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馃悰 Bug ReportReport a bug on Diffusersbug

Thanks a lot for taking the time to file this issue 馃.
Issues do not only help to improve the library, but also publicly document common problems, questions, workflows for the whole community!
Thus, issues are of the same importance as pull requests when contributing to this library 鉂わ笍.
In order to make your issue as useful for the community as possible, let's try to stick to some simple guidelines:

    1. Please try to be as precise and concise as possible.
      Give your issue a fitting title. Assume that someone which very limited knowledge of Diffusers can understand your issue. Add links to the source code, documentation other issues, pull requests etc...
    1. If your issue is about something not working, always provide a reproducible code snippet. The reader should be able to reproduce your issue by only copy-pasting your code snippet into a Python shell.
      The community cannot solve your issue if it cannot reproduce it. If your bug is related to training, add your training script and make everything needed to train public. Otherwise, just add a simple Python code snippet.
    1. Add the minimum amount of code / context that is needed to understand, reproduce your issue.
      Make the life of maintainers easy. diffusers is getting many issues every day. Make sure your issue is about one bug and one bug only. Make sure you add only the context, code needed to understand your issues - nothing more. Generally, every issue is a way of documenting this library, try to make it a good documentation entry.
    1. For issues related to community pipelines (i.e., the pipelines located in the examples/community folder), please tag the author of the pipeline in your issue thread as those pipelines are not maintained.

For more in-detail information on how to write good issues you can have a look here.

A clear and concise description of what the bug is. If you intend to submit a pull request for this issue, tell us in the description. Thanks!

Please provide a minimal reproducible code which we can copy/paste and reproduce the issue.

Please include the Python logs if you can.

Please share your system info with us. You can run the command diffusers-cli env and copy-paste its output below.

Your issue will be replied to more quickly if you can figure out the right person to tag with @.
If you know how to use git blame, that is the easiest way, otherwise, here is a rough guide of who to tag.

All issues are read by one of the core maintainers, so if you don't know who to tag, just leave this blank and
a core maintainer will ping the right person.

Please tag a maximum of 2 people.

Questions on DiffusionPipeline (Saving, Loading, From pretrained, ...):

Questions on pipelines:

Questions on models:

Questions on Schedulers: @yiyixuxu @patrickvonplaten

Questions on LoRA: @sayakpaul @patrickvonplaten

Questions on Textual Inversion: @sayakpaul @patrickvonplaten

Questions on Training:

Questions on Tests: @DN6 @sayakpaul @yiyixuxu

Questions on Documentation: @stevhliu

Questions on JAX- and MPS-related things: @pcuenca

Questions on audio pipelines: @DN6 @patrickvonplaten