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Artiprocher
2026-02-15 14:02:50 +08:00
parent 02124c4034
commit b08bc1470d
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examples/qwen_image/model_training/validate_lora/FireRed-Image-Edit-1.0.py Normal file
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import torch
from PIL import Image
from diffsynth.pipelines.qwen_image import QwenImagePipeline, ModelConfig
pipe = QwenImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
model_configs=[
ModelConfig(model_id="FireRedTeam/FireRed-Image-Edit-1.0", origin_file_pattern="transformer/diffusion_pytorch_model*.safetensors"),
ModelConfig(model_id="Qwen/Qwen-Image", origin_file_pattern="text_encoder/model*.safetensors"),
ModelConfig(model_id="Qwen/Qwen-Image", origin_file_pattern="vae/diffusion_pytorch_model.safetensors"),
],
tokenizer_config=None,
processor_config=ModelConfig(model_id="Qwen/Qwen-Image-Edit", origin_file_pattern="processor/"),
)
pipe.load_lora(pipe.dit, "models/train/FireRed-Image-Edit-1.0_lora/epoch-4.safetensors")
prompt = "Change the color of the dress in Figure 1 to the color shown in Figure 2."
images = [
Image.open("data/example_image_dataset/edit/image1.jpg").resize((1024, 1024)),
Image.open("data/example_image_dataset/edit/image_color.jpg").resize((1024, 1024)),
]
image = pipe(prompt, edit_image=images, seed=123, num_inference_steps=40, height=1024, width=1024)
image.save("image.jpg")