A user on r/LocalLLaMA discusses the hobby of training AI models from scratch on consumer-grade hardware to test emerging research techniques. Using a high-end system featuring an RTX 5090 and a Ryzen 9 9950X3D2, the user experiments with novel methods such as Titans and DeepSeek's engrams research.