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Summary

This PR updates the paper index documentation to include additional research papers and their corresponding implementation configurations within the TRL package.

Changes

  • Added new paper entries with proper references and configuration examples
  • Included implementation details and parameter settings for reproducibility
  • Enhanced documentation to help users understand and reproduce training configurations

This update expands the paper index to provide better coverage of research implementations available in TRL, making it easier for users to find and use relevant configurations for their research and experiments.

@qgallouedec
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Can you also mention that we don't support dynamic sampling

- Added DAPO (An Open-Source LLM Reinforcement Learning System at Scale) section
- Includes proper paper reference and implementation details
- Added training configuration parameters from DAPO paper section 4.1
@behroozazarkhalili
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Can you also mention that we don't support dynamic sampling

Done. I also added mask_truncated_completions = True to the configuration.

behroozazarkhalili and others added 3 commits August 22, 2025 06:36
- Added Dr. GRPO configuration example with training parameters
- Includes paper reference and implementation details from training section
- Added parameters: loss_type, batch_size, num_generations, prompt/completion lengths, beta
behroozazarkhalili and others added 3 commits August 22, 2025 11:51
Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
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it's looking gooooood

@HuggingFaceDocBuilderDev

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@qgallouedec qgallouedec changed the title Update paper_index section 🗂 Update paper_index section Aug 22, 2025
@qgallouedec qgallouedec merged commit 181a841 into huggingface:main Aug 22, 2025
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LuisVasquezBSC pushed a commit to langtech-bsc/trl that referenced this pull request Aug 28, 2025
Co-authored-by: behroozazarkhalili <ermiaazarkhalili>
Co-authored-by: Quentin Gallouédec <gallouedec.quentin@gmail.com>
Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
LuisVasquezBSC pushed a commit to langtech-bsc/trl that referenced this pull request Aug 28, 2025
Co-authored-by: behroozazarkhalili <ermiaazarkhalili>
Co-authored-by: Quentin Gallouédec <gallouedec.quentin@gmail.com>
Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
SamY724 pushed a commit to SamY724/trl that referenced this pull request Sep 6, 2025
Co-authored-by: behroozazarkhalili <ermiaazarkhalili>
Co-authored-by: Quentin Gallouédec <gallouedec.quentin@gmail.com>
Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
@qgallouedec qgallouedec mentioned this pull request Oct 30, 2025
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3 participants