Model Architectures · Go deeper
Efficient Model Designs
LoRA, quantization, distillation, and mixture-of-experts — the tricks that shrink giant models onto real-world budgets.
- 45 min lesson
- advanced level
- Narrated presentation
What you’ll learn
- Quantization (INT8/4-bit)
- Knowledge distillation
- LoRA and QLoRA
- Mixture-of-Experts routing
- FlashAttention
- Cost-quality tradeoffs
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 2 videos. You answer as you go, and the platform checks your work.