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rearrange lora loading modules

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Artiprocher
2025-07-24 18:56:25 +08:00
parent 783c435d88
commit 4ad6bd4e23
5 changed files with 354 additions and 302 deletions
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36
examples/flux/model_inference/FLUX.1-dev-LoRAFusion.py
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@@ -1,7 +1,7 @@
import torch
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
@@ -10,26 +10,20 @@ pipe = FluxImagePipeline.from_pretrained(
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")
ModelConfig(model_id="DiffSynth-Studio/LoRAFusion-preview-FLUX.1-dev", 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
)
pipe.enable_lora_magic()
image = pipe(prompt="This is a digital painting in a soft, ethereal style. a beautiful Asian girl Shine like a diamond. Everywhere is shining with bling bling luster.The background is a textured blue with visible brushstrokes, giving the image an impressionistic style reminiscent of Vincent van Gogh's work", seed=0)
image.save("flux.jpg")
pipe.load_lora(
pipe.dit,
ModelConfig(model_id="cancel13/cxsk", origin_file_pattern="30.safetensors"),
hotload=True,
)
pipe.load_lora(
pipe.dit,
ModelConfig(model_id="DiffSynth-Studio/ArtAug-lora-FLUX.1dev-v1", origin_file_pattern="merged_lora.safetensors"),
hotload=True,
)
image = pipe(prompt="a cat", seed=0)
image.save("image_fused.jpg")