← Latent Diffusion to SANA

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Section 1 · Lecture 5 · 12:18

Unconditional LDM implementation

← VAE Conditional LDM implementation →

Curriculum

0/23 done

0. Welcome

welcome and course overview1m

1. Latent Diffusion and Stable Diffusion

Materials for this section

1 notebook

03_LDM.ipynb

2. Diffusion Transformers

Materials for this section

1 notebook

04_dit.ipynb

3. PixArt-alpha

Materials for this section

1 notebook

05_pixart.ipynb

4. SANA

Materials for this section

1 notebook

06_sana.ipynb

Course-wide files

Applies to every section

1 doc · 6 code files

Notebook notes
__init__.py
diffusion.py
models.py
training.py
visualization.py
Python requirements

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Unconditional LDM implementation — Latent Diffusion to SANA | SOTAAZ Blog