#!/bin/bash

export PYTHONPATH=$(pwd)

script_dir=$(dirname "$0")

deepspeed --include localhost:0,1,2,3 $script_dir/train/train.py \

    --deepspeed $script_dir/train/ds_zero2_no_offload.json \

    --llm_pretrained_model_name_or_path lmsys/vicuna-7b-v1.5 \

    --train_type train_both \

    --use_lora True \

    --lora_r 128 \

    --lora_alpha 256 \

    --vision_hidden_size 1027 \

    --source joint_all \

    --bf16 true \

    --fp16 false \

    --dataloader_pin_memory True \

    --dataloader_num_workers 8 \

    --dataloader_persistent_workers True \

    --output_dir $script_dir/output/llemr_vicuna \

    --num_train_epochs 5 \

    --per_device_train_batch_size 4 \

    --per_device_eval_batch_size 4 \

    --gradient_accumulation_steps 8 \

    --evaluation_strategy steps \

    --eval_steps 0.05 \

    --save_strategy steps \

    --save_steps 0.05 \

    --save_total_limit 4 \

    --load_best_model_at_end True \

    --run_name llemr_vicuna \

    --learning_rate 1e-4 \

    --logging_steps 1