こすたろーんエンジニアの試行錯誤部屋

作成物の備忘録を書いていきますー

【Stable Diffusion】I checked how the generated images change when diffusers change samplers

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This time we compared the images generated by each sampler that can be selected by diffusers.

contents

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abstract

How the generated image changes when diffusers change samplers.

1.実行環境

Google Colab
Diffusers transformers==4.26.0
model : yayoi_mix
sampler:ddpm / ddim / pndm / lms / euler_anc / euler / dpm

2.result

positive prompt

positive = best quality 8k 32k masterpiece photo of pretty japanese women ultra_highres (detailed beautiful skin face focus)

negative prompt

negative=distorted face, badhandv4:0.6, extra fingers, fewer fingers, extra digit, bad hands, bad finger, head cut off, Easy Negative, disfigured, ugly, mutation, deformed, deformed face, long face, cross-eyed, long neck, cross-eyed, mutated hands, polar lowres, bad proportions, gross proportions, abdominal stretch, glans, fused fingers, bad body, malnourished,  

ddpm

ddim

pndm

lms

euler_anc

euler

dpm

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3.refarence

github.com
huggingface.co
zenn.dev