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Materials for the Hugging Face Diffusion Models Course

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I have spotted an Issue not directly for this notebook but for Mac m1 users. If you set `device = torch.device("cpu")` the output of `show_images(xb).resize((8 * 64, 64), resample=Image.NEAREST)` gives...

In Readme.md: * License Badge added * Repository Fork Count Badge Added * Made With Jupyter Notebook Badge Added * Made With Pytorch Badge Added

Minor typos fixed in `unit1/01_introduction_to_diffusers.ipynb` and `unit1/02_diffusion_models_from_scratch.ipynb`

On the formula for q(xt | x0) on text between cell 9 and 10 of notebook 01_introduction_to_diffusers, currently the formula is stated as : q(xt | x0) ~ N(sqrt(1-alpha)*x0, sqrt(1-alpha)*I)...

Added code example for loading images from a local folder.

I am running the following in a VSCode notebook remotely: ``` #!%load_ext autoreload #!%autoreload 2 %%sh pip install -q --upgrade pip pip install -q --upgrade diffusers transformers scipy ftfy huggingface_hub...

## Tracking progress for publishing the course to [hf.co/learn](https://huggingface.co/learn) - [x] make necessary doc-builder changes https://github.com/huggingface/doc-builder/pull/490 https://github.com/huggingface/doc-builder/pull/491 https://github.com/huggingface/doc-builder/pull/492 - [ ] Publish course to hf.co/learn: - [x] https://github.com/huggingface/diffusion-models-class/pull/76 - [...

Once the course is published to hf.co/learn, bring the french notebooks back from https://github.com/huggingface/diffusion-models-class/pull/76 deletion

Hello, thank you for your kind courses. but where can I find the Chinese version of the courses? Thank you.