Fix some documentation in ./src/diffusers/models/adapter.py

[ahnjj]

What does this PR do?

Fixes#9567

Fixes # (issue)

• Unified two expressions with the same meaning into one. (arguments / parameters -> args)
• Concise Summary and argument descriptions
• Corrected Grammar

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• This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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• Did you write any new necessary tests?

Who can review?

This PR tries to attempt a solution at one of the submodules listed in #9567 so I think @a-r-r-o-w is the best to review it. Alongside the same, @charchit7@yijun-lee and @SubhasmitaSw were also working on the same, so just a ping for the update on the same.

[stevhliu]

Thanks for improving, running make style should fix the failing CI tests!

[a-r-r-o-w]

Hey, seeing some quality tests failing. Could you run make style and push the changes?

[HuggingFaceDocBuilderDev]

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

[a-r-r-o-w]

It seems like you're on a different version of ruff than what we use on our CI, causing unrelated changes. Could you make sure your ruff version is 0.1.5, run make style again and push the changes? Sorry about the inconvenience!

[ahnjj]

It seems like you're on a different version of ruff than what we use on our CI, causing unrelated changes. Could you make sure your ruff version is 0.1.5, run make style again and push the changes? Sorry about the inconvenience!

Thanks for your help!
I installed 0.1.5 version ruff, run make style and it shows an error with 'doc-builder'.
Do you happen to know regarding this? Thank you so much!

make: doc-builder: Command not found
make: *** [Makefile:59: style] Error 127

[a-r-r-o-w]

Could you try pip install hf-doc-builder? We use this for building docs. Although, I don't think you need to build docs locally (as it's automatically built by our CI workflows), so just pushing the relevant quality fixes with the correct ruff version is required (because, right now, it's over 3000+ changes now with a different version). Let me know if you're facing any problems, and I'd be happy to push from my end :)

[ahnjj]

so just pushing the relevant quality fixes with the correct ruff version is required (because, right now, it's over 3000+ changes now with a different version). Let me know if you're facing any problems, and I'd be happy to push from my end :)

Thank you so much with your help!
I made adjustment ( with 0.1.5 version ruff)
Please let me know if anything left for merge! : >

[a-r-r-o-w]

@stevhliu Good to merge? All tests are passing now