#!/bin/bash
set -xe
pip install -r requirements.txt

HF_DATASETS_OFFLINE=1
TRANSFORMERS_OFFLINE=1
DIFFUSERS_OFFLINE=1

#  "torch_ddp" "torch_ddp_fp16" "low_level_zero"
for plugin in "gemini"; do
  torchrun --nproc_per_node 4 --standalone train_dreambooth_colossalai.py \
  --pretrained_model_name_or_path="/data/dreambooth/diffuser/stable-diffusion-v1-4"  \
  --instance_data_dir="/data/dreambooth/Teyvat/data" \
  --output_dir="./weight_output" \
  --instance_prompt="a picture of a dog" \
  --resolution=512 \
  --plugin=$plugin \
  --train_batch_size=1 \
  --learning_rate=5e-6 \
  --lr_scheduler="constant" \
  --lr_warmup_steps=0 \
  --num_class_images=200 \
  --placement="auto" # "cuda"
done