Anyone Can Train an LLM: How GuppyLM Strips Away the Complexity

GuppyLM challenges the misconception that language model training is an exclusive, complex endeavor reserved for elite researchers. By demonstrating that a functional LLM can be trained in five minutes on accessible hardware, it fundamentally shifts the conversation toward transparency and hands-on learning. This accessibility-first approach is vital for building a community of developers who understand AI fundamentals rather than treating models as black boxes.