diffusers

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Hi, This PR adds the conversion scripts for HunyuanDiT. I also slightly modified HunyuanDiT-ControlNet to make it compatible with v1.2 model. Thanks. @yiyixuxu @sayakpaul

gnobitab

**Is your feature request related to a problem? Please describe.** Object duplication and low efficiency happens when generating high-resolution image (2048x2048, 4096x4096) for stable diffusion models. HiDiffusion can solve these...

ShenZhang-Shin

**Is your feature request related to a problem? Please describe.** Hi, when I trained sdv1.5 model with fp16 mode by using the `examples/text_to_image/train_text_to_image.py` file, I found there is a mismatch...

andyjiang1116

# What does this PR do? vae image processor takes inputs in range [0, 1] for images. previously, we had an additional line that makes the range [0.5, 1]. while...

a-r-r-o-w

[Alpha-VLLM Team] Add Lumina-T2X to diffusers

1

# What does this PR do? Add Lumina-T2X to diffusers Fixes https://github.com/huggingface/diffusers/pull/8652 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the...

PommesPeter

SD3 - image_processor.py:111: RuntimeWarning: invalid value encountered in cast images = (images * 255).round().astype("uint8")

1

### Describe the bug Fails at late stage - after initial SD3 - possibly during VAE operation? Warning message is: /usr/local/lib/python3.10/dist-packages/diffusers/image_processor.py:111: RuntimeWarning: invalid value encountered in cast images = (images...

zagglez

Add pipeline_stable_diffusion_3_inpaint.py for SD3 Inference

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# What does this PR do? This PR support inpaint pipeline in stable diffusion 3. It follows the idea of `StableDiffusionInpaintPipelineLegacy` as it do not need specific weight for inpainting....

IrohXu

Latte: Latent Diffusion Transformer for Video Generation

3

# What does this PR do? Add Latte to `diffusers`. Please see this [issue](https://github.com/huggingface/diffusers/issues/7223) . Fixes # (issue) ## Before submitting - [ ] This PR fixes a typo or...

maxin-cn

[PAG] add `StableDiffusionXLControlNetPAGImg2ImgPipeline`

6

We recently integrated PAG into diffusers! See the PR here: https://github.com/huggingface/diffusers/pull/7944 Does anyone want to add a `StableDiffusionXLControlNetPAGImg2ImgPipeline`? 1. You should put it under the [pag folder](https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/pag) 2. you can...

yiyixuxu

[community] ConsistencyTTA

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# What does this PR do? Adds support for ConsistencyTTA as a community pipeline. [Paper](https://arxiv.org/abs/2309.10740) [Project Page](https://consistency-tta.github.io/) [Code](https://github.com/Bai-YT/ConsistencyTTA) [Checkpoints](https://huggingface.co/Bai-YT/ConsistencyTTA) Fixes #8414. TODO: - ~should we remove conversion script or place...

a-r-r-o-w