| #!/bin/bash |
| """ |
| Bootstrap script for new VPS. |
| Run this on a fresh VPS to restore everything and resume training. |
| |
| Usage: |
| curl -sSL <raw_url_of_this_script> | bash |
| OR |
| bash scripts/bootstrap.sh <hf_username> |
| """ |
|
|
| set -e |
|
|
| HF_USER=${1:-""} |
| PROJECT_DIR="/home/adminuser/chungcat" |
|
|
| echo "=== 4K Image Model - VPS Bootstrap ===" |
| echo "" |
|
|
| |
| echo "[1/6] Installing system dependencies..." |
| pip3 install torch torchvision torchaudio 2>/dev/null | tail -1 |
| pip3 install diffusers transformers accelerate deepspeed bitsandbytes peft \ |
| datasets webdataset img2dataset wandb safetensors xformers \ |
| opencv-python-headless tqdm anthropic huggingface_hub fastapi uvicorn 2>/dev/null | tail -1 |
|
|
| |
| echo "[2/6] Checking HuggingFace login..." |
| if ! huggingface-cli whoami &>/dev/null; then |
| echo " Please login to HuggingFace:" |
| huggingface-cli login |
| fi |
|
|
| if [ -z "$HF_USER" ]; then |
| HF_USER=$(python3 -c "from huggingface_hub import HfApi; print(HfApi().whoami()['name'])") |
| fi |
| echo " User: $HF_USER" |
|
|
| |
| echo "[3/6] Creating project structure..." |
| mkdir -p $PROJECT_DIR/{data/{raw,processed,captions},models,scripts,configs,checkpoints,logs,outputs} |
|
|
| |
| echo "[4/6] Restoring from HuggingFace..." |
| python3 $PROJECT_DIR/scripts/backup.py --restore --user $HF_USER 2>/dev/null || { |
| echo " No backup found or restore failed. Starting fresh." |
| } |
|
|
| |
| echo "[5/6] Verifying GPU..." |
| python3 -c " |
| import torch |
| print(f' PyTorch: {torch.__version__}') |
| print(f' CUDA: {torch.version.cuda}') |
| print(f' GPUs: {torch.cuda.device_count()}') |
| for i in range(torch.cuda.device_count()): |
| print(f' GPU {i}: {torch.cuda.get_device_name(i)} ({torch.cuda.get_device_properties(i).total_memory/1024**3:.0f}GB)') |
| " |
|
|
| |
| echo "[6/6] Starting auto-backup (every 30 min)..." |
| nohup python3 $PROJECT_DIR/scripts/backup.py --auto --interval 30 --user $HF_USER > $PROJECT_DIR/logs/backup.log 2>&1 & |
| echo " Auto-backup PID: $!" |
|
|
| echo "" |
| echo "=== Bootstrap complete! ===" |
| echo "" |
| echo "Next steps:" |
| echo " - Check data: du -sh $PROJECT_DIR/data/" |
| echo " - Resume training: bash $PROJECT_DIR/scripts/training/run_train_flux.sh" |
| echo " - Manual backup: python3 $PROJECT_DIR/scripts/backup.py --backup" |
| echo "" |
|
|