<!--Copyright 2025 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. -->

KarrasVeScheduler

KarrasVeScheduler is a stochastic sampler tailored to variance-expanding (VE) models. It is based on the Elucidating the Design Space of Diffusion-Based Generative Models and Score-based generative modeling through stochastic differential equations papers.

KarrasVeScheduler

[[autodoc]] KarrasVeScheduler

KarrasVeOutput

[[autodoc]] schedulers.deprecated.scheduling_karras_ve.KarrasVeOutput