| 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-Canny", 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-Canny/resolve/main/canny.jpg?download=true') | |
| ## You may also use English prompt as HunyuanDiT supports both English and Chinese | |
| prompt="在夜晚的酒店门前，一座古老的中国风格的狮子雕像矗立着，它的眼睛闪烁着光芒，仿佛在守护着这座建筑。背景是夜晚的酒店前，构图方式是特写，平视，居中构图。这张照片呈现了真实摄影风格，蕴含了中国雕塑文化，同时展现了神秘氛围" | |
| #prompt="At night, an ancient Chinese-style lion statue stands in front of the hotel, its eyes gleaming as if guarding the building. The background is the hotel entrance at night, with a close-up, eye-level, and centered composition. This photo presents a realistic photographic style, embodies Chinese sculpture culture, and reveals a mysterious 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] | |
| ``` | |