Merge branch 'main' into folderize-loaders

consistency
[Hi-Dream LoRA] fix bug in validation (#11439 )
2025-04-29 00:28:06 +08:00 · 2025-04-29 00:26:28 +08:00 · 2025-04-28 06:22:32 -10:00 · 2025-04-29 00:11:52 +08:00 · 2025-04-29 00:04:19 +08:00 · 2025-04-29 00:02:38 +08:00
1106 changed files with 22972 additions and 12807 deletions
@@ -180,6 +180,55 @@ jobs:
        pip install slack_sdk tabulate
        python utils/log_reports.py >> $GITHUB_STEP_SUMMARY

+  run_torch_compile_tests:
+    name: PyTorch Compile CUDA tests
+
+    runs-on:
+      group: aws-g4dn-2xlarge
+
+    container:
+      image: diffusers/diffusers-pytorch-compile-cuda
+      options: --gpus 0 --shm-size "16gb" --ipc host
+
+    steps:
+    - name: Checkout diffusers
+      uses: actions/checkout@v3
+      with:
+        fetch-depth: 2
+
+    - name: NVIDIA-SMI
+      run: |
+        nvidia-smi
+    - name: Install dependencies
+      run: |
+        python -m venv /opt/venv && export PATH="/opt/venv/bin:$PATH"
+        python -m uv pip install -e [quality,test,training]
+    - name: Environment
+      run: |
+        python utils/print_env.py
+    - name: Run torch compile tests on GPU
+      env:
+        HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
+        RUN_COMPILE: yes
+      run: |
+        python -m pytest -n 1 --max-worker-restart=0 --dist=loadfile -s -v -k "compile" --make-reports=tests_torch_compile_cuda tests/
+    - name: Failure short reports
+      if: ${{ failure() }}
+      run: cat reports/tests_torch_compile_cuda_failures_short.txt
+
+    - name: Test suite reports artifacts
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v4
+      with:
+        name: torch_compile_test_reports
+        path: reports
+
+    - name: Generate Report and Notify Channel
+      if: always()
+      run: |
+        pip install slack_sdk tabulate
+        python utils/log_reports.py >> $GITHUB_STEP_SUMMARY
+  
  run_big_gpu_torch_tests:
    name: Torch tests on big GPU
    strategy:
@@ -335,7 +335,7 @@ jobs:
    - name: Environment
      run: |
        python utils/print_env.py
-    - name: Run example tests on GPU
+    - name: Run torch compile tests on GPU
      env:
        HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
        RUN_COMPILE: yes
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,5 +1,5 @@
 <!---
-Copyright 2025- The HuggingFace Team. All rights reserved.
+Copyright 2024- 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.
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -22,11 +22,11 @@ Learn how to load an IP-Adapter checkpoint and image in the IP-Adapter [loading]

 ## IPAdapterMixin

-[[autodoc]] loaders.ip_adapter.IPAdapterMixin
+[[autodoc]] loaders.ip_adapter.ip_adapter.IPAdapterMixin

 ## SD3IPAdapterMixin

-[[autodoc]] loaders.ip_adapter.SD3IPAdapterMixin
+[[autodoc]] loaders.ip_adapter.ip_adapter.SD3IPAdapterMixin
    - all
    - is_ip_adapter_active

@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -28,6 +28,7 @@ LoRA is a fast and lightweight training method that inserts and trains a signifi
 - [`WanLoraLoaderMixin`] provides similar functions for [Wan](https://huggingface.co/docs/diffusers/main/en/api/pipelines/wan).
 - [`CogView4LoraLoaderMixin`] provides similar functions for [CogView4](https://huggingface.co/docs/diffusers/main/en/api/pipelines/cogview4).
 - [`AmusedLoraLoaderMixin`] is for the [`AmusedPipeline`].
+- [`HiDreamImageLoraLoaderMixin`] provides similar functions for [HiDream Image](https://huggingface.co/docs/diffusers/main/en/api/pipelines/hidream)
 - [`LoraBaseMixin`] provides a base class with several utility methods to fuse, unfuse, unload, LoRAs and more.

