Flux2TTRControllerTrainer

Flux2TTRControllerTrainer

advanced/attentionexperimental

Phase-2: train a TTR controller using dual-path sampling and REINFORCE updates.

Pack: ComfyUI-Taylor-Attention

custom_nodes.ComfyUI-Taylor-Attention

Inputs (16)

Name	Type	Required
model_original	MODEL	required
model_ttr	MODEL	required
positive	CONDITIONING	required
negative	CONDITIONING	required
latent	LATENT	required
vae	VAE	required
training_config	TTR_TRAINING_CONFIG	required
steps	INT	required
seed	INT	required
cfg	FLOAT	required
sampler_name	COMBO	required
scheduler	COMBO	required
checkpoint_path	STRING	required
training_iterations	INT	required
denoise	FLOAT	required
sigma_aware_training	BOOLEAN	required

Outputs (3)

Name	Type
IMAGE_ORIGINAL	IMAGE
IMAGE_PATCHED	IMAGE
CONTROLLER	TTR_CONTROLLER