--- icon: material/water-outline --- # ![Refiners](/assets/logo_light.png) Refiners is the simplest way to train and run [adapters](/concepts/adapter/) on top of foundation models. It is a microframework built on top of PyTorch with first-class citizen APIs for foundation model adaptation. Refiners is Open Source and published under the MIT License.