 <Tip>
@@ -38,59 +39,71 @@ To learn more about how to load LoRA weights, see the [LoRA](../../using-diffuse

 ## StableDiffusionLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.StableDiffusionLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.StableDiffusionLoraLoaderMixin

 ## StableDiffusionXLLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.StableDiffusionXLLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.StableDiffusionXLLoraLoaderMixin

 ## SD3LoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.SD3LoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.SD3LoraLoaderMixin

 ## FluxLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.FluxLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.FluxLoraLoaderMixin

 ## CogVideoXLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.CogVideoXLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.CogVideoXLoraLoaderMixin

 ## Mochi1LoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.Mochi1LoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.Mochi1LoraLoaderMixin
 ## AuraFlowLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.AuraFlowLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.AuraFlowLoraLoaderMixin

 ## LTXVideoLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.LTXVideoLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.LTXVideoLoraLoaderMixin

 ## SanaLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.SanaLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.SanaLoraLoaderMixin

 ## HunyuanVideoLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.HunyuanVideoLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.HunyuanVideoLoraLoaderMixin

 ## Lumina2LoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.Lumina2LoraLoaderMixin
-
-## CogView4LoraLoaderMixin
-
-[[autodoc]] loaders.lora_pipeline.CogView4LoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.Lumina2LoraLoaderMixin

 ## WanLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.WanLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.WanLoraLoaderMixin
+
+## CogView4LoraLoaderMixin
+
+[[autodoc]] loaders.lora.lora_pipeline.CogView4LoraLoaderMixin
+
+## CogView4LoraLoaderMixin
+
+[[autodoc]] loaders.lora.lora_pipeline.CogView4LoraLoaderMixin
+
+## WanLoraLoaderMixin
+
+[[autodoc]] loaders.lora.lora_pipeline.WanLoraLoaderMixin

 ## AmusedLoraLoaderMixin

-[[autodoc]] loaders.lora_pipeline.AmusedLoraLoaderMixin
+[[autodoc]] loaders.lora.lora_pipeline.AmusedLoraLoaderMixin
+
+## HiDreamImageLoraLoaderMixin
+
+[[autodoc]] loaders.lora_pipeline.HiDreamImageLoraLoaderMixin

 ## LoraBaseMixin

-[[autodoc]] loaders.lora_base.LoraBaseMixin
+[[autodoc]] loaders.lora.lora_base.LoraBaseMixin
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -12,7 +12,7 @@ specific language governing permissions and limitations under the License.

 # SD3Transformer2D

-This class is useful when *only* loading weights into a [`SD3Transformer2DModel`]. If you need to load weights into the text encoder or a text encoder and SD3Transformer2DModel, check [`SD3LoraLoaderMixin`](lora#diffusers.loaders.SD3LoraLoaderMixin) class instead.
+This class is useful when *only* loading weights into a [`SD3Transformer2DModel`]. If you need to load weights into the text encoder or a text encoder and [SD3Transformer2DModel], check [`SD3LoraLoaderMixin`](lora#diffusers.loaders.SD3LoraLoaderMixin) class instead.

 The [`SD3Transformer2DLoadersMixin`] class currently only loads IP-Adapter weights, but will be used in the future to save weights and load LoRAs.

@@ -24,6 +24,6 @@ To learn more about how to load LoRA weights, see the [LoRA](../../using-diffuse

 ## SD3Transformer2DLoadersMixin

-[[autodoc]] loaders.transformer_sd3.SD3Transformer2DLoadersMixin
+[[autodoc]] loaders.ip_adapter.transformer_sd3.SD3Transformer2DLoadersMixin
    - all
    - _load_ip_adapter_weights
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team and The InstantX 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team and Tencent Hunyuan 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team and The InstantX 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team and The InstantX 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
+<!-- Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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+<!-- Copyright 2024 The HuggingFace Team. All rights reserved.

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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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 Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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+<!--Copyright 2024 The HuggingFace Team. All rights reserved.

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 the License. You may obtain a copy of the License at
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+<!--Copyright 2024 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
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-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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 # you may not use this file except in compliance with the License.
@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
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+<!--Copyright 2024 The HuggingFace Team, The Black Forest 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
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 Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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+<!--Copyright 2024 The HuggingFace Team, The InstantX Team, and the XLabs Team. All rights reserved.

