This repository provides a PyTorch implementation for exploring knowledge distillation (KD) experiments on CIFAR-10. It implements a teacher-student training paradigm where a smaller student network learns from a larger pretrained teacher model (e.g., ResNet-18) using dark knowledge. The framework includes hyperparameter search utilities, tensorboard support, checkpoint management, and pretrained teacher models for download.