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[Doc]: Update AWQ Guide #26840

@HDCharles

Description

@HDCharles

📚 The doc issue

Situation: AutoAWQ functionality was adopted by llm-compressor but vllm docs point to AutoAWQ which is deprecated

Suggest a potential alternative/fix

  1. Update the AutoAWQ guide to use the llm-compressor apis/flow
  2. Make sure to also update links in quantization doc

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