update

2025-12-14 00:14:23 +08:00 · 2024-02-13 03:47:00 +00:00 · 2024-02-12 18:22:36 +00:00 · 2024-02-12 16:10:28 +00:00 · 2024-02-12 14:24:24 +00:00 · 2024-02-12 17:30:22 +05:30
783 changed files with 4135 additions and 5002 deletions
--- a/.github/workflows/pr_tests.yml
+++ b/.github/workflows/pr_tests.yml
@@ -34,11 +34,6 @@ jobs:
            runner: docker-cpu
            image: diffusers/diffusers-pytorch-cpu
            report: torch_cpu_models_schedulers
-          - name: LoRA
-            framework: lora
-            runner: docker-cpu
-            image: diffusers/diffusers-pytorch-cpu
-            report: torch_cpu_lora
          - name: Fast Flax CPU tests
            framework: flax
            runner: docker-cpu
@@ -94,14 +89,6 @@ jobs:
          --make-reports=tests_${{ matrix.config.report }} \
          tests/models tests/schedulers tests/others

-    - name: Run fast PyTorch LoRA CPU tests
-      if: ${{ matrix.config.framework == 'lora' }}
-      run: |
-        python -m pytest -n 2 --max-worker-restart=0 --dist=loadfile \
-          -s -v -k "not Flax and not Onnx and not Dependency" \
-          --make-reports=tests_${{ matrix.config.report }} \
-          tests/lora
-
    - name: Run fast Flax TPU tests
      if: ${{ matrix.config.framework == 'flax' }}
      run: |
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/PHILOSOPHY.md
+++ b/PHILOSOPHY.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docker/diffusers-pytorch-compile-cuda/Dockerfile
+++ b/docker/diffusers-pytorch-compile-cuda/Dockerfile
@@ -26,9 +26,9 @@ ENV PATH="/opt/venv/bin:$PATH"
 # pre-install the heavy dependencies (these can later be overridden by the deps from setup.py)
 RUN python3.9 -m pip install --no-cache-dir --upgrade pip && \
    python3.9 -m pip install --no-cache-dir \
-    torch==2.1.2 \
-    torchvision==0.16.2 \
-    torchaudio==2.1.2 \
+    torch \
+    torchvision \
+    torchaudio \
    invisible_watermark && \
    python3.9 -m pip install --no-cache-dir \
    accelerate \
--- a/docker/diffusers-pytorch-cpu/Dockerfile
+++ b/docker/diffusers-pytorch-cpu/Dockerfile
@@ -25,9 +25,9 @@ ENV PATH="/opt/venv/bin:$PATH"
 # pre-install the heavy dependencies (these can later be overridden by the deps from setup.py)
 RUN python3 -m pip install --no-cache-dir --upgrade pip && \
    python3 -m pip install --no-cache-dir \
-        torch==2.1.2 \
-        torchvision==0.16.2 \
-        torchaudio==2.1.2 \
+        torch \
+        torchvision \
+        torchaudio \
        invisible_watermark \
        --extra-index-url https://download.pytorch.org/whl/cpu && \
    python3 -m pip install --no-cache-dir \
--- a/docker/diffusers-pytorch-cuda/Dockerfile
+++ b/docker/diffusers-pytorch-cuda/Dockerfile
@@ -25,9 +25,9 @@ ENV PATH="/opt/venv/bin:$PATH"
 # pre-install the heavy dependencies (these can later be overridden by the deps from setup.py)
 RUN python3 -m pip install --no-cache-dir --upgrade pip && \
    python3 -m pip install --no-cache-dir \
-    torch==2.1.2 \
-    torchvision==0.16.2 \
-    torchaudio==2.1.2 \
+    torch \
+    torchvision \
+    torchaudio \
    invisible_watermark && \
    python3 -m pip install --no-cache-dir \
    accelerate \
--- a/docker/diffusers-pytorch-xformers-cuda/Dockerfile
+++ b/docker/diffusers-pytorch-xformers-cuda/Dockerfile
@@ -25,9 +25,9 @@ ENV PATH="/opt/venv/bin:$PATH"
 # pre-install the heavy dependencies (these can later be overridden by the deps from setup.py)
 RUN python3 -m pip install --no-cache-dir --upgrade pip && \
    python3 -m pip install --no-cache-dir \
-        torch==2.1.2 \
-        torchvision==0.16.2 \
-        torchaudio==2.1.2 \
+        torch \
+        torchvision \
+        torchaudio \
        invisible_watermark && \
    python3 -m pip install --no-cache-dir \
        accelerate \
--- a/docs/README.md
+++ b/docs/README.md
@@ -1,5 +1,5 @@
 <!---
-Copyright 2023- 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.
