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- Add comprehensive README section showcasing 75% accuracy goal - Update dataloader module README with CIFAR-10 support details - Update training module README with checkpointing features - Create complete CIFAR-10 training guide for students - Document all north star implementations in CLAUDE.md Students can now train real CNNs on CIFAR-10 using 100% TinyTorch code.