mirror of
https://github.com/modelscope/DiffSynth-Studio.git
synced 2026-03-19 06:48:12 +00:00
31 lines
1.3 KiB
Python
31 lines
1.3 KiB
Python
from diffsynth import ModelManager, SDXLImagePipeline, download_models, Translator, BeautifulPrompt
|
|
import torch
|
|
|
|
|
|
# Download models (automatically)
|
|
# `models/stable_diffusion_xl/sd_xl_base_1.0.safetensors`: [link](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors)
|
|
# `models/BeautifulPrompt/pai-bloom-1b1-text2prompt-sd/`: [link](https://huggingface.co/alibaba-pai/pai-bloom-1b1-text2prompt-sd)
|
|
# `models/translator/opus-mt-zh-en/`: [link](https://huggingface.co/Helsinki-NLP/opus-mt-en-zh)
|
|
download_models(["StableDiffusionXL_v1", "BeautifulPrompt", "opus-mt-zh-en"])
|
|
|
|
# Load models
|
|
model_manager = ModelManager(torch_dtype=torch.float16, device="cuda")
|
|
model_manager.load_models([
|
|
"models/stable_diffusion_xl/sd_xl_base_1.0.safetensors",
|
|
"models/BeautifulPrompt/pai-bloom-1b1-text2prompt-sd",
|
|
"models/translator/opus-mt-zh-en"
|
|
])
|
|
pipe = SDXLImagePipeline.from_model_manager(model_manager, prompt_refiner_classes=[Translator, BeautifulPrompt])
|
|
|
|
prompt = "一个漂亮的女孩"
|
|
negative_prompt = ""
|
|
|
|
for seed in range(4):
|
|
torch.manual_seed(seed)
|
|
image = pipe(
|
|
prompt=prompt, negative_prompt=negative_prompt,
|
|
height=1024, width=1024,
|
|
num_inference_steps=30
|
|
)
|
|
image.save(f"{seed}.jpg")
|