Pixart & SANA, Complete Mastery of Diffusion III: Learning Through Implementation
We implement the latest Transformer-based PixArt and lightweight adaptation SANA step by step from theory to code. Building on DDPM·DDIM·LDM·DiT covered in Parts I·II, we complete hands-on practice including text encoder integration, samplers (DDIM/ODE), v-prediction/CFG tuning, and small-scale data style fine-tuning.
Python
Python
PyTorch
PyTorch
AI
AI
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