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Transformer from Scratch · Optimizations and Modern Variants

LoRA, MoE and Future Directions

Optimizations and Modern Variants

Introduction

At the end of the course you will learn directions beyond a minimal Transformer: low-rank fine-tuning, mixture-of-experts models, quantization, longer context, and practical deployment tradeoffs.