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Support AnimatediffSDXL and controlnets

4

# What does this PR do? Integrate AnimatediffSDXL and Controlnet pipeline by combining the StableDiffusionXLControlNetAdapterPipeline and AnimateDiffSDXLPipeline. The code is executable, even though the output isn't as good as expected....

Sundragon1993

[Tencent Hunyuan Team] Add LoRA Inference Support for Hunyuan-DiT

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Added LoRA support to HunyuanDiT pipeline. Currently can only support `lora_scale=1`. You may test the PR with `test_hunyuandit_lora.py`. A pre-trained LoRA model is uploaded here: https://huggingface.co/XCLiu/hunyuandit-lora-test Please change `YOUR_LORA_PATH` to...

gnobitab

AnimateDiffSDXL + Multi Controlnets support

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**Is your feature request related to a problem? Please describe.** The current AnimateDiffSDXLPipeline doesn't support neither 1 controlnet nor multi controlnets. I've been working on this task for several days...

Sundragon1993

Add support for XFormers in SD3

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# What does this PR do? Add support for XFormers in SD3 (#8535) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can...

CanvaChen

More thorough guidance for multiple IP adapter images/masks and a single IP Adapter

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### Describe the bug I'm trying to use a single IP adapter with multiple IP adapter images and masks. This section of the docs gives an example of how I...

chrismaltais

[PixArt Sigma] Support single file loading for PixArt Sigma

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# What does this PR do? It's getting popular and future fine-tunes might benefit from this feature.

sayakpaul

train_text_to_image_sdxl.py fail resume from checkpoint and also can not load for infer

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### Describe the bug I try to finetune a SDXL model. But meet same questions. I can not resume from a checkpoint model and the error is shown as follows:...

XuekuanWang

StableDiffusionControlNetImg2ImgPipeline call report “argument of type 'NoneType' is not iterable”

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### Describe the bug argument of type 'NoneType' is not iterable checkpoint = os.path.join(hub_dir, "checkpoints/StableDiffusionXL/model/ud_sdxl-动漫二次元.safetensors") pipe = StableDiffusionControlNetImg2ImgPipeline.from_single_file( checkpoint, controlnet=controlnet, torch_dtype=torch.float16, use_safetensors=True, variant="fp16" ) 加载不了本地下载的ud_sdxl-动漫二次元.safetensors模型 ### Reproduction params = request.json...

hjj-lmx

Running `diffusers/stable-diffusion-xl-1.0-inpainting-0.1` with `StableDiffusionXLInpaintPipeline` introduces weird noise when strength is set to 1.0 during inference

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### Describe the bug I am currently comparing the inpainting generated results between the [diffusers/stable-diffusion-xl-1.0-inpainting-0.1](https://huggingface.co/diffusers/stable-diffusion-xl-1.0-inpainting-0.1) model and the [stabilityai/stable-diffusion-2-inpainting](https://huggingface.co/stabilityai/stable-diffusion-2-inpainting) model, and I noticed that the `strength` parameter in the `__call__()`...

jackylu0124

Attention temperature

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# What does this PR do? In Diffusion models such as [`stabilityai/stable-diffusion-xl-base-1.0`](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) generating images at resolutions far below the base training resolution gives bad results:  Excellent work in [`Extraltodeus/Stable-Diffusion-temperature-settings`](https://github.com/Extraltodeus/Stable-Diffusion-temperature-settings)...

hlky