| 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-Distilled-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-Distilled-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] | |
| ``` | |