[Document] Fix formatting and typos in modifiers.

[mutichung]

Summary

Modified some of the docstrings within the llmcompressor.modifiers submodule, mainly:

• Minor typos.
• Example YAML config formatting ¹ so that they can be correctly rendered and easily copied by users.
• Lifecycle bullet list formatting.

Test Plan

• Code: both make quality and make style have been applied.
• Document:
  • Site is successfully built with make build and make serve.
  • Screenshot is provided for visual checks (left - original; right - modified).
    

Note

Hi, first-time contributor here. Thank you for the great work!

I'm currently on my way into learning/using the library. While reading through the docs, I noticed these small typos/bugs and felt like I can make the changes to improve the experiences of future readers, so here I am. Please let me know if there's something I did not take into consideration. Looking forward to further discussions!

Footnotes

1. Are there any preferences regarding YAML formatting? I went for 2 white spaces by following other correctly-formatted YAML samples, but am willing to change if I happen to miss any formatting guidelines. ↩

[github-actions]

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[HDCharles]

Artillery based quantization was sadly deemed out of scope.

[HDCharles]

Nice work!