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Flux LoRA Merger — Custom Node for ComfyUI

A custom ComfyUI node to merge up to 4 LoRA models into a Flux.1-Dev UNet

⚠️ If you experience VRAM issues (OOM) when saving, try using the sequential strategy instead of additive or average. It avoids direct weight modifications and makes saving more memory-efficient.


✨ Features

  • ✅ Merge up to 4 LoRA models
  • ✅ Compatible with UNet models in FP8 / FP16 / FP32
  • ✅ Three fusion strategies:
    • additive: weighted sum of LoRA deltas
    • average: average of LoRA deltas
    • sequential: apply one after another
  • ✅ Option to save the final merged model in .safetensors

📥 Inputs

Parameter Type Description
unet_model MODEL The base UNet model to apply LoRAs to
merge_strategy CHOICE "additive", "average", or "sequential"
enable_loraX BOOLEAN Whether to enable the corresponding LoRA
loraX STRING Filename of the LoRA (from your loras/ folder)
loraX_weight FLOAT Weight multiplier for the LoRA
save_model BOOLEAN Save the merged model to output/
save_filename STRING Custom name for the saved .safetensors file

📤 Outputs

Output Type Description
model MODEL The merged UNet model

Capture d'écran 2025-04-15 143351