| --- |
| 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-Depth", 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-Depth/resolve/main/depth.jpg?download=true') |
| |
| ## You may also use English prompt as HunyuanDiT supports both English and Chinese |
| prompt="在茂密的森林中，一只黑白相间的熊猫静静地坐在绿树红花中，周围是山川和海洋。背景是白天的森林，光线充足。照片采用特写、平视和居中构图的方式，呈现出写实的效果" |
| #prompt="In the dense forest, a black and white panda sits quietly among the green trees and red flowers, surrounded by mountains and oceans. The background is a daytime forest with ample light. The photo uses a close-up, eye-level, and centered composition to create a realistic effect." |
| |
| 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] |
| |
| image.save('./image.png') |
| ``` |
|
|
