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Fix installation errors and the example for limited resources #4849

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📌 Checklist before creating the PR

  • I have created an issue for this PR for traceability
  • The title follows the standard format: [doc/gemini/tensor/...]: A concise description
  • I have added relevant tags if possible for us to better distinguish different PRs

🚨 Issue number

This should fix #4847 #2743 #3602 #3370 #2972

📝 What does this PR do?

  • Improve installation documentation for apex which plays a role in Colossal-AI installation.
  • Fix the gradient_accumulation error when using colossalai_gemini strategy in the limited resources.

💥 Checklist before requesting a review

  • I have linked my PR to an issue (instruction)
  • My issue clearly describes the problem/feature/proposal, with diagrams/charts/table/code if possible
  • I have performed a self-review of my code
  • I have added thorough tests.
  • I have added docstrings for all the functions/methods I implemented

⭐️ Do you enjoy contributing to Colossal-AI?

  • 🌝 Yes, I do.
  • 🌚 No, I don't.

Tell us more if you don't enjoy contributing to Colossal-AI.

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Successfully merging this pull request may close these issues.

[BUG]: AssertionError: Accumulation steps are not supported in stage 3 of ColossalAI
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