Realtime LoRA Trainer

RealtimeLoraTrainer

Trains a LoRA on-the-fly from one or more images using AI-Toolkit. Connect output to ApplyTrainedLora node to apply. Supports Z-Image, FLUX, Wan, and Qwen models.

Pack: Realtime LoRA Trainer

custom_nodes.comfyUI-Realtime-Lora

Inputs (20)

Name	Type	Required
inputcount	INT	required
images_path	STRING	required
architecture	COMBO	required
ai_toolkit_path	STRING	required
caption	STRING	required
training_steps	INT	required
learning_rate	FLOAT	required
lora_rank	INT	required
vram_mode	COMBO	required
keep_lora	BOOLEAN	required
output_name	STRING	required
custom_python_exe	STRING	required
image_1	IMAGE	optional
caption_1	STRING	optional
image_2	IMAGE	optional
caption_2	STRING	optional
image_3	IMAGE	optional
caption_3	STRING	optional
image_4	IMAGE	optional
caption_4	STRING	optional

Outputs (1)

Name	Type
lora_path	STRING