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support lora fusion

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Artiprocher
2025-07-03 18:49:46 +08:00
parent 9cb887015b
commit 8a9dbbd3ba
5 changed files with 175 additions and 54 deletions
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35
examples/flux/model_inference/FLUX.1-dev-LoRAFusion.py Normal file
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import torch
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
model_configs=[
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="flux1-dev.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder/model.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder_2/"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
ModelConfig(model_id="DiffSynth-Studio/FLUX.1-dev-LoRAFusion", origin_file_pattern="model.safetensors")
],
)
pipe.enable_vram_management()
pipe.enable_lora_patcher()
pipe.load_lora(
pipe.dit,
ModelConfig(model_id="yangyufeng/fgao", origin_file_pattern="30.safetensors"),
hotload=True
)
pipe.load_lora(
pipe.dit,
ModelConfig(model_id="bobooblue/LoRA-bling-mai", origin_file_pattern="10.safetensors"),
hotload=True
)
pipe.load_lora(
pipe.dit,
ModelConfig(model_id="JIETANGAB/E", origin_file_pattern="17.safetensors"),
hotload=True
)
image = pipe(prompt="a beautiful Asian girl", seed=0)
image.save("flux.jpg")