Stable Diffusion XL 0.9 txt2img webui extension
A custom extension for AUTOMATIC1111/stable-diffusion-webui that demo the SDXL 0.9 txt2img features
Tested environment
- GPU: RTX 3060 12G VRAM
- OS: Ubuntu 20.04.4 LTS, Windows 10
- RAM: 64G
- Automatic1111 WebUI version: v1.4.0
- python: 3.10.9
- torch: 2.0.1+cu118
- xformers: 0.0.20
- gradio: 3.32.0
- checkpoint: 20af92d769
Overview
- This project allows users to do txt2img using the SDXL 0.9 base checkpoint
- Refine image using SDXL 0.9 refiner checkpoint
- Setting samplers
- Setting sampling steps
- Setting image width and height
- Setting batch size
- Setting CFG Scale
- Setting seed
- Reuse seed
- Use refiner
- Setting refiner strength
- Send to img2img
- Send to inpaint
- Send to extras
Tutorial
There is a video to show how to use the extension
Stable Diffusion extension
This project can be run as a stable Diffusion extension inside the Stable Diffusion WebUI.
Installation for stable Diffusion extension
- Copy and paste
https://github.com/lifeisboringsoprogramming/sd-webui-xldemo-txt2img.gitto URL for extension's git repository - Press Install button
- Apply and restart UI when finished installing
Samplers mapping
| Sampler name | Diffusers schedulers class |
|---|---|
| dpmsolver_multistep | diffusers.schedulers.scheduling_dpmsolver_multistep.DPMSolverMultistepScheduler |
| deis_multistep | diffusers.schedulers.scheduling_deis_multistep.DEISMultistepScheduler |
| unipc_multistep | diffusers.schedulers.scheduling_unipc_multistep.UniPCMultistepScheduler |
| k_dpm_2_ancestral_discrete | diffusers.schedulers.scheduling_k_dpm_2_ancestral_discrete.KDPM2AncestralDiscreteScheduler |
| ddim | diffusers.schedulers.scheduling_ddim.DDIMScheduler |
| dpmsolver_singlestep | diffusers.schedulers.scheduling_dpmsolver_singlestep.DPMSolverSinglestepScheduler |
| euler_ancestral_discrete | diffusers.schedulers.scheduling_euler_ancestral_discrete.EulerAncestralDiscreteScheduler |
| ddpm | diffusers.schedulers.scheduling_ddpm.DDPMScheduler |
| euler_discrete | diffusers.schedulers.scheduling_euler_discrete.EulerDiscreteScheduler |
| k_dpm_2_discrete | diffusers.schedulers.scheduling_k_dpm_2_discrete.KDPM2DiscreteScheduler |
| pndm | diffusers.schedulers.scheduling_pndm.PNDMScheduler |
| dpmsolver_sde | diffusers.schedulers.scheduling_dpmsolver_sde.DPMSolverSDEScheduler |
| lms_discrete | diffusers.schedulers.scheduling_lms_discrete.LMSDiscreteScheduler |
| heun_discrete | diffusers.schedulers.scheduling_heun_discrete.HeunDiscreteScheduler |
Limitations
- this extension does not work with other extension like control net
- this extension does not work with LoRA, textual inversion embeddings, etc
YouTube Channel
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Patreon
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