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update SD3 examples

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Artiprocher
2024-07-05 16:35:41 +08:00
parent 466b37994e
commit 9ca6c646df
3 changed files with 39 additions and 12 deletions
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23
examples/image_synthesis/sd3_text_to_image.py
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@@ -4,26 +4,29 @@ import torch
# Download models (automatically)
# `models/stable_diffusion_3/sd3_medium_incl_clips.safetensors`: [link](https://huggingface.co/stabilityai/stable-diffusion-3-medium/resolve/main/sd3_medium_incl_clips.safetensors)
download_models(["StableDiffusion3_without_T5"])
download_models(["StableDiffusion3"])
model_manager = ModelManager(torch_dtype=torch.float16, device="cuda",
file_path_list=["models/stable_diffusion_3/sd3_medium_incl_clips.safetensors"])
file_path_list=["models/stable_diffusion_3/sd3_medium_incl_clips_t5xxlfp16.safetensors"])
pipe = SD3ImagePipeline.from_model_manager(model_manager)
torch.manual_seed(0)
prompt = "masterpiece, best quality, solo, long hair, wavy hair, silver hair, blue eyes, blue dress, medium breasts, dress, underwater, air bubble, floating hair, refraction, portrait,"
negative_prompt = "worst quality, low quality, monochrome, zombie, interlocked fingers, Aissist, cleavage, nsfw,"
torch.manual_seed(7)
image = pipe(
prompt="a white cat, colorful ink painting, cyberpunk, unreal",
negative_prompt="bad quality, poor quality, doll, disfigured, jpg, toy, bad anatomy, missing limbs, missing fingers, 3d, cgi",
cfg_scale=4.5,
num_inference_steps=50, width=1024, height=1024,
prompt=prompt,
negative_prompt=negative_prompt,
cfg_scale=7.5,
num_inference_steps=100, width=1024, height=1024,
)
image.save("image_1024.jpg")
image = pipe(
prompt="a white cat, colorful ink painting, cyberpunk, unreal",
negative_prompt="bad quality, poor quality, doll, disfigured, jpg, toy, bad anatomy, missing limbs, missing fingers, 3d, cgi",
prompt=prompt,
negative_prompt=negative_prompt,
cfg_scale=7.5,
input_image=image.resize((2048, 2048)), denoising_strength=0.5,
cfg_scale=4.5,
num_inference_steps=50, width=2048, height=2048,
tiled=True
)