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171f557 | 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 | import torch
from diffsynth.pipelines.flux_image import FluxImagePipeline, ModelConfig
from PIL import Image
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
model_configs=[
ModelConfig(model_id="black-forest-labs/FLUX.1-Fill-dev", origin_file_pattern="flux1-fill-dev.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-Fill-dev", origin_file_pattern="text_encoder/model.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-Fill-dev", origin_file_pattern="text_encoder_2/*.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-Fill-dev", origin_file_pattern="ae.safetensors"),
],
)
pipe.load_lora(pipe.dit, "models/train/FLUX.1-Fill-dev_lora/epoch-0.safetensors", alpha=1)
image = pipe(
prompt="a white paper cup",
flux_fill_image=Image.open("data/diffsynth_example_dataset/flux/FLUX.1-Fill-dev/cup.png").convert("RGB"),
flux_fill_mask=Image.open("data/diffsynth_example_dataset/flux/FLUX.1-Fill-dev/cup_mask.png").convert("L"),
height=1632, width=1232,
seed=0, embedded_guidance=30.0, num_inference_steps=50,
)
image.save("image_FLUX.1-Fill-dev_lora.jpg")
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