ComfyUI Node: Train LoRA

Authored by Comfy-Org

Created

Updated

121575 stars

Run Train LoRA without installing ComfyUI

This node already runs on ComfyICU. Open it in the browser, hit run, and you're billed for GPU seconds — not for setup, and not while you're idle.

Category

model/training

Inputs

model MODEL
latents LATENT
positive CONDITIONING
batch_size INT
grad_accumulation_steps INT
steps INT
learning_rate FLOAT
rank INT
optimizer COMBO
loss_function COMBO
seed INT
training_dtype COMBO
lora_dtype COMBO
quantized_backward BOOLEAN
algorithm COMBO
gradient_checkpointing BOOLEAN
checkpoint_depth INT
offloading BOOLEAN
existing_lora COMBO
bucket_mode BOOLEAN
bypass_mode BOOLEAN

Outputs

LORA_MODEL

LOSS_MAP

INT

Extension: ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Authored by Comfy-Org

Looking for a different node?

Run Train LoRA without installing ComfyUI

This node already runs on ComfyICU. Open it in the browser, hit run, and you're billed for GPU seconds — not for setup, and not while you're idle.

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