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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.