Back to Diffusers

Normalization layers

docs/source/en/api/normalization.md

0.37.11.9 KB
Original Source
<!--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. -->

Normalization layers

Customized normalization layers for supporting various models in 🤗 Diffusers.

AdaLayerNorm

[[autodoc]] models.normalization.AdaLayerNorm

AdaLayerNormZero

[[autodoc]] models.normalization.AdaLayerNormZero

AdaLayerNormSingle

[[autodoc]] models.normalization.AdaLayerNormSingle

AdaGroupNorm

[[autodoc]] models.normalization.AdaGroupNorm

AdaLayerNormContinuous

[[autodoc]] models.normalization.AdaLayerNormContinuous

RMSNorm

[[autodoc]] models.normalization.RMSNorm

GlobalResponseNorm

[[autodoc]] models.normalization.GlobalResponseNorm

LuminaLayerNormContinuous

[[autodoc]] models.normalization.LuminaLayerNormContinuous

SD35AdaLayerNormZeroX

[[autodoc]] models.normalization.SD35AdaLayerNormZeroX

AdaLayerNormZeroSingle

[[autodoc]] models.normalization.AdaLayerNormZeroSingle

LuminaRMSNormZero

[[autodoc]] models.normalization.LuminaRMSNormZero

LpNorm

[[autodoc]] models.normalization.LpNorm

CogView3PlusAdaLayerNormZeroTextImage

[[autodoc]] models.normalization.CogView3PlusAdaLayerNormZeroTextImage

CogVideoXLayerNormZero

[[autodoc]] models.normalization.CogVideoXLayerNormZero

MochiRMSNormZero

[[autodoc]] models.transformers.transformer_mochi.MochiRMSNormZero

MochiRMSNorm

[[autodoc]] models.normalization.MochiRMSNorm