--- a/docs/TRANSLATING.md
+++ b/docs/TRANSLATING.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/activations.md
+++ b/docs/source/en/api/activations.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/attnprocessor.md
+++ b/docs/source/en/api/attnprocessor.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/configuration.md
+++ b/docs/source/en/api/configuration.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/image_processor.md
+++ b/docs/source/en/api/image_processor.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/internal_classes_overview.md
+++ b/docs/source/en/api/internal_classes_overview.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/loaders/ip_adapter.md
+++ b/docs/source/en/api/loaders/ip_adapter.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/loaders/lora.md
+++ b/docs/source/en/api/loaders/lora.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/loaders/peft.md
+++ b/docs/source/en/api/loaders/peft.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/loaders/single_file.md
+++ b/docs/source/en/api/loaders/single_file.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/loaders/textual_inversion.md
+++ b/docs/source/en/api/loaders/textual_inversion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/loaders/unet.md
+++ b/docs/source/en/api/loaders/unet.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/logging.md
+++ b/docs/source/en/api/logging.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/asymmetricautoencoderkl.md
+++ b/docs/source/en/api/models/asymmetricautoencoderkl.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/autoencoder_tiny.md
+++ b/docs/source/en/api/models/autoencoder_tiny.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/autoencoderkl.md
+++ b/docs/source/en/api/models/autoencoderkl.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/controlnet.md
+++ b/docs/source/en/api/models/controlnet.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/overview.md
+++ b/docs/source/en/api/models/overview.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/prior_transformer.md
+++ b/docs/source/en/api/models/prior_transformer.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/transformer2d.md
+++ b/docs/source/en/api/models/transformer2d.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/transformer_temporal.md
+++ b/docs/source/en/api/models/transformer_temporal.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/unet-motion.md
+++ b/docs/source/en/api/models/unet-motion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/unet.md
+++ b/docs/source/en/api/models/unet.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/unet2d-cond.md
+++ b/docs/source/en/api/models/unet2d-cond.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/unet2d.md
+++ b/docs/source/en/api/models/unet2d.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/unet3d-cond.md
+++ b/docs/source/en/api/models/unet3d-cond.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/models/vq.md
+++ b/docs/source/en/api/models/vq.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/normalization.md
+++ b/docs/source/en/api/normalization.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/outputs.md
+++ b/docs/source/en/api/outputs.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/amused.md
+++ b/docs/source/en/api/pipelines/amused.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/animatediff.md
+++ b/docs/source/en/api/pipelines/animatediff.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/attend_and_excite.md
+++ b/docs/source/en/api/pipelines/attend_and_excite.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/audioldm.md
+++ b/docs/source/en/api/pipelines/audioldm.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/audioldm2.md
+++ b/docs/source/en/api/pipelines/audioldm2.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/auto_pipeline.md
+++ b/docs/source/en/api/pipelines/auto_pipeline.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/blip_diffusion.md
+++ b/docs/source/en/api/pipelines/blip_diffusion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/consistency_models.md
+++ b/docs/source/en/api/pipelines/consistency_models.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/controlnet.md
+++ b/docs/source/en/api/pipelines/controlnet.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/controlnet_sdxl.md
+++ b/docs/source/en/api/pipelines/controlnet_sdxl.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/dance_diffusion.md
+++ b/docs/source/en/api/pipelines/dance_diffusion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/ddim.md
+++ b/docs/source/en/api/pipelines/ddim.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/ddpm.md
+++ b/docs/source/en/api/pipelines/ddpm.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/deepfloyd_if.md
+++ b/docs/source/en/api/pipelines/deepfloyd_if.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/diffedit.md
+++ b/docs/source/en/api/pipelines/diffedit.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/dit.md
+++ b/docs/source/en/api/pipelines/dit.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/i2vgenxl.md
+++ b/docs/source/en/api/pipelines/i2vgenxl.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
@@ -31,7 +31,7 @@ Sample output with I2VGenXL:
 <table>
    <tr>
        <td><center>
-        masterpiece, bestquality, sunset.
