Hi! I’m Umar Jamil 👨🏽

🌅 Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation 🪢 ML Interpretability: feature visualization, adversarial example, interp. for language models 🕸️ Kolmogorov-Arnold Networks: MLP vs KAN, Math, B-Splines, Universal Approximation Theorem 🎯 Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math derivations 📐 Reinforcement Learning from Human Feedback explained with math derivations and the PyTorch code 🐍 Mamba and S4 Explained: Architecture, Parallel Scan, Kernel Fusion, Recurrent, Convolution, Math...