Dhruv Nair

Understood. Would it be possible to run your experiment again and send the data that is currently being sent to rank 0 to another rank to see if the same...

Got it. Would it be possible to take a look at the data being sent to rank 0 to see if there is anything unusual about it? Also if you...

> Also is it not possible to repurpose the existing cascade conversion script to account for the lite variant? Based on discussion here: https://huggingface.slack.com/archives/C065E480NN9/p1709892168966619?thread_ts=1709890560.672549&cid=C065E480NN9

> Could you leverage the functionalities from that PR to refactor this PR a bit i.e., move the state dict munging functions to single_file_utils.py, make single-file support for Lite is...

Closing as this seems resolved. Feel free to reopen if the issue persists.

@juan-lalo What version of diffusers are you using? Please run `diffusers-cli env` and share the output.

Looking good overall 👍🏽 Left some comments. Regarding the naming, we could perhaps call the module `ControlNetXSAdapter`? Since its behaviour is similar to our other adapters? cc: @yiyixuxu

@UmerHA All good. We can break up the tests in a follow up PR.

@UmerHA We have failing slow tests because the checkpoint doesn't seem to be updated. Can you take care of this please Raised an issue: #7694

Thanks for flagging @tianze0926 I think we can update the hints. Would you like to open a PR for it?