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Add Efficient Online Training with GRPO and vLLM in TRL recipe #334

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Add Efficient Online Training with GRPO and vLLM in TRL recipe
sergiopaniego Oct 1, 2025
463f240
Updated notebook
sergiopaniego Oct 2, 2025
4c8c219
Notebook updated
sergiopaniego Oct 3, 2025
f6da4fc
Updated notebook
sergiopaniego Oct 3, 2025
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5 changes: 3 additions & 2 deletions notebooks/en/_toctree.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -88,8 +88,9 @@
title: Hyperparameter Optimization with Optuna and Transformers
- local: function_calling_fine_tuning_llms_on_xlam
title: Fine-tuning LLMs for Function Calling with the xLAM Dataset


- local: grpo_vllm_online_training
title: Efficient Online Training with GRPO and vLLM in TRL


- title: Computer Vision Recipes
isExpanded: false
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17,209 changes: 17,209 additions & 0 deletions notebooks/en/grpo_vllm_online_training.ipynb
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2 changes: 1 addition & 1 deletion notebooks/en/index.md
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Expand Up @@ -7,11 +7,11 @@ applications and solving various machine learning tasks using open-source tools

Check out the recently added notebooks:

- [Efficient Online Training with GRPO and vLLM in TRL](grpo_vllm_online_training)
- [Fine-tuning LLMs for Function Calling with the xLAM Dataset](function_calling_fine_tuning_llms_on_xlam)
- [Post training an VLM for reasoning with GRPO using TRL](fine_tuning_vlm_grpo_trl)
- [TRL GRPO Reasoning with Advanced Reward](trl_grpo_reasoning_advanced_reward)
- [Fine-Tuning a Vision Language Model with TRL using MPO](fine_tuning_vlm_mpo)
- [Fine tuning a VLM for Object Detection Grounding using TRL](fine_tuning_vlm_object_detection_grounding)

You can also check out the notebooks in the cookbook's [GitHub repo](https://github.com/huggingface/cookbook).

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