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+<!--Copyright 2024 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.

 Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
-<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 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
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
sayakpaul	8d8621ec72	Merge branch 'main' into folderize-loaders	2025-04-29 00:28:06 +08:00
sayakpaul	0c37895440	consistency	2025-04-29 00:26:28 +08:00
Linoy Tsaban	0ac1d5b482	[Hi-Dream LoRA] fix bug in validation (#11439 ) remove unnecessary pipeline moving to cpu in validation Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2025-04-28 06:22:32 -10:00
sayakpaul	9bebdf225d	fix repo consistency.	2025-04-29 00:11:52 +08:00
sayakpaul	c05114d5ec	resolve conflicts.	2025-04-29 00:04:19 +08:00
sayakpaul	a57a5ab4c0	resolve conflicts.	2025-04-29 00:02:38 +08:00
Yao Matrix	7567adfc45	enable 28 GGUF test cases on XPU (#11404 ) * enable gguf test cases on XPU Signed-off-by: YAO Matrix <matrix.yao@intel.com> * make SD35LargeGGUFSingleFileTests::test_pipeline_inference pas Signed-off-by: root <root@a4bf01945cfe.jf.intel.com> * make FluxControlLoRAGGUFTests::test_lora_loading pass Signed-off-by: Yao Matrix <matrix.yao@intel.com> * polish code Signed-off-by: Yao Matrix <matrix.yao@intel.com> * Apply style fixes --------- Signed-off-by: YAO Matrix <matrix.yao@intel.com> Signed-off-by: root <root@a4bf01945cfe.jf.intel.com> Signed-off-by: Yao Matrix <matrix.yao@intel.com> Co-authored-by: root <root@a4bf01945cfe.jf.intel.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-04-28 21:32:04 +05:30
tongyu	3da98e7ee3	[train_text_to_image_lora] Better image interpolation in training scripts follow up (#11427 ) * Update train_text_to_image_lora.py * update_train_text_to_image_lora	2025-04-28 11:23:24 -04:00
tongyu	b3b04fefde	[train_text_to_image] Better image interpolation in training scripts follow up (#11426 ) * Update train_text_to_image.py * update	2025-04-28 10:50:33 -04:00
Sayak Paul	0e3f2713c2	[tests] fix import. (#11434 ) fix import.	2025-04-28 13:32:28 +08:00
Yao Matrix	a7e9f85e21	enable test_layerwise_casting_memory cases on XPU (#11406 ) * enable test_layerwise_casting_memory cases on XPU Signed-off-by: Yao Matrix <matrix.yao@intel.com> * fix style Signed-off-by: Yao Matrix <matrix.yao@intel.com> --------- Signed-off-by: Yao Matrix <matrix.yao@intel.com>	2025-04-28 06:38:39 +05:30
Yao Matrix	9ce89e2efa	enable group_offload cases and quanto cases on XPU (#11405 ) * enable group_offload cases and quanto cases on XPU Signed-off-by: YAO Matrix <matrix.yao@intel.com> * use backend APIs Signed-off-by: Yao Matrix <matrix.yao@intel.com> * fix style Signed-off-by: Yao Matrix <matrix.yao@intel.com> --------- Signed-off-by: YAO Matrix <matrix.yao@intel.com> Signed-off-by: Yao Matrix <matrix.yao@intel.com>	2025-04-28 06:37:16 +05:30
Sayak Paul	aa5f5d41d6	[tests] add tests to check for graph breaks, recompilation, cuda syncs in pipelines during torch.compile() (#11085 ) * test for better torch.compile stuff. * fixes * recompilation and graph break. * clear compilation cache. * change to modeling level test. * allow running compilation tests during nightlies.	2025-04-28 08:36:33 +08:00
Mert Erbak	bd96a084d3	[train_dreambooth_lora.py] Set LANCZOS as default interpolation mode for resizing (#11421 ) * Set LANCZOS as default interpolation mode for resizing * [train_dreambooth_lora.py] Set LANCZOS as default interpolation mode for resizing	2025-04-26 01:58:41 -04:00
co63oc	f00a995753	Fix typos in strings and comments (#11407 )	2025-04-24 08:53:47 -10:00
Ishan Modi	e8312e7ca9	[BUG] fixed WAN docstring (#11226 ) update	2025-04-24 08:49:37 -10:00
