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--- |
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license: other |
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license_name: tencent-hunyuan-community |
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license_link: https://huggingface.co/Tencent-Hunyuan/HunyuanDiT/blob/main/LICENSE.txt |
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--- |
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```py |
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from diffusers import HunyuanDiT2DControlNetModel, HunyuanDiTControlNetPipeline |
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import torch |
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controlnet = HunyuanDiT2DControlNetModel.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Depth", torch_dtype=torch.float16) |
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pipe = HunyuanDiTControlNetPipeline.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers-Distilled", controlnet=controlnet, torch_dtype=torch.float16) |
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pipe.to("cuda") |
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from diffusers.utils import load_image |
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cond_image = load_image('https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Depth/resolve/main/depth.jpg?download=true') |
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## You may also use English prompt as HunyuanDiT supports both English and Chinese |
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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" |
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#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." |
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torch.manual_seed(42) |
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image = pipe( |
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prompt, |
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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，', |
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height=1024, |
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width=1024, |
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guidance_scale=6.0, |
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control_image=cond_image, |
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num_inference_steps=50, |
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).images[0] |
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image.save('./image.png') |
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``` |
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