Update NNCF to 2.10. Enable AWQ algorithm.

[nikita-savelyevv]

What does this PR do?

• Update NNCF to 2.10
• Enable AWQ weight compression algorithm

Before submitting

• This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
• Did you make sure to update the documentation with your changes?
• Did you write any new necessary tests?

[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.

[AlexKoff88]

CI is down due to the required new version of NNCF. I am ok with the changes.
@echarlaix, we will notify you once the release is out.

[echarlaix]

Looks good, thanks @nikita-savelyevv

[echarlaix]

Also would it make sense to have specific configs for different methodologies such as OVAwqConfig like done in transformers what do you think @AlexKoff88 @nikita-savelyevv ?

[AlexKoff88]

@echarlaix, AWQ is just a part of our weight quantization pipeline, not a separate method. I don't think we need a separate config for it. It is better to have it as an option that can be turned on.