Emiliano	7986834572	Fix Flux IP adapter argument in the pipeline example (#11402 ) Fix Flux IP adapter argument in the example IP-Adapter example had a wrong argument. Fix `true_cfg` -> `true_cfg_scale`	2025-04-24 08:41:12 -10:00
Linoy Tsaban	edd7880418	[HiDream LoRA] optimizations + small updates (#11381 ) * 1. add pre-computation of prompt embeddings when custom prompts are used as well 2. save model card even if model is not pushed to hub 3. remove scheduler initialization from code example - not necessary anymore (it's now if the base model's config) 4. add skip_final_inference - to allow to run with validation, but skip the final loading of the pipeline with the lora weights to reduce memory reqs * pre encode validation prompt as well * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * pre encode validation prompt as well * Apply style fixes * empty commit * change default trained modules * empty commit * address comments + change encoding of validation prompt (before it was only pre-encoded if custom prompts are provided, but should be pre-encoded either way) * Apply style fixes * empty commit * fix validation_embeddings definition * fix final inference condition * fix pipeline deletion in last inference * Apply style fixes * empty commit * layers * remove readme remarks on only pre-computing when instance prompt is provided and change example to 3d icons * smol fix * empty commit --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-04-24 07:48:19 +03:00
Teriks	b4be42282d	Kolors additional pipelines, community contrib (#11372 ) * Kolors additional pipelines, community contrib --------- Co-authored-by: Teriks <Teriks@users.noreply.github.com> Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>	2025-04-23 11:07:27 -10:00
Ishan Modi	a4f9c3cbc3	[Feature] Added Xlab Controlnet support (#11249 ) update	2025-04-23 10:43:50 -10:00
Ishan Dutta	4b60f4b602	[train_dreambooth_flux] Add LANCZOS as the default interpolation mode for image resizing (#11395 )	2025-04-23 10:47:05 -04:00
Aryan	6cef71de3a	Fix group offloading with block_level and use_stream=True (#11375 ) * fix * add tests * add message check	2025-04-23 18:17:53 +05:30
Ameer Azam	026507c06c	Update README_hidream.md (#11386 ) Small change requirements_sana.txt to requirements_hidream.txt	2025-04-22 20:08:26 -04:00
YiYi Xu	448c72a230	[HiDream] move deprecation to 0.35.0 (#11384 ) up	2025-04-22 08:08:08 -10:00
Aryan	f108ad8888	Update modeling imports (#11129 ) update	2025-04-22 06:59:25 -10:00
Linoy Tsaban	e30d3bf544	[LoRA] add LoRA support to HiDream and fine-tuning script (#11281 ) * initial commit * initial commit * initial commit * initial commit * initial commit * initial commit * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: Bagheera <59658056+bghira@users.noreply.github.com> * move prompt embeds, pooled embeds outside * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: hlky <hlky@hlky.ac> * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: hlky <hlky@hlky.ac> * fix import * fix import and tokenizer 4, text encoder 4 loading * te * prompt embeds * fix naming * shapes * initial commit to add HiDreamImageLoraLoaderMixin * fix init * add tests * loader * fix model input * add code example to readme * fix default max length of text encoders * prints * nullify training cond in unpatchify for temp fix to incompatible shaping of transformer output during training * smol fix * unpatchify * unpatchify * fix validation * flip pred and loss * fix shift!!! * revert unpatchify changes (for now) * smol fix * Apply style fixes * workaround moe training * workaround moe training * remove prints * to reduce some memory, keep vae in `weight_dtype` same as we have for flux (as it's the same