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🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

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Fixes bug when using IP-Adapter in StableDiffusionXLControlNetInpaintPipeline and passing `ip_adapter_image_embeds` instead of `ip_adapter_image`. The same behavior (but without the bug that is fixed by this PR) can be found in...

# What does this PR do? This pull request fixes an `AttributeError` in train_lcm_distill_lora_sdxl_wds.py by updating the code to use `args.pretrained_teacher_model` instead of `args.pretrained_model_name_or_path`. This fix resolves the error: ```...

# What does this PR do? It is mentioned in the `Contributing.md` file that the [Google Style Guide](https://github.com/huggingface/diffusers/blob/main/CONTRIBUTING.md#style-guide) is used for docstrings. I fixed few inconsistencies according the Style Guide....

I want to generate image with controlnet pose + ip adapter I want to use Ip adapter with start 0.0 ~ 0.4 like this but I cant find any params...

# What does this PR do? Fixes #7895 ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if...

### Describe the bug I was trying to test different schedulers under DDPMPipeline. And an error occurred if I use PNDMScheduler beforehand I have found that PNDMScheduler should be compatible...

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See https://github.com/huggingface/diffusers/pull/7633

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Bumps [transformers](https://github.com/huggingface/transformers) from 4.36.0 to 4.38.0. Release notes Sourced from transformers's releases. v4.38: Gemma, Depth Anything, Stable LM; Static Cache, HF Quantizer, AQLM New model additions 💎 Gemma 💎 Gemma...

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dependencies

### Describe the bug I want to use [this model](https://huggingface.co/TTPlanet/TTPLanet_SDXL_Controlnet_Tile_Realistic_V1) to make my slightly blurry photos clear, so i found this model. I follow the code [here](https://huggingface.co/lllyasviel/control_v11f1e_sd15_tile) , but as...

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### Describe the bug ![d1a3a225abc2e65c071c10277c1920e](https://github.com/huggingface/diffusers/assets/56252135/00933ce6-da4d-4186-82b6-cd289bb55556) ![128128b305234f349ee0f720a424b67](https://github.com/huggingface/diffusers/assets/56252135/ec0974fd-2def-4f6a-8bf3-c40c745848d9) ### Reproduction export MODEL_NAME="runwayml/stable-diffusion-v1-5" export INSTANCE_DIR='/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/pertur0_inn6_dtdugai_sec0.1_per1_lf1_tvae0.0001_vaerecon0.0001_epoch=0_step=3000/cover' #"/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/pertur0_dtdugai_sec0.1_per1_lf1_tclip0.01_vaerecon0.0001_epoch=4_step=44500/stego" #"/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/1pertur0_inn6_dtdugai_sec0.1_per1_lf1_vaerecon0.0001_epoch=2_step=30000/stego" #"/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/pertur0_dtdugai_sec0.1_per1_lf1_tclip0.01_vaerecon0.0001_epoch=3_step=40000/" #/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/pertur0_inn6_dtdugai_sec0.1_per1_lf1_tvae0.0001_vaerecon0.0001_epoch=2_step=30000/ #/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/pertur0_dtdugai_sec0.1_per1_lf1_tvae0.0001_tclip0.01_vaerecon0.0001_epoch=2_step=30000/ export OUTPUT_DIR='/home/sh0006yi/idea/Unlearn_GAI_code/vango_old/van_gogh/pertur0_inn6_dtdugai_sec0.1_per1_lf1_tvae0.0001_vaerecon0.0001_epoch=0_step=3000/train_db_ori' accelerate launch train_dreambooth_lora.py \ --pretrained_model_name_or_path=$MODEL_NAME \ --instance_data_dir=$INSTANCE_DIR \ --output_dir=$OUTPUT_DIR \ --instance_prompt="A...

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