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Disty0/SoteMixV2.2
SoteMixV2.2 is a text-to-image model from Disty0. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
SoteMix V2 is trained at 1024x1536 for high resolution image generations.
Downloads · 30 days
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From the Hugging Face model README
SoteMix V2 is trained at 1024x1536 for high resolution image generations.
This model is tested on SD.Next with Diffusers backend and HyperTile size 384.
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
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: 20000
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, 1536), count: 12
bucket 4: resolution (960, 1600), count: 531
bucket 5: resolution (1024, 1344), count: 209
bucket 6: resolution (1024, 1408), count: 31
bucket 7: resolution (1024, 1472), count: 1
bucket 8: resolution (1024, 1536), count: 847
bucket 9: resolution (1152, 1344), count: 6
bucket 10: resolution (1216, 1216), count: 34
bucket 11: resolution (1344, 1024), count: 17
bucket 12: resolution (1344, 1152), count: 2
bucket 13: resolution (1536, 896), count: 92
bucket 14: resolution (1536, 1024), count: 34
bucket 15: resolution (1600, 960), count: 187
bucket 16: resolution (1664, 832), count: 21
bucket 17: resolution (2048, 768), count: 3
bucket 18: 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) + 0.7 Hires Lora