+        library.
        <br>
        <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/i2vgen-xl-example.gif"
            alt="library"
--- a/docs/source/en/api/pipelines/kandinsky.md
+++ b/docs/source/en/api/pipelines/kandinsky.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
 http://www.apache.org/licenses/LICENSE-2.0
--- a/docs/source/en/api/pipelines/kandinsky3.md
+++ b/docs/source/en/api/pipelines/kandinsky3.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
 http://www.apache.org/licenses/LICENSE-2.0
--- a/docs/source/en/api/pipelines/kandinsky_v22.md
+++ b/docs/source/en/api/pipelines/kandinsky_v22.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
 http://www.apache.org/licenses/LICENSE-2.0
--- a/docs/source/en/api/pipelines/latent_consistency_models.md
+++ b/docs/source/en/api/pipelines/latent_consistency_models.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/latent_diffusion.md
+++ b/docs/source/en/api/pipelines/latent_diffusion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/musicldm.md
+++ b/docs/source/en/api/pipelines/musicldm.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/overview.md
+++ b/docs/source/en/api/pipelines/overview.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/paint_by_example.md
+++ b/docs/source/en/api/pipelines/paint_by_example.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/panorama.md
+++ b/docs/source/en/api/pipelines/panorama.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/pia.md
+++ b/docs/source/en/api/pipelines/pia.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
@@ -70,7 +70,7 @@ Here are some sample outputs:
 <table>
    <tr>
        <td><center>
-        masterpiece, bestquality, sunset.
+        cat in a field.
        <br>
        <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/pia-default-output.gif"
            alt="cat in a field"
@@ -119,7 +119,7 @@ image = load_image(
    "https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/pix2pix/cat_6.png?download=true"
 )
 image = image.resize((512, 512))
-prompt = "cat in a hat"
+prompt = "cat in a field"
 negative_prompt = "wrong white balance, dark, sketches,worst quality,low quality"

 generator = torch.Generator("cpu").manual_seed(0)
@@ -132,7 +132,7 @@ export_to_gif(frames, "pia-freeinit-animation.gif")
 <table>
    <tr>
        <td><center>
-        masterpiece, bestquality, sunset.
+        cat in a field.
        <br>
        <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/pia-freeinit-output-cat.gif"
            alt="cat in a field"
--- a/docs/source/en/api/pipelines/pix2pix.md
+++ b/docs/source/en/api/pipelines/pix2pix.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/pixart.md
+++ b/docs/source/en/api/pipelines/pixart.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/self_attention_guidance.md
+++ b/docs/source/en/api/pipelines/self_attention_guidance.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/semantic_stable_diffusion.md
+++ b/docs/source/en/api/pipelines/semantic_stable_diffusion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/shap_e.md
+++ b/docs/source/en/api/pipelines/shap_e.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
 http://www.apache.org/licenses/LICENSE-2.0
--- a/docs/source/en/api/pipelines/stable_diffusion/adapter.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/adapter.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/depth2img.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/depth2img.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/gligen.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/gligen.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 The GLIGEN Authors and The HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The GLIGEN Authors and 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/docs/source/en/api/pipelines/stable_diffusion/image_variation.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/image_variation.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/img2img.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/img2img.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/inpaint.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/inpaint.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/k_diffusion.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/k_diffusion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/latent_upscale.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/latent_upscale.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/ldm3d_diffusion.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/ldm3d_diffusion.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 The Intel Labs Team Authors and HuggingFace Team. All rights reserved.
