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Materials for the Hugging Face Diffusion Models Course

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**Location:** Unit 1 main page **URL:** https://huggingface.co/learn/diffusion-course/unit1/1 **Issue:** Two emoji codes are displaying as plain text instead of rendering as actual emojis. **1. Rocket emoji in "Start this Unit" section:**...

**Location:** Unit 1 main page - "What Are Diffusion Models?" section **URL:** https://huggingface.co/learn/diffusion-course/unit1/1 **Issue:** The training steps are currently written in a single paragraph with inline numbering, which makes them...

by GPT **Summary** The Unit 1 “Introduction to Diffusers” notebook still installs `pyarrow==9.0.0`. On Colab (Python 3.11/3.12), that pin has no prebuilt wheels, so the first setup cell fails with...

![IMG_6479](https://github.com/user-attachments/assets/6e20a014-8f32-4ccc-97a7-202be94dccf6) Bb

Two images are broken in unit 3's readme. Fixed by adding `https://huggingface.co/datasets/huggingface-course/documentation-images/resolve/main/diffusion-course/`. Thanks for the course!