The workflow I've built up over the last ~10 years of applied machine learning: eval sets, error analysis, and treating training data as a hyperparameter.
VisionAgent is a novel approach to solve complex visual reasoning tasks.
Physics of Language Models offers a deep dive into the inner workings of large language models (LLMs) and their reasoning processes.