+<!--Copyright 2024 The Intel Labs Team Authors and 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/docs/source/en/api/pipelines/stable_diffusion/overview.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/overview.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/sdxl_turbo.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/sdxl_turbo.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_2.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_2.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_safe.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_safe.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_xl.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_xl.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/text2img.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/text2img.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_diffusion/upscale.md
+++ b/docs/source/en/api/pipelines/stable_diffusion/upscale.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/stable_unclip.md
+++ b/docs/source/en/api/pipelines/stable_unclip.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/text_to_video.md
+++ b/docs/source/en/api/pipelines/text_to_video.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
@@ -41,7 +41,7 @@ pipe = DiffusionPipeline.from_pretrained("damo-vilab/text-to-video-ms-1.7b", tor
 pipe = pipe.to("cuda")

 prompt = "Spiderman is surfing"
-video_frames = pipe(prompt).frames
+video_frames = pipe(prompt).frames[0]
 video_path = export_to_video(video_frames)
 video_path
 ```
@@ -64,7 +64,7 @@ pipe.enable_model_cpu_offload()
 pipe.enable_vae_slicing()

 prompt = "Darth Vader surfing a wave"
-video_frames = pipe(prompt, num_frames=64).frames
+video_frames = pipe(prompt, num_frames=64).frames[0]
 video_path = export_to_video(video_frames)
 video_path
 ```
@@ -83,7 +83,7 @@ pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config)
 pipe.enable_model_cpu_offload()

 prompt = "Spiderman is surfing"
-video_frames = pipe(prompt, num_inference_steps=25).frames
+video_frames = pipe(prompt, num_inference_steps=25).frames[0]
 video_path = export_to_video(video_frames)
 video_path
 ```
@@ -130,7 +130,7 @@ pipe.unet.enable_forward_chunking(chunk_size=1, dim=1)
 pipe.enable_vae_slicing()

 prompt = "Darth Vader surfing a wave"
-video_frames = pipe(prompt, num_frames=24).frames
+video_frames = pipe(prompt, num_frames=24).frames[0]
 video_path = export_to_video(video_frames)
 video_path
 ```
@@ -148,7 +148,7 @@ pipe.enable_vae_slicing()

 video = [Image.fromarray(frame).resize((1024, 576)) for frame in video_frames]

-video_frames = pipe(prompt, video=video, strength=0.6).frames
+video_frames = pipe(prompt, video=video, strength=0.6).frames[0]
 video_path = export_to_video(video_frames)
 video_path
 ```
--- a/docs/source/en/api/pipelines/text_to_video_zero.md
+++ b/docs/source/en/api/pipelines/text_to_video_zero.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/unclip.md
+++ b/docs/source/en/api/pipelines/unclip.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
 http://www.apache.org/licenses/LICENSE-2.0
--- a/docs/source/en/api/pipelines/unidiffuser.md
+++ b/docs/source/en/api/pipelines/unidiffuser.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/value_guided_sampling.md
+++ b/docs/source/en/api/pipelines/value_guided_sampling.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/pipelines/wuerstchen.md
+++ b/docs/source/en/api/pipelines/wuerstchen.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/cm_stochastic_iterative.md
+++ b/docs/source/en/api/schedulers/cm_stochastic_iterative.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/ddim.md
