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🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

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This PR shows how to generate images with custom height and width, for example can be used to generate recatngular images. ```python pipe(prompt, height=512, width=256, guidance_scale=7.5)["sample"] ```

Thanks for open-sourcing this great repo! I have been using this code with stable diffusion checkpoints. There are 2 key features that https://github.com/CompVis/stable-diffusion supports, but seem to be missing here:...

enhancement

This is mostly a question. I find it a little weird that the output of `encode` in `AutoencoderKL` is the diagonal Gaussian distribution from which the hidden states are obtained,...

### Describe the bug https://github.com/huggingface/diffusers/blob/92b6dbba1a25ed27b0bae38b089715132c7e6bcc/examples/train_unconditional.py#L168 This is a minor thing, but I think this should be `torch.Generator().manual_seed(0)`. In my understanding, if `torch.manual_seed` is called, it sets the seed globally and...

bug

### Describe the bug Following this section of the diffuser's training example: ``` # Or just load images from a local folder! config.dataset = "imagefolder" dataset = load_dataset(config.dataset, data_dir="path/to/folder") ```...

bug

### Describe the bug The readme file in pipelines describes glide but the link is broken as glide folder does not exist, was it removed? ### Reproduction _No response_ ###...

bug
enhancement

**Is your feature request related to a problem? Please describe.** The `ModelMixin.from_pretrained` has a keyword argument `subfolder`, but it's not documented in its docstring and it's hard for newcomers to...

Hi, 2 quick questions around this: - Is there any colab / guiding doc around leveraging this model for image inpainting? - Given a source person + t-shirt image, how...

enhancement

**Is your feature request related to a problem? Please describe.** This is a minor thing, but I find the progress bar annoying when I run inference with pipeline successively. See...