Add TRL GRPO Reasoning with Advanced Reward notebook

notebooks/en/_toctree.yml

@@ -78,6 +78,8 @@
           title: Scaling Test-Time Compute for Longer Thinking in LLMs
         - local: fine_tuning_llm_grpo_trl
           title: Post training an LLM for reasoning with GRPO in TRL
+        - local: trl_grpo_reasoning_advanced_reward
+          title: TRL GRPO Reasoning with Advanced Reward
         - local: medical_rag_and_reasoning
           title: HuatuoGPT-o1 Medical RAG and Reasoning
         - local: fine_tune_chatbot_docs_synthetic

notebooks/en/index.md

@@ -8,6 +8,7 @@ applications and solving various machine learning tasks using open-source tools
 Check out the recently added notebooks:
 
 - [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)
 - [Hyperparameter Optimization with Optuna and Transformers](optuna_hpo_with_transformers)