| <!--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. |
| --> |
|
|
| # Attention Processor |
|
|
| An attention processor is a class for applying different types of attention mechanisms. |
|
|
| ## AttnProcessor |
|
|
| [[autodoc]] models.attention_processor.AttnProcessor |
| |
| [[autodoc]] models.attention_processor.AttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.AttnAddedKVProcessor |
|
|
| [[autodoc]] models.attention_processor.AttnAddedKVProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.AttnProcessorNPU |
| |
| [[autodoc]] models.attention_processor.FusedAttnProcessor2_0 |
| |
| ## Allegro |
| |
| [[autodoc]] models.attention_processor.AllegroAttnProcessor2_0 |
| |
| ## AuraFlow |
| |
| [[autodoc]] models.attention_processor.AuraFlowAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.FusedAuraFlowAttnProcessor2_0 |
| |
| ## CogVideoX |
| |
| [[autodoc]] models.attention_processor.CogVideoXAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.FusedCogVideoXAttnProcessor2_0 |
| |
| ## CrossFrameAttnProcessor |
| |
| [[autodoc]] pipelines.deprecated.text_to_video_synthesis.pipeline_text_to_video_zero.CrossFrameAttnProcessor |
|
|
| ## Custom Diffusion |
|
|
| [[autodoc]] models.attention_processor.CustomDiffusionAttnProcessor |
| |
| [[autodoc]] models.attention_processor.CustomDiffusionAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.CustomDiffusionXFormersAttnProcessor |
|
|
| ## Flux |
|
|
| [[autodoc]] models.attention_processor.FluxAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.FusedFluxAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.FluxSingleAttnProcessor2_0 |
|
|
| ## Hunyuan |
|
|
| [[autodoc]] models.attention_processor.HunyuanAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.FusedHunyuanAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.PAGHunyuanAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.PAGCFGHunyuanAttnProcessor2_0 |
|
|
| ## IdentitySelfAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.PAGIdentitySelfAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.PAGCFGIdentitySelfAttnProcessor2_0 |
| |
| ## IP-Adapter |
| |
| [[autodoc]] models.attention_processor.IPAdapterAttnProcessor |
|
|
| [[autodoc]] models.attention_processor.IPAdapterAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.SD3IPAdapterJointAttnProcessor2_0 |
|
|
| ## JointAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.JointAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.PAGJointAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.PAGCFGJointAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.FusedJointAttnProcessor2_0 |
| |
| ## LoRA |
| |
| [[autodoc]] models.attention_processor.LoRAAttnProcessor |
|
|
| [[autodoc]] models.attention_processor.LoRAAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.LoRAAttnAddedKVProcessor |
| |
| [[autodoc]] models.attention_processor.LoRAXFormersAttnProcessor |
|
|
| ## Lumina-T2X |
|
|
| [[autodoc]] models.attention_processor.LuminaAttnProcessor2_0 |
|
|
| ## Mochi |
|
|
| [[autodoc]] models.attention_processor.MochiAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.MochiVaeAttnProcessor2_0 |
|
|
| ## Sana |
|
|
| [[autodoc]] models.attention_processor.SanaLinearAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.SanaMultiscaleAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.PAGCFGSanaLinearAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.PAGIdentitySanaLinearAttnProcessor2_0 |
|
|
| ## Stable Audio |
|
|
| [[autodoc]] models.attention_processor.StableAudioAttnProcessor2_0 |
|
|
| ## SlicedAttnProcessor |
|
|
| [[autodoc]] models.attention_processor.SlicedAttnProcessor |
| |
| [[autodoc]] models.attention_processor.SlicedAttnAddedKVProcessor |
|
|
| ## XFormersAttnProcessor |
|
|
| [[autodoc]] models.attention_processor.XFormersAttnProcessor |
| |
| [[autodoc]] models.attention_processor.XFormersAttnAddedKVProcessor |
|
|
| ## XLAFlashAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.XLAFlashAttnProcessor2_0 |
| |
| ## XFormersJointAttnProcessor |
| |
| [[autodoc]] models.attention_processor.XFormersJointAttnProcessor |
|
|
| ## IPAdapterXFormersAttnProcessor |
|
|
| [[autodoc]] models.attention_processor.IPAdapterXFormersAttnProcessor |
| |
| ## FluxIPAdapterJointAttnProcessor2_0 |
|
|
| [[autodoc]] models.attention_processor.FluxIPAdapterJointAttnProcessor2_0 |
|
|
|
|
| ## XLAFluxFlashAttnProcessor2_0 |
| |
| [[autodoc]] models.attention_processor.XLAFluxFlashAttnProcessor2_0 |