+++ b/docs/source/en/api/schedulers/ddim.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/ddim_inverse.md
+++ b/docs/source/en/api/schedulers/ddim_inverse.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/ddpm.md
+++ b/docs/source/en/api/schedulers/ddpm.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/deis.md
+++ b/docs/source/en/api/schedulers/deis.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/dpm_discrete.md
+++ b/docs/source/en/api/schedulers/dpm_discrete.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/dpm_discrete_ancestral.md
+++ b/docs/source/en/api/schedulers/dpm_discrete_ancestral.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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/docs/source/en/api/schedulers/dpm_sde.md
+++ b/docs/source/en/api/schedulers/dpm_sde.md
@@ -1,4 +1,4 @@
-<!--Copyright 2023 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
Dhruv Nair	57afaff270	update	2024-02-13 03:47:00 +00:00
Dhruv Nair	e7b2032082	update	2024-02-12 18:22:36 +00:00
Dhruv Nair	2d5e9c2e39	update	2024-02-12 16:10:28 +00:00
Dhruv Nair	d68635f950	update	2024-02-12 14:24:24 +00:00
Sayak Paul	371f765908	[Diffusers -> Original SD conversion] fix things (#6933 ) * fix: bias loading bug * fixes for SDXL * apply changes to the conversion script to match single_file_utils.py * do transpose to match the single file loading logic.	2024-02-12 17:30:22 +05:30
Piyush Thakur	75aee39eac	[Model Card] standardize T2I Adapter Sdxl model card (#6947 ) standardize model card template t21-adapter-sdxl	2024-02-12 16:43:20 +05:30
Dhruv Nair	215e6804d3	Unpin torch versions in CI (#6945 ) * update * update * update --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-12 16:01:05 +05:30
Disty0	9254d1f39a	Pass device to enable_model_cpu_offload in maybe_free_model_hooks (#6937 )	2024-02-12 13:42:32 +05:30
Piyush Thakur	e1bdcc7af3	[Model Card] standardize T2I Sdxl Lora model card (#6944 ) * standardize model card template t2i-lora-sdxl * type annotations	2024-02-12 11:45:40 +05:30
Dhruv Nair	84905ca728	Update PixArt Alpha test module to match src module (#6943 ) update	2024-02-12 11:01:33 +05:30
Piyush Thakur	6f336650c3	[Model Card] standardize T2I Sdxl model card (#6942 ) standardize model card template t2i-sdxl	2024-02-12 10:01:20 +05:30
Piyush Thakur	06a042cd0e	[Model Card] standardize T2I Lora model card (#6940 ) standardize model card t2i-lora	2024-02-12 10:01:13 +05:30
Piyush Thakur	8772496586	[Model Card] standardize T2I model card (#6939 ) * standardize model card * fix base_model	2024-02-12 10:00:41 +05:30
dg845	35fd84be27	Replace hardcoded values in SchedulerCommonTest with properties (#5479 ) --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>	2024-02-10 21:34:20 -10:00
YiYi Xu	f2756253e6	Fix a bug in `AutoPipeline.from_pipe` when switching pipeline with optional components (#6820 ) * fix * add tests --------- Co-authored-by: yiyixuxu <yixu310@gmail,com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-09 21:56:52 -10:00
YiYi Xu	0071478d9e	allow attention processors to have different signatures (#6915 ) add Co-authored-by: yiyixuxu <yixu310@gmail,com>	2024-02-09 21:56:19 -10:00
Sayak Paul	7c8cab313e	post release 0.26.2 (#6885 ) * post release * style * Empty-Commit --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>	2024-02-09 07:36:38 -10:00
Sayak Paul	ca9ed5e8d1	[LoRA] deprecate certain lora methods from the old backend. (#6889 ) * deprecate certain lora methods from the old backend. * uncomment necessary things. * safe remove old lora backend 👋	2024-02-09 17:14:32 +01:00
Bingxin Ke	98b6bee1a1	[Community Pipeline][Bug Fix] marigold_depth_estimation: input image value range (#6787 ) [FIX] IMPORTANT: rgb normalization	2024-02-09 16:55:37 +01:00
