| MODEL_NAME_OR_PATH="/data/models/llava/llava-1.5-13b-hf" # model path | |
| TRAIN_DATASETS="/data/align-anything/jiayi/ti2t/refine_gen_wo_res/1021_13b_2000" # dataset path | |
| TRAIN_TEMPLATE="AA_TI2T_Critique" # dataset template | |
| TRAIN_SPLIT="train" # split the dataset | |
| PTX_DATASETS="/data/align-anything/jiayi/ti2t/ti-to-t-instruction-following" | |
| PTX_TEMPLATE="AA_TI2T" | |
| PTX_SPLIT="train" | |
| OUTPUT_DIR="/data/align-anything/jiayi/ti2t/rm_10_22_ours_13b_2000/slice_2392" # output dir | |
| export CUDA_HOME='/data/align-anything/miniconda3/envs/jy-s' | |
| # For wandb online logging | |
| export WANDB_API_KEY="c072b41ab5beb29a43942f29660da87354fd3612" | |
| export NCCL_SOCKET_IFNAME="bond0.212" | |
| # Source the setup script | |
| source ./setup.sh | |
| # Execute deepspeed command | |
| deepspeed \ | |
| --hostfile ./hostfile \ | |
| --master_port ${MASTER_PORT} \ | |
| --module align_anything.trainers.text_image_to_text.dpo \ | |
| --model_name_or_path ${MODEL_NAME_OR_PATH} \ | |
| --train_datasets ${TRAIN_DATASETS} \ | |
| --train_template ${TRAIN_TEMPLATE} \ | |
| --train_split ${TRAIN_SPLIT} \ | |
| --ptx_datasets ${PTX_DATASETS} \ | |
| --ptx_template ${PTX_TEMPLATE} \ | |
| --ptx_split ${PTX_SPLIT} \ | |
| --output_dir ${OUTPUT_DIR} \ | |
| --save_interval 1200 \ | |
| --epochs 5 | |