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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-v1.1-ControlNet-Diffusers-Pose", torch_dtype=torch.float16) |
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pipe = HunyuanDiTControlNetPipeline.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.1-Diffusers", 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-v1.1-ControlNet-Diffusers-Pose/resolve/main/pose.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="一位亚洲女性，身穿绿色上衣，戴着紫色头巾和紫色围巾，站在黑板前。背景是黑板。照片采用近景、平视和居中构图的方式呈现真实摄影风格" |
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#prompt="An Asian woman, dressed in a green top, wearing a purple headscarf and a purple scarf, stands in front of a blackboard. The background is the blackboard. The photo is presented in a close-up, eye-level, and centered composition, adopting a realistic photographic style" |
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image = pipe( |
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prompt, |
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height=1024, |
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width=1024, |
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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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``` |