Dhruv Nair	ab7113487c	More IPAdapter test fixes (#6888 ) update	2024-02-09 13:54:58 +05:30
camaro	59c307f1d5	Standardize model card for Controlnet (#6910 ) * controlnet * style --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-09 12:29:08 +05:30
Sayak Paul	159885adc6	correct hub_token exposition behaviour (thanks to @bghira). (#6918 )	2024-02-08 18:38:27 -10:00
Aryan	7337eea59b	[refactor] unnecessary lines in decode_latents in video pipelines (#6682 ) * refactor decode latents in video pipelines * make fix-copies	2024-02-08 17:10:52 -10:00
camaro	f07899a57c	Standardize model card for Controlnet SDXL (#6908 ) controlnet-sdxl	2024-02-09 07:53:39 +05:30
camaro	a83cc0c0bc	Standardize model card for Controlnet flax (#6909 ) * controlnet-flax * style --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-09 07:52:56 +05:30
C Q	db5194a45d	Fix Compatibility Issues in stable_diffusion_xl_reference.py (#6251 ) * Fix Compatibility Issues in stable_diffusion_xl_reference.py --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: YiYi Xu <yixu310@gmail.com>	2024-02-08 10:52:59 -10:00
shaoxiaowang	e6c9c2513f	fix examples/community/pipeline_stable_diffusion_xl_instantid.py (#6759 ) Co-authored-by: wangshaoxiao <wangshaoxiao@xiaomi.com>	2024-02-08 10:09:40 -10:00
Kyunghwan Kim	d643b6691f	Add vae tiling and slicing in img2img and inpaint (#6871 ) * Add vae tiling in img2img and inpaint * Add vae tiling not slicing	2024-02-08 09:50:00 -10:00
Michael	f5c9be3a0a	Remove <cat-toy> validation prompt from examples/textual_inversion/textual_inversion_sdxl.py (#6877 ) Remove <cat-toy> validation prompt from textual_inversion_sdxl.py The `<cat-toy>` validation prompt is a default choice for the example task in the README. But no other part of `textual_inversion_sdxl.py` references the cat toy and `textual_inversion.py` has a default validation prompt of `None` as well. So bring `textual_inversion_sdxl.py` in line with `textual_inversion.py` and change default validation prompt to `None`	2024-02-08 09:46:06 -10:00
Laisky.Cai	1824d0050e	fix: load_image should support PIL Image (#6904 ) Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-08 08:25:37 -10:00
Sayak Paul	30e5e81d58	change to 2024 in the license (#6902 ) change to 2024	2024-02-08 08:19:31 -10:00
Masamune Ishihara	8de78001df	Add fps argument to export_to_gif function. (#6786 )	2024-02-08 21:59:51 +05:30
Patryk Bartkowiak	3ac2357794	changed positional parameters to named parameters like in docs (#6905 ) Co-authored-by: Patryk Bartkowiak <patryk.bartkowiak@tcl.com> Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>	2024-02-08 21:39:03 +05:30
Ehsan Akhgari	17808a091e	Fix bug when converting checkpoint to diffusers format (#6900 ) This fixes #6899.	2024-02-08 18:52:11 +05:30
Sayak Paul	491a933a1b	[I2VGenXL] `attention_head_dim` in the UNet (#6872 ) * attention_head_dim * debug * print more info * correct num_attention_heads behaviour * down_block_num_attention_heads -> num_attention_heads. * correct the image link in doc. * add: deprecation for num_attention_head * fix: test argument to use attention_head_dim * more fixes. * quality * address comments. * remove depcrecation.	2024-02-08 12:30:14 +05:30
Sayak Paul	aa82df52e7	[IP Adapters] introduce `ip_adapter_image_embeds` in the SD pipeline call (#6868 ) * add: support for passing ip adapter image embeddings * debugging * make feature_extractor unloading conditioned on safety_checker * better condition * type annotation * index to look into value slices * more debugging * debugging * serialize embeddings dict * better conditioning * remove unnecessary prints. * Update src/diffusers/loaders/ip_adapter.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * make fix-copies and styling. * styling and further copy fixing. * fix: check_inputs call in controlnet sdxl img2img pipeline --------- Co-authored-by: YiYi Xu <yixu310@gmail.com>	2024-02-08 11:10:10 +05:30
