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export WANDB_MODE=disabled
export CUDA_LAUNCH_BLOCKING=0
DATASET=Instruments
BASE_MODEL=/home/jovyan/workspace/Llama-7b
RQVAE_MODEL=/home/jovyan/workspace/LC-Rec/index/Ins/Apr-04-2025_07-12-04/best_collision_model.pth
DATA_PATH=/home/jovyan/workspace
OUTPUT_DIR=./Ins
mkdir -p $OUTPUT_DIR
torchrun --nproc_per_node=4 pre-train.py \
--base_model $BASE_MODEL \
--rqvae_model $RQVAE_MODEL \
--output_dir $OUTPUT_DIR \
--dataset $DATASET \
--data_path $DATA_PATH \
--per_device_batch_size 8 \
--gradient_accumulation_steps 2 \
--learning_rate 5e-4 \
--model_max_length 1024 \
--epochs 1 \
--weight_decay 0.01 \
--save_and_eval_strategy epoch \
--deepspeed ./config/ds_z2_bf16.json \
--dataloader_num_workers 4 \
--only_train_response \
--tasks seqrec,itemsearch,inters2title,inters2description,preferenceobtain,item2index,index2item,intertitles2item,query2item \
--train_prompt_sample_num 1,1,1,1,1,1,1,1,1 \
--train_data_sample_num 0,0,0,0,0,0,0,0,0 \
--bf16 &>>$OUTPUT_DIR/log.txt
cd convert
nohup ./convert.sh $OUTPUT_DIR >convert.log 2>&1 &
cd .. |