LLM-RL-Visualized is an open-source GitHub repository offering over 100 original SVG diagrams that visually explain core concepts and architectures related to large language models (LLMs), vision-language models (VLMs), reinforcement learning (RL), and associated training algorithms such as RLHF, GRPO, DPO, and SFT.