Srimanth Agastyaraju	a11b0f83b7	Fix: training resume from fp16 for SDXL Consistency Distillation (#6840 ) * Fix: training resume from fp16 for lcm distill lora sdxl * Fix coding quality - run linter * Fix 1 - shift mixed precision cast before optimizer * Fix 2 - State dict errors by removing load_lora_into_unet * Update train_lcm_distill_lora_sdxl.py - Revert default cache dir to None --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-08 11:09:29 +05:30
Sayak Paul	1835510524	Remove `torch_dtype` in to() to end deprecation (#6886 ) * remove torch_dtype from to() * remove torch_dtype from usage scripts. * remove old lora backend * Revert "remove old lora backend" This reverts commit `adcddf6ba4`.	2024-02-08 09:38:57 +05:30
camaro	4a3d52850b	fix: keyword argument mismatch (#6895 )	2024-02-08 09:37:56 +05:30
YiYi Xu	97d004b9b4	[ip-adapter] make sure length of `scale` is same as number of ip-adapters when using `set_ip_adapter_scale` (#6884 ) add Co-authored-by: yiyixuxu <yixu310@gmail,com>	2024-02-07 10:13:12 -10:00
Sayak Paul	76696dca55	[Model Card] standardize dreambooth model card (#6729 ) * feat: standarize model card creation for dreambooth training. * correct 'inference * remove comments. * take component out of kwargs * style * add: card template to have a leaner description. * widget support. * propagate changes to train_dreambooth_lora * propagate changes to custom diffusion * make widget properly type-annotated	2024-02-07 15:07:11 +05:30
Félix Sanz	17612de451	fix: typo in callback function name and property (#6834 ) * fix: callback function name is incorrect On this tutorial there is a function defined and then used inside `callback_on_step_end` argument, but the name was not correct (mismatch) * fix: typo in num_timestep (correct is num_timesteps) fixed property name	2024-02-06 12:05:40 -08:00
Dhruv Nair	994360f7a5	Fix last IP Adapter test (#6875 ) update	2024-02-06 08:53:40 -10:00
Dhruv Nair	e6a48db633	Refactor Deepfloyd IF tests. (#6855 ) * update * update * update	2024-02-06 16:43:17 +05:30
sayakpaul	4f1df69d1a	Revert "add attention_head_dim" This reverts commit `15f6b22466`.	2024-02-06 14:48:49 +05:30
sayakpaul	15f6b22466	add attention_head_dim	2024-02-06 14:48:07 +05:30
Sayak Paul	e6fd9ada3a	[I2vGenXL] clean up things (#6845 ) * remove _to_tensor * remove _to_tensor definition * remove _collapse_frames_into_batch * remove lora for not bloating the code. * remove sample_size. * simplify code a bit more * ensure timesteps are always in tensor.	2024-02-06 09:22:07 +05:30
Edward Li	493228a708	Fix `AutoencoderTiny` with `use_slicing` (#6850 ) * Fix `AutoencoderTiny` with `use_slicing` When using slicing with AutoencoderTiny, the encoder mistakenly encodes the entire batch for every image in the batch. * Fixed formatting issue	2024-02-05 09:18:22 -10:00
Dhruv Nair	8bf046b7fb	Add single file and IP Adapter support to PIA Pipeline (#6851 ) update	2024-02-05 16:23:18 +05:30
Dhruv Nair	bb99623d09	Update IP Adapter tests to use cosine similarity distance (#6806 ) * update * update	2024-02-05 16:22:59 +05:30
Dhruv Nair	fdf55b1f1c	Fix posix path issue in testing utils (#6849 ) update	2024-02-05 08:57:18 +05:30
小咩Goat	c6f8c310c3	Fix forward pass in UNetMotionModel when gradient checkpoint is enabled (#6744 ) fix #6742 Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>	2024-02-05 08:04:01 +05:30
