Shypd.aiThe largest open index of AI toolsLLM-RL-Visualized is a Research & Education tool that provides over 100 original diagrams explaining large language models (LLMs) and reinforcement learning (RL). It covers LLM and VLM principles, training algorithms, and optimization techniques.
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LLM-RL-Visualized offers a comprehensive collection of over 100 original architectural diagrams to systematically explain large language models (LLMs) and reinforcement learning (RL). This resource delves into the core principles of LLMs and Vision-Language Models (VLMs), various training algorithms such as RLHF, GRPO, DPO, SFT, and CoT distillation, as well as optimization techniques like RAG. Authored by the creator of "Large Model Algorithms," it serves as a valuable visual aid for understanding complex AI concepts. The repository is continuously updated with corrections and additions, providing high-definition diagrams and scalable SVG vector images for detailed study.
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