Phase 5: The Frontier Era¶
Goal: Explore cutting-edge techniques.
Modules¶
| Module | Status | Description |
|---|---|---|
| State Space Models | 🔲 | Mamba, S6 |
| Mixture of Experts | 🔲 | Sparse routing |
| LoRA | 🔲 | Parameter-efficient fine-tuning |
| Quantization | 🔲 | INT8, FP8, PTQ, QAT |
| Speculative Decoding | 🔲 | Draft models, parallel generation |
| RLHF | 🔲 | Conceptual overview |
🎯 Capstone¶
Apply LoRA to fine-tune a small transformer. Implement INT8 quantization and measure speedup.