- saved model checkpoints
- `pytorch_lora_weights.safetensors` (the trained LoRA weights)  
If you're training on more than one GPU, add the `--multi_gpu` parameter to the `accelerate launch` command.  
<Tip warning={true}>  
A full training run takes ~5 hours on a 2080 Ti GPU with 11GB of VRAM.  
</Tip>  
```bash
export MODEL_NAME="stable-diffusion-v1-5/stable-diffusion-v1-5"
export OUTPUT_DIR="/sddata/finetune/lora/naruto"
export HUB_MODEL_ID="naruto-lora"