YiYi Xu	64909f17b7	update IP-adapter code in UNetMotionModel (#6828 ) fix Co-authored-by: yiyixuxu <yixu310@gmail,com>	2024-02-05 07:26:46 +05:30
Dhruv Nair	f09ca909c8	Multiple small fixes to Video Pipeline docs (#6805 ) * update * update * update * Update src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * update * update --------- Co-authored-by: YiYi Xu <yixu310@gmail.com>	2024-02-05 07:24:38 +05:30
YiYi Xu	a5fc62f819	add `self.use_ada_layer_norm_*` params back to `BasicTransformerBlock` (#6841 ) fix sd reference community ppeline Co-authored-by: yiyixuxu <yixu310@gmail,com>	2024-02-04 11:16:44 -10:00
Linoy Tsaban	fbdf26bac5	[dreambooth lora sdxl] add sdxl micro conditioning (#6795 ) * add micro conditioning * remove redundant lines * style * fix missing 's' * fix missing shape bug due to missing RGB if statement * remove redundant if, change arg order --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-04 16:00:09 +02:00
Fabio Rigano	13001ee315	Bugfix in IPAdapterFaceID (#6835 )	2024-02-03 08:56:55 -10:00
Linoy Tsaban	65329aed98	[advanced dreambooth lora sdxl script] new features + bug fixes (#6691 ) * add noise_offset param * micro conditioning - wip * image processing adjusted and moved to support micro conditioning * change time ids to be computed inside train loop * change time ids to be computed inside train loop * change time ids to be computed inside train loop * time ids shape fix * move token replacement of validation prompt to the same section of instance prompt and class prompt * add offset noise to sd15 advanced script * fix token loading during validation * fix token loading during validation in sdxl script * a little clean * style * a little clean * style * sdxl script - a little clean + minor path fix sd 1.5 script - change default resolution value * ad 1.5 script - minor path fix * fix missing comma in code example in model card * clean up commented lines * style * remove time ids computed outside training loop - no longer used now that we utilize micro-conditioning, as all time ids are now computed inside the training loop * style * [WIP] - added draft readme, building off of examples/dreambooth/README.md * readme * readme * readme * readme * readme * readme * readme * readme * removed --crops_coords_top_left from CLI args * style * fix missing shape bug due to missing RGB if statement * add blog mention at the start of the reamde as well * Update examples/advanced_diffusion_training/README.md Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * change note to render nicely as well --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-03 17:33:43 +02:00
Stephen	02338c9317	Change path to posix (testing_utils.py) (#6803 ) change path to pathlib as_posix Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2024-02-03 12:44:13 +05:30
Younes Belkada	15ed53d272	Fixes LoRA SDXL training script with DDP + PEFT (#6816 ) Update train_dreambooth_lora_sdxl.py	2024-02-03 09:46:32 +05:30
UmerHA	9cc59ba089	[Contributor Experience] Fix test collection on MPS (#6808 ) * Update testing_utils.py * Update testing_utils.py	2024-02-02 20:59:00 +05:30
YiYi Xu	adcbe674a4	[refactor]Scheduler.set_begin_index (#6728 )	2024-02-01 09:51:02 -10:00
Sayak Paul	ec9840a5db	[Refactor] harmonize the module structure for models in tests (#6738 ) * harmonize the module structure for models in tests * make the folders modules. --------- Co-authored-by: YiYi Xu <yixu310@gmail.com>	2024-02-01 14:23:39 +05:30
YiYi Xu	093a03a1a1	add is_torchvision_available (#6800 ) * add * remove transformer --------- Co-authored-by: yiyixuxu <yixu310@gmail,com>	2024-01-31 20:01:44 -10:00
Patrick von Platen	c3369f5673	fix torchvision import (#6796 )	2024-01-31 12:13:10 -10:00