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license: creativeml-openrail-m
language:
- en
library_name: diffusers
pipeline_tag: text-to-image
tags:
- art
- anime
- stable diffusion
- openvino
- onnx
---
SoteMix V2.1 is available here:
https://huggingface.co/Disty0/SoteMixV2.1
SoteMix V2 is trained at 1024x1536.
Don't use this model at 512x resolutions, it will be blurry.
Use SoteMix V1 for 512x instead.
Positive Prompts:
```
(masterpiece, best quality, highres), 1girl,
```
Negative Prompts:
```
(worst quality, low quality, lowres), zombie, interlocked fingers,
```
Sampler: `Euler a`
Steps: `30-40`
Clip Skip: `1`
CFG: `7`
Base Resolution: `1024x` / `768x1280` / `1280x768` / `1024x1536` / `1920x1080`
Second Pass / Hires:
Sampler: `Euler` / `Euler a`
Steps: `10` with `Euler` / `20` with `Euler a`
Upscaler: `RealESRGAN 4x+ Anime6B` / `ESRGAN 4x-AnimeSharp` with `0.3`-`0.4` denoise strength.
CFG: `11`
Resolution: `2x` of the base resolution.
For resolutions above 1024x1024:
Use `HyperTile` size `512`, smaller sizes have very high tendency to burn the image above 2048x2048.
Use low denoise strength and steps. Don't go above `0.3` denoise and `10` steps.
Model can still be chaotic at `1024x1536` and `1920x1080`.
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`
Epochs: `2`
GPU: `Intel ARC A770 16GB`
Bucket:
```
bucket 0: resolution (832, 1664), count: 49
bucket 1: resolution (896, 1536), count: 1
bucket 2: resolution (960, 1536), count: 12
bucket 3: resolution (960, 1600), count: 431
bucket 4: resolution (1024, 1344), count: 114
bucket 5: resolution (1024, 1408), count: 31
bucket 6: resolution (1024, 1536), count: 694
bucket 7: resolution (1152, 1344), count: 5
bucket 8: resolution (1216, 1216), count: 24
bucket 9: resolution (1344, 1024), count: 16
bucket 10: resolution (1344, 1152), count: 2
bucket 11: resolution (1536, 896), count: 55
bucket 12: resolution (1536, 1024), count: 7
bucket 13: resolution (1600, 960), count: 45
bucket 14: resolution (1664, 832), count: 21
bucket 15: resolution (2304, 576), count: 1
```
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) + 0.75 Hires Lora`
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