|
--- |
|
license: other |
|
license_name: tencent-hunyuan-community |
|
license_link: https://huggingface.co/Tencent-Hunyuan/HunyuanDiT/blob/main/LICENSE.txt |
|
--- |
|
|
|
```py |
|
from diffusers import HunyuanDiT2DControlNetModel, HunyuanDiTControlNetPipeline |
|
import torch |
|
|
|
|
|
controlnet = HunyuanDiT2DControlNetModel.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Pose", torch_dtype=torch.float16) |
|
|
|
pipe = HunyuanDiTControlNetPipeline.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers-Distilled", controlnet=controlnet, torch_dtype=torch.float16) |
|
pipe.to("cuda") |
|
|
|
from diffusers.utils import load_image |
|
cond_image = load_image('https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Pose/resolve/main/pose.jpg?download=true') |
|
|
|
## You may also use English prompt as HunyuanDiT supports both English and Chinese |
|
prompt="在白天的森林中，一位穿着绿色上衣的亚洲女性站在大象旁边。照片采用了中景、平视和居中构图的方式，呈现出写实的效果。这张照片蕴含了人物摄影文化，并展现了宁静的氛围" |
|
#prompt="In the daytime forest, an Asian woman wearing a green shirt stands beside an elephant. The photo uses a medium shot, eye-level, and centered composition to create a realistic effect. This picture embodies the character photography culture and conveys a serene atmosphere." |
|
|
|
torch.manual_seed(42) |
|
image = pipe( |
|
prompt, |
|
negative_prompt='错误的眼睛，糟糕的人脸，毁容，糟糕的艺术，变形，多余的肢体，模糊的颜色，模糊，重复，病态，残缺，', |
|
height=1024, |
|
width=1024, |
|
guidance_scale=6.0, |
|
control_image=cond_image, |
|
num_inference_steps=50, |
|
).images[0] |
|
``` |
|
|
