits, and notebooks. The repository provides code for fine-tuning the model as a coding assistant, inference setup, evaluation, and text-generation-inference integration. It includes training pipelines using PEFT adapters and a chat variant for conversational code assistance.