diffusers

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Support for multiple fine-tuned concepts & classes on one model with Dreambooth

1

**Is your feature request related to a problem? Please describe.** I'd like to add multiple people and/or objects to a single model and finetune my model for that. For example,...

jslegers

ImportError: cannot import name 'PROTOCOL_TLS' from 'urllib3.util.ssl_'

3

### Describe the bug When I import accelerate after installing it, and urllib3 (which was verified via `urllib3.__version__`) I get the following error *only one time*. When I run the...

WASasquatch

[Community] Move the number "0.18215" from the image2image process to VAE config

10

## There is a magic number "0.18215" in the repository In the file `src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py`, there is a number "0.18215" in line 220 and line 342, which is strange since it...

wangyu-ustc

Begin simplifying CrossAttention so that it works better on the Apple Neural Engine

2

Hi folks, This is to [address this issue](https://github.com/huggingface/diffusers/issues/669). I converted this CrossAttention portion with coremltools, and it does in fact remove about 4 reshape operation and a few transposes, getting...

MatthewWaller

add device map and accelerate to DiffusionPipeline abstraction to reduce memory footprint when loading model

2

**Is your feature request related to a problem? Please describe.** As a follow up for #281 we could add the device map and the possibility to load weights using `accelerate`...

piEsposito

Fast generation of smaller images with the option to generate the large 512x512 version later

4

Hello! I am afraid that there could be two technical reasons that my request could not be solved. But may be I am wrong. As everybody knows not every generated...

Marcophono2

Handle `kwargs` and not serializable values as configuration attributes

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Context: #655. A `kwargs` argument was added to schedulers in https://github.com/huggingface/diffusers/commit/d7dcba4a130a2eeecd46fc1d2ed244f54fd2a8f6 just to display a deprecation warning. `kwargs` was interpreted as a configurable attribute, but it could not be serialized....

pcuenca

¿Can i save all images of generation process?

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I would like to save each image generated at each step of the image generation process. ¿Is possible?

elcejo

Reduce duplicated code in stable diffusion pipelines

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Duplicated code is bad codding practice and makes fixing and changing code harder. This pr removes some of duplicated code from multiple stable diffusion pipelines by making all `StableDiffusionPipeline`'s inherit...

emsi

[Docs] Doc Sprint on Wednesday Sep 7

21

** There is still more TODO, to see open options, see [this comment](https://github.com/huggingface/diffusers/issues/293#issuecomment-1239822401)** ---- Let's add them docs. - Create a minimum toctree with mostly blank pages to get it...

patrickvonplaten