vae) https://github.com/huggingface/diffusers/blob/bbd0c161b55ba2234304f1e6325832dd69c60565/examples/dreambooth/train_dreambooth_lora_flux.py#L1207 * refactor to align with HiDream refactor * refactor to align with HiDream refactor * refactor to align with HiDream refactor * add support for cpu offloading of text encoders * Apply style fixes * adjust lr and rank for train example * fix copies * Apply style fixes * update README * update README * update README * fix license * keep prompt2,3,4 as None in validation * remove reverse ode comment * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Update examples/dreambooth/train_dreambooth_lora_hidream.py Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * vae offload change * fix text encoder offloading * Apply style fixes * cleaner to_kwargs * fix module name in copied from * add requirements * fix offloading * fix offloading * fix offloading * update transformers version in reqs * try AutoTokenizer * try AutoTokenizer * Apply style fixes * empty commit * Delete tests/lora/test_lora_layers_hidream.py * change tokenizer_4 to load with AutoTokenizer as well * make text_encoder_four and tokenizer_four configurable * save model card * save model card * revert T5 * fix test * remove non diffusers lumina2 conversion --------- Co-authored-by: Bagheera <59658056+bghira@users.noreply.github.com> Co-authored-by: hlky <hlky@hlky.ac> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-04-22 11:44:02 +03:00
apolinário	6ab62c7431	Add stochastic sampling to FlowMatchEulerDiscreteScheduler (#11369 ) * Add stochastic sampling to FlowMatchEulerDiscreteScheduler This PR adds stochastic sampling to FlowMatchEulerDiscreteScheduler based on https://github.com/Lightricks/LTX-Video/commit/b1aeddd7ccac85e6d1b0d97762610ddb53c1b408 ltx_video/schedulers/rf.py * Apply style fixes * Use config value directly * Apply style fixes * Swap order * Update src/diffusers/schedulers/scheduling_flow_match_euler_discrete.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/schedulers/scheduling_flow_match_euler_discrete.py Co-authored-by: YiYi Xu <yixu310@gmail.com> --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: YiYi Xu <yixu310@gmail.com>	2025-04-21 17:18:30 -10:00
sayakpaul	4b1c7dc81a	resolve conflicts.	2025-04-17 09:27:54 +05:30
Sayak Paul	1590325a60	Merge branch 'main' into folderize-loaders	2025-04-16 18:41:54 +05:30
sayakpaul	e4dd7c5333	updates	2025-04-16 18:26:27 +05:30
sayakpaul	d6430c79a3	updates	2025-04-16 18:11:39 +05:30
sayakpaul	1597ae6ac9	updates	2025-04-16 17:37:17 +05:30
sayakpaul	11a23d11fe	updates	2025-04-16 17:29:26 +05:30
sayakpaul	6b8b225aca	single file utils.	2025-04-16 17:26:30 +05:30
sayakpaul	27d2401e59	partially complete single_file_utils	2025-04-16 16:52:54 +05:30
sayakpaul	1ddfe14220	single_file	2025-04-16 16:30:39 +05:30
sayakpaul	0e8d1d25eb	ip_adapter	2025-04-16 15:59:01 +05:30
sayakpaul	546446ae21	ip_adapter.	2025-04-16 15:52:57 +05:30
sayakpaul	ea3f0b8d68	update	2025-04-16 15:49:14 +05:30
sayakpaul	f0ea9ff2e2	deprecate lora loader from loaders easily.	2025-04-16 15:47:40 +05:30
sayakpaul	1b7c286974	fix	2025-04-16 15:09:23 +05:30
sayakpaul	6138cc1720	updates	2025-04-16 13:01:48 +05:30
sayakpaul	ea0ce4bfab	fixes	2025-04-16 12:50:09 +05:30
sayakpaul	f2aa2f91dc	fix	2025-04-16 12:46:04 +05:30
sayakpaul	4faac73219	update	2025-04-16 12:38:58 +05:30
sayakpaul	d870e3c9a6	update	2025-04-16 12:35:09 +05:30
sayakpaul	178b884673	updates	2025-04-16 12:29:16 +05:30
sayakpaul	2da3cb4a8c	fixes	2025-04-16 12:27:37 +05:30
sayakpaul	ea3ba4f431	fies	2025-04-16 12:26:30 +05:30
sayakpaul	21b2566933	fixes	2025-04-16 12:23:16 +05:30
sayakpaul	a71334b861	fixes	2025-04-16 12:22:12 +05:30
sayakpaul	eb47a67d50	fix	2025-04-16 12:18:30 +05:30
sayakpaul	8267677a24	start folderizing the loaders.	2025-04-16 12:02:06 +05:30