Hunyuan extension for sd-webui
The extension helps you to use Hunyuan DiT Model in Stable-diffusion-webui:
Features
- Core
- [x] [Txt2Img]
- [x] [Img2Img]
- [] [LORA]
- [] [ControlNet]
- [] [HiresUpscaler]
- Advanced
- [] [MultiDiffusion]
- [] [Adetailer]
Installation
- You can install this extension via the webui extension downloader by copying the git repository
https://github.com/sethgggg/sd-webui-hunyuan-dit.git
- Download the HunyuanDiT model from Huggingface to local storage, the default storage location is in
models/hunyuanof webui folder. You can change the default storage location via the settings card of the webui.
-
You have to place the transformer model in
models/Stable-Diffusion, which is the main storage location of checkpoints. If you have fine-tuned a new model, you can also place the transformer model in the same folder and then you could select the model here. -
Find the HunyuanDiT card and enable them, if you want to use stable diffusion models, remember to disable the HunyuanDiT model.
- This project is use the diffusers as inference backend, thus we support the following samplers:
| Sampler Name | Sampler Instance in diffusers |
|---|---|
| Euler a | EulerAncestralDiscreteScheduler() |
| Euler | EulerDiscreteScheduler() |
| LMS | LMSDiscreteScheduler() |
| Heun | HeunDiscreteScheduler() |
| DPM2 | KDPM2DiscreteScheduler() |
| DPM2 a | KDPM2AncestralDiscreteScheduler() |
| DPM++ SDE | DPMSolverSinglestepScheduler() |
| DPM++ 2M | DPMSolverMultistepScheduler() |
| DPM++ 2S a | DPMSolverSinglestepScheduler() |
| LMS Karras | LMSDiscreteScheduler(use_karras_sigmas=True) |
| DPM2 Karras | KDPM2DiscreteScheduler(use_karras_sigmas=True) |
| DPM2 a Karras | KDPM2AncestralDiscreteScheduler(use_karras_sigmas=True) |
| DPM++ SDE Karras | DPMSolverSinglestepScheduler(use_karras_sigmas=True) |
| DPM++ 2M Karras | DPMSolverMultistepScheduler(use_karras_sigmas=True) |
| DPM++ 2S a Karras | DPMSolverSinglestepScheduler(use_karras_sigmas=True) |
| DDIM | DDIMScheduler() |
| UniPC | UniPCMultistepScheduler() |
| DPM++ 2M SDE Karras | DPMSolverMultistepScheduler(use_karras_sigmas=True, algorithm_type="sde-dpmsolver++") |
| DPM++ 2M SDE | DPMSolverMultistepScheduler(algorithm_type="sde-dpmsolver++") |
| LCM | LCMScheduler() |
Examples
⚪ Txt2img: generating images, you can use the webui style prompts to generate
⚪ Img2img: given a image, you can use the Hunyuan DiT model to generate more images.
