File size: 1,017 Bytes
b373569 d79aee0 b373569 d79aee0 b373569 d79aee0 b373569 d79aee0 b373569 d79aee0 b373569 d79aee0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | #!/bin/bash
# Launch Flux LoRA training - split model across 2 GPUs
# GPU 0: VAE + CLIP + T5 (encoding)
# GPU 1: Flux Transformer (training)
# Usage: bash scripts/training/run_train_flux.sh
export PYTHONPATH="/home/adminuser/chungcat:$PYTHONPATH"
export HF_HOME="/home/adminuser/.cache/huggingface"
export WANDB_MODE=disabled
export PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True
python3 /home/adminuser/chungcat/scripts/training/train_flux_lora.py \
--model-name "black-forest-labs/FLUX.1-schnell" \
--data-dir "/home/adminuser/chungcat/data/processed/flux_train/shards" \
--output-dir "/home/adminuser/chungcat/checkpoints/flux_lora" \
--resolution 1024 \
--batch-size 1 \
--gradient-accumulation 8 \
--learning-rate 1e-4 \
--lr-scheduler cosine \
--lr-warmup-steps 1000 \
--max-train-steps 100000 \
--save-steps 5000 \
--lora-rank 128 \
--lora-alpha 128 \
--seed 42 \
--gradient-checkpointing \
--encode-device cuda:0 \
--train-device cuda:1
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