Refine the document of quantization.

[codereba]

Just suggest to refine some texts after I read the doc word by word.

[pytorch-bot]

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/1809

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❌ 3 New Failures

As of commit e1ba50c with merge base 4a4925f ():

NEW FAILURES - The following jobs have failed:

• Run Regression Tests / test (CUDA 2.4, linux.g5.12xlarge.nvidia.gpu, torch==2.4.0, cuda, 12.1) / linux-job (gh)
  RuntimeError: Command docker exec -t ea58b54fd25707bbb022d4f971d7981f8c3c47d7c34dcd3b5e39a86e2239dbec /exec failed with exit code 1
• Run Regression Tests / test (CUDA 2.5.1, linux.g5.12xlarge.nvidia.gpu, torch==2.5.1 --index-url https://download.pytorch... / linux-job (gh)
  RuntimeError: Command docker exec -t c88fcf460dbe4d85f3ab6b06e9ce5839262852766a7e791dabc29471106841bc /exec failed with exit code 1
• Run TorchAO Experimental Tests / test (macos-14) (gh)
  Process completed with exit code 127.

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