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accelerate launch \
--mixed_precision bf16 \
--num_cpu_threads_per_process 1 \
sd-scripts/flux_train_network.py \
--pretrained_model_name_or_path "/app/fluxgym/models/unet/flux1-dev.sft" \
--clip_l "/app/fluxgym/models/clip/clip_l.safetensors" \
--t5xxl "/app/fluxgym/models/clip/t5xxl_fp16.safetensors" \
--ae "/app/fluxgym/models/vae/ae.sft" \
--cache_latents_to_disk \
--save_model_as safetensors \
--sdpa --persistent_data_loader_workers \
--max_data_loader_n_workers 2 \
--seed 42 \
--gradient_checkpointing \
--mixed_precision bf16 \
--save_precision bf16 \
--network_module networks.lora_flux \
--network_dim 4 \
--optimizer_type adafactor \
--optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" \
--lr_scheduler constant_with_warmup \
--max_grad_norm 0.0 \
--learning_rate 8e-4 \
--cache_text_encoder_outputs \
--cache_text_encoder_outputs_to_disk \
--fp8_base \
--highvram \
--max_train_epochs 5 \
--save_every_n_epochs 4 \
--dataset_config "/app/fluxgym/outputs/cinematic-horror-by-cosmic/dataset.toml" \
--output_dir "/app/fluxgym/outputs/cinematic-horror-by-cosmic" \
--output_name cinematic-horror-by-cosmic \
--timestep_sampling shift \
--discrete_flow_shift 3.1582 \
--model_prediction_type raw \
--guidance_scale 1 \
--loss_type l2 \ |