---
license: creativeml-openrail-m
language:
- en
library_name: diffusers
pipeline_tag: text-to-image
tags:
- art
- anime
- stable diffusion
- openvino
- onnx
---


SoteMix V3 is trained at 1024x1536 for high resolution image generations.  

This model is tested on SD.Next with Diffusers backend and HyperTile size set to 0 (Auto).

Positive Prompts:    
```
masterpiece, best quality, highres, 1girl,
```

Negative Prompts:    
```
(worst quality, low quality, lowres), zombie, interlocked fingers,
```
Do not use any negative embeddings.  

Sampler: `Euler a`    
Steps: `30-40`    
Clip Skip: `1` or `2`    
CFG: `4-7`    
Base Resolution: `512x` / `768x` / `1024x` / `768x1280` / `960x1280` / `1024x1536` / `1920x1080`   
Model can still be chaotic at `1024x1536` and `1920x1080`.    

Second Pass / Hires:    
Sampler: `Euler` / `Euler a`    
Steps: `10` with `Euler` / `20` with `Euler a`    
Upscaler: `RealESRGAN 4x+ Anime6B` / `ESRGAN 4x-AnimeSharp` with `0.2`-`0.3` denoise strength.    
CFG: `6-9`    
Resolution: `2x` of the base resolution.    



Training:    
My GPU couldn't handle full model training at these resolutions so i trained it as a `512` layer Lora with SoteMix V1 as the base.    
Used highres as the trigger word. Also used raifu trigger word with my OC character.    

Resolution: `1024x1536 with Bucketing`    
Batch Size: `1`    
Steps: `40000`    
GPU: `Intel ARC A770 16GB`    

Bucket:    
```
bucket 0: resolution (832, 1664), count: 49
bucket 1: resolution (896, 1280), count: 1
bucket 2: resolution (896, 1536), count: 2
bucket 3: resolution (960, 1408), count: 8
bucket 4: resolution (960, 1472), count: 57
bucket 5: resolution (960, 1536), count: 12
bucket 6: resolution (960, 1600), count: 537
bucket 7: resolution (1024, 1344), count: 266
bucket 8: resolution (1024, 1408), count: 349
bucket 9: resolution (1024, 1472), count: 1535
bucket 10: resolution (1024, 1536), count: 950
bucket 11: resolution (1088, 1280), count: 63
bucket 12: resolution (1152, 1216), count: 62
bucket 13: resolution (1152, 1280), count: 147
bucket 14: resolution (1152, 1344), count: 114
bucket 15: resolution (1216, 1152), count: 44
bucket 16: resolution (1216, 1216), count: 409
bucket 17: resolution (1216, 1280), count: 53
bucket 18: resolution (1280, 576), count: 20
bucket 19: resolution (1280, 640), count: 94
bucket 20: resolution (1280, 704), count: 217
bucket 21: resolution (1280, 768), count: 102
bucket 22: resolution (1280, 832), count: 118
bucket 23: resolution (1280, 896), count: 280
bucket 24: resolution (1280, 960), count: 137
bucket 25: resolution (1280, 1024), count: 32
bucket 26: resolution (1280, 1088), count: 27
bucket 27: resolution (1280, 1152), count: 61
bucket 28: resolution (1280, 1216), count: 24
bucket 29: resolution (1344, 1024), count: 17
bucket 30: resolution (1344, 1152), count: 38
bucket 31: resolution (1536, 896), count: 94
bucket 32: resolution (1536, 1024), count: 34
bucket 33: resolution (1600, 960), count: 196
bucket 34: resolution (1664, 832), count: 21
bucket 35: resolution (2048, 768), count: 3
bucket 36: resolution (2304, 576), count: 1
mean ar error (without repeats): 0.01257769833438255
```

Merge:    
Merged SoteMix V1 with Lunar Radiance Light and then merged the Hires Lora i trained on top of it.    
Merge ratio: `(0.6 SoteMix V1 + 0.4 Lunar Radiance Light) + 0.7 Hires Lora`    



![image/png](https://cdn-uploads.huggingface.co/production/uploads/6456af6195082f722d178522/bYWQ6IKkroPOw4BQfFLWe.png)