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Stability AI's image generation AI model SDXL 1.0 is now available.
Not only has the detailed description, which was a weakness of the existing generation AI,
been improved, but the image size has also been reduced to 1024 x 1024 (default).
I would like to run SDXL 1.0 with google colab this time!
contents
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1.requirement
Google Colab
Diffusers
transformers
base model = stabilityai/stable-diffusion-xl-base-1.0
2.code
!pip install diffusers --upgrade !pip install invisible_watermark transformers accelerate safetensors from diffusers import DiffusionPipeline import torch
base = DiffusionPipeline.from_pretrained( "stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16, variant="fp16", use_safetensors=True ) base.to("cuda") refiner = DiffusionPipeline.from_pretrained( "stabilityai/stable-diffusion-xl-refiner-1.0", text_encoder_2=base.text_encoder_2, vae=base.vae, torch_dtype=torch.float16, use_safetensors=True, variant="fp16", ) refiner.enable_model_cpu_offload() prompt = "任意のポジティブプロンプト" n_steps = 50 high_noise_frac = 0.8 image = base( prompt=prompt, num_inference_steps=n_steps, denoising_end=high_noise_frac, output_type="latent", ).images image = refiner( prompt=prompt, num_inference_steps=n_steps, denoising_start=high_noise_frac, image=image, ).images[0] image.save('output_refiner.png') image
3.result
positive prompt
prompt = "masterpiece, ultra high res, 1girl, (photo realistic:1.2) small_breasts smile detailed beautiful skin (black eyes) cute young, looking_at_viewers windy soft_light from front miko, red hakama, miko_clothes, miko_dress,"
positive prompt
prompt="masterpiece, ultra high res, 1 girl, (photo realistic:1.2),small_breasts,cleavage,smile,detailed beautiful skin, face focus, (black eyes), cute, young, looking at viewers, (scoop neck tee:2.0), ,collarbone, ((black hair)), windy, soft light, hand between legs, from front"
スポンサーリンク
I can generate high resolution images on google colab as well.
I would like to try models that can generate animated and realistic images in the future.