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079e51c9f3
* auto intergrate joyimage model * joyimage pipeline * train * ready * styling * joyai-image docs * update readme * pr review
31 lines
1.1 KiB
Python
31 lines
1.1 KiB
Python
import torch
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from PIL import Image
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from diffsynth.pipelines.joyai_image import JoyAIImagePipeline, ModelConfig
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pipe = JoyAIImagePipeline.from_pretrained(
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torch_dtype=torch.bfloat16,
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device="cuda",
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model_configs=[
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ModelConfig(model_id="jd-opensource/JoyAI-Image-Edit", origin_file_pattern="transformer/transformer.pth"),
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ModelConfig(model_id="jd-opensource/JoyAI-Image-Edit", origin_file_pattern="JoyAI-Image-Und/model*.safetensors"),
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ModelConfig(model_id="jd-opensource/JoyAI-Image-Edit", origin_file_pattern="vae/Wan2.1_VAE.pth"),
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],
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processor_config=ModelConfig(model_id="jd-opensource/JoyAI-Image-Edit", origin_file_pattern="JoyAI-Image-Und/"),
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)
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pipe.load_lora(pipe.dit, "models/train/JoyAI-Image-Edit-lora/epoch-4.safetensors")
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prompt = "将裙子改为粉色"
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edit_image = Image.open("data/diffsynth_example_dataset/joyai_image/JoyAI-Image-Edit/edit/image1.jpg").convert("RGB")
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image = pipe(
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prompt=prompt,
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edit_image=edit_image,
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height=1024,
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width=1024,
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seed=0,
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num_inference_steps=30,
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cfg_scale=5.0,
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)
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image.save("image_lora.jpg")
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