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3c11df8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 | from diffsynth.pipelines.qwen_image import QwenImagePipeline, ModelConfig
from modelscope import dataset_snapshot_download
from PIL import Image
import torch
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"),
],
processor_config=ModelConfig(model_id="Qwen/Qwen-Image-Edit", origin_file_pattern="processor/"),
)
dataset_snapshot_download(
"DiffSynth-Studio/example_image_dataset",
allow_file_pattern="qwen_image_edit/*",
local_dir="data/example_image_dataset",
)
prompt = "生成这两个人的合影"
edit_image = [
Image.open("data/example_image_dataset/qwen_image_edit/image1.jpg"),
Image.open("data/example_image_dataset/qwen_image_edit/image2.jpg"),
]
image = pipe(
prompt,
edit_image=edit_image,
seed=1,
num_inference_steps=40,
height=1152,
width=896,
edit_image_auto_resize=True,
)
image.save("image.jpg")
# FireRedTeam/FireRed-Image-Edit-1.0 is a multi-image editing model.
# Please use a list to input `edit_image`, even if the input contains only one image.
# edit_image = [Image.open("image.jpg")]
# Please do not input the image directly.
# edit_image = Image.open("image.jpg")
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