#!/bin/bash

mkdir -p textual_inversion_cat/logs

accelerate launch \
  --multi_gpu \
  --num_processes=2 \
  --mixed_precision="bf16" \
  textual_inversion_sdxl.py \
  --pretrained_model_name_or_path="stabilityai/stable-diffusion-xl-base-1.0" \
  --train_data_dir="./cat" \
  --output_dir="textual_inversion_cat" \
  --placeholder_token="<my-token>" \
  --initializer_token="cat" \
  --resolution=1024 \
  --train_batch_size=1 \
  --gradient_accumulation_steps=1 \
  --max_train_steps=100 \
  --learning_rate=1e-4 \
  --num_vectors=4 \
  --validation_prompt="a photo of a <my-token>" \
  --num_validation_images=4 \
  --validation_steps=100 \
  --save_steps=500 \
  --mixed_precision="bf16" \
  --enable_xformers_memory_efficient_attention \
  --gradient_checkpointing \
  --center_crop \
  --report_to="tensorboard" \
  --logging_dir="textual_inversion_cat/logs"