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image_synthesis

Image Synthesis

Image synthesis is the base feature of DiffSynth Studio.

Example: Stable Diffusion

We can generate images with very high resolution. Please see sd_text_to_image.py for more details.

512*512 1024*1024 2048*2048 4096*4096
512 1024 2048 4096

Example: Stable Diffusion XL

Generate images with Stable Diffusion XL. Please see sdxl_text_to_image.py for more details.

1024*1024 2048*2048
1024 2048

Example: Stable Diffusion XL Turbo

Generate images with Stable Diffusion XL Turbo. You can see sdxl_turbo.py for more details, but we highly recommend you to use it in the WebUI.

"black car" "red car"
black_car black_car_to_red_car

Example: Prompt Processing

If you are not native English user, we provide translation service for you. Our prompter can translate other language to English and refine it using "BeautifulPrompt" models. Please see sd_prompt_refining.py for more details.

Prompt: "一个漂亮的女孩". The translation model will translate it to English.

seed=0 seed=1 seed=2 seed=3
0_ 1_ 2_ 3_

Prompt: "一个漂亮的女孩". The translation model will translate it to English. Then the refining model will refine the translated prompt for better visual quality.

seed=0 seed=1 seed=2 seed=3
0 1 2 3