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docs(diffusion RL v0.1): add single-prompt multi-generation guide#25

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MikukuOvO wants to merge 1 commit intodiffusion_RL_v0.1from
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docs(diffusion RL v0.1): add single-prompt multi-generation guide#25
MikukuOvO wants to merge 1 commit intodiffusion_RL_v0.1from
docs/diffusion_RL_v0.1_fengliny

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Summary

This draft PR adds documentation for the diffusion RL v0.1 branch:

  • Adds an advanced guide for single-prompt multi-generation in Miles Diffusion.
  • Explains the relationship between prompt groups, n_samples_per_prompt, diffusion_microgroup_size, and SGLang-D num_outputs_per_prompt.
  • Documents current OCR and PickScore recipe settings, the SGLang-D dependency, known limitations, validation checklist, and practical guidance.

Validation

  • Ran git diff --check rockdu/diffusion_RL_v0.1...rockdu/docs/diffusion_RL_v0.1_fengliny.
  • Confirmed the PR-style diff adds docs/advanced/single_prompt_multi_generation.md only.
  • Confirmed there was no existing open PR from Rockdu:docs/diffusion_RL_v0.1_fengliny into diffusion_RL_v0.1 before opening this PR.

Notes

This is intentionally opened as a draft so the same PR can continue to receive follow-up documentation updates without creating duplicate PRs.

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