Building an AI Agent for LLM Experiments with Autoresearch

TL;DR

• Autoresearch is an open-source Python tool that enables AI agents to run LLM experiments on a single GPU.
• The tool automates the process of training language models by editing the training code and reading the loss score.
• The AI agent decides whether the change helped or hurt based on the loss score and repeats the process.
• No prior ML research experience is required to run autoresearch.
• The tool can be used to improve language model performance by discovering new changes that genuinely improve the model.
• A step-by-step guide is provided to running autoresearch on your own machine.