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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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+
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+ ```py
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+ from diffusers import HunyuanDiT2DControlNetModel, HunyuanDiTControlNetPipeline
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+ import torch
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+
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+
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+ controlnet = HunyuanDiT2DControlNetModel.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Distilled-Pose", torch_dtype=torch.float16)
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+
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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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+
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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-Distilled-Pose/resolve/main/pose.jpg?download=true')
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+
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+ ## You may also use English prompt as HunyuanDiT supports both English and Chinese
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+ 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"
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+ #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."
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+
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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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+ ```