# Fine-tuning for Amazon Nova models
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Fine-tuning Amazon Nova models on SageMaker HyperPod supports Supervised Fine-Tuning (SFT) and Reinforcement Fine-Tuning (RFT). Each technique serves different customization needs and can be applied to different Amazon Nova model versions. SageMaker HyperPod additionally supports [Pre-training for Amazon Nova models](nova-hp-training.md) for domain-specific knowledge acquisition.

**Topics**
+ [Supervised fine-tuning (SFT) on Nova 2.0 on SageMaker HyperPod](nova-sft-2-smhp.md)
+ [Reinforcement fine-tuning (RFT) on Nova 2.0 on SageMaker HyperPod](nova-hp-rft-nova2.md)