README.md

---
license: creativeml-openrail-m
---
# Overview 📃✏️
This is a Diffusers-compatible version of [Yiffymix v51 by chilon249](https://civitai.com/models/3671?modelVersionId=658237).
 See the original page for more information.

 Keep in mind that this is SDXL-Lightning based model,
 so using fewer steps (around 12 to 25) and low guidance
 scale (around 4 to 6) is recommended for the best result.
 It's also recommended to use clip skip of 2.

This repo uses DPM++ 2M Karras as its sampler (Diffusers only). 

# Diffusers Installation 🧨
### Dependencies Installation 📁
First, you'll need to install few dependencies. This is a one-time operation, you only need to run the code once.
```py
!pip install -q diffusers transformers accelerate
```
### Model Installation 💿
After the installation, you can run SDXL with Yiffymix v51 model using the code below:
```py
from diffusers import StableDiffusionXLPipeline
import torch

model = "IDK-ab0ut/Yiffymix_v51-XL"
pipeline = StableDiffusionXLPipeline.from_pretrained(
           model, torch_dtype=torch.float16).to("cuda")

prompt = "a cat, detailed background, dynamic lighting"
negative_prompt = "low resolution, bad quality, deformed"
steps = 25
guidance_scale = 4
image = pipeline(prompt=prompt, negative_prompt=negative_prompt,
        num_inference_steps=steps, guidance_scale=guidance_scale,
        clip_skip=2).images[0]
image
```

Feel free to edit the image's configuration with your desire.