llm-operator-math

Decompose any LLM (or VLM) into fine-grained operators, write long-form math explainer READMEs, implement each operator in pure NumPy, and validate against PyTorch ground truth activations. Use when a user wants to study, explain, or verify the mathematical internals of a neural network model operator-by-operator.