diffusers

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[Core] Support single file from `from_pretrained`

4

# What does this PR do? Fixes https://github.com/huggingface/diffusers/issues/6461. @DN6, some considerations I kept in mind: * I didn't introduce `from_single_file` kwarg in `from_pretrained()`. * My reasoning is as follows: users...

sayakpaul

VAE config mismatch when using StableDiffusionInpainting

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Currently, we have got a failing test: ``` tests/pipelines/stable_diffusion/test_stable_diffusion_inpaint.py::StableDiffusionInpaintPipelineSlowTests::test_single_file_component_configs ``` And it fails for the right reason! You will notice that the [assertion](https://github.com/huggingface/diffusers/blob/5d848ec07c2011d600ce5e5c1aa02a03152aea9b/tests/pipelines/stable_diffusion/test_stable_diffusion_inpaint.py#L811) doesn't pass for `sample_size`. For the `diffusers`...

sayakpaul

[Community] ResAdapter training script

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# What does this PR do? Adds ResAdapter to diffusers community features. Fixes #7243. Paper: https://arxiv.org/abs/2403.02084 Code: https://github.com/bytedance/res-adapter Project page: https://res-adapter.github.io/ ## Before submitting - [ ] This PR fixes...

a-r-r-o-w

add dreambooth methods for tuning full weights of sdxl.

3

# What does this PR do? add dreambooth methods for tuning full weights of sdxl. ## Before submitting - [x] This PR fixes a typo or improves the docs (you...

AY-Liu

[feat] Add option to use (Scheduled) Huber Loss in all diffusion training pipelines to improve resilience to data corruption and better image quality

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**Is your feature request related to a problem? Please describe.** Diffusion models are known to be vulnerable to outliers in training data. Therefore it's possible for a relatively small number...

kabachuha

train_controlnet_sdxl.py Multi-GPU OutOfMemory

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### Describe the bug Hi there. I've reliably used the train_controlnet_sdxl.py on single gpu on GCP (A100 - 40 GB). I have had to switch to AWS and am presently...

asutermo

# What does this PR do? Add support for converting safetensors format AnimateDiff checkpoints to diffusers. Fixes # (issue) #7751 ## Before submitting - [ ] This PR fixes a...

DN6

# What does this PR do? Adds workflow similar to [transformers](https://github.com/huggingface/transformers/actions/runs/8829908548/workflow) that let's us SSH into the runners to debug issues. Fixes # (issue) ## Before submitting - [ ]...

DN6

Very Slow first inference with diffusers 0.27.X

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### Describe the bug Hello diffusers team ! I face an annoying issue since I upgraded the diffusers version to 0.27.X The first call (and only the first) of pipeline(...)...

nesscube

### Describe the bug [miniconda3/lib/python3.12/site-packages/diffusers/configuration_utils.py:143](https://vscode-remote+ssh-002dremote-002b10-002e155-002e234-002e172.vscode-resource.vscode-cdn.net/data2/miniconda3/lib/python3.12/site-packages/diffusers/configuration_utils.py:143), in ConfigMixin.__getattr__(self, name) [140](https://vscode-remote+ssh-002dremote-002b10-002e155-002e234-002e172.vscode-resource.vscode-cdn.net/data2/miniconda3/lib/python3.12/site-packages/diffusers/configuration_utils.py:140) deprecate("direct config name access", "1.0.0", deprecation_message, standard_warn=False) [141](https://vscode-remote+ssh-002dremote-002b10-002e155-002e234-002e172.vscode-resource.vscode-cdn.net/data2/miniconda3/lib/python3.12/site-packages/diffusers/configuration_utils.py:141) return self._internal_dict[name] --> [143](https://vscode-remote+ssh-002dremote-002b10-002e155-002e234-002e172.vscode-resource.vscode-cdn.net/data2/miniconda3/lib/python3.12/site-packages/diffusers/configuration_utils.py:143) raise AttributeError(f"'{type(self).__name__}' object has no attribute '{name}'") AttributeError: 'StableDiffusionUpscaleLDM3DPipeline'...

uwGZQ