home/categories/machine-learning/nousresearch-hermes-agent-skills-mlops-training-trl-fine-tuning-skill-md
machine-learningdata-ai
fine-tuning-with-trl
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.
maintainer
NousResearch
Atualizado 3/9/2026
Estrelas
54282
Forks
7115
quick start
Installation and usage
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use fine-tuning-with-trl