run.sh

export WANDB_MODE=disabled
export CUDA_LAUNCH_BLOCKING=1

DATASET=Games
BASE_MODEL=huggyllama/llama-7b
DATA_PATH=./data
OUTPUT_DIR=./ckpt/$DATASET/

torchrun --nproc_per_node=8 --master_port=3324 finetune.py \
    --base_model $BASE_MODEL \
    --output_dir $OUTPUT_DIR \
    --dataset $DATASET \
    --data_path $DATA_PATH \
    --per_device_batch_size 8 \
    --gradient_accumulation_steps 2 \
    --learning_rate 5e-5 \
    --epochs 4 \
    --weight_decay 0.01 \
    --save_and_eval_strategy epoch \
    --deepspeed ./config/ds_z3_bf16.json \
    --bf16 \
    --only_train_response \
    --tasks seqrec,item2index,index2item,fusionseqrec,itemsearch,preferenceobtain \
    --train_prompt_sample_num 1,1,1,1,1,1 \
    --train_data_sample_num 0,0,0,100000,0,0 \
    --index_file .index.json


cd convert
nohup ./convert.sh $OUTPUT_DIR >convert.log 2>&1 &
cd ..






DATASET=Arts
BASE_MODEL=huggyllama/llama-7b
DATA_PATH=./data
OUTPUT_DIR=./ckpt/$DATASET/

torchrun --nproc_per_node=8 --master_port=3324 finetune.py \
    --base_model $BASE_MODEL \
    --output_dir $OUTPUT_DIR \
    --dataset $DATASET \
    --data_path $DATA_PATH \
    --per_device_batch_size 8 \
    --gradient_accumulation_steps 2 \
    --learning_rate 5e-5 \
    --epochs 4 \
    --weight_decay 0.01 \
    --save_and_eval_strategy epoch \
    --deepspeed ./config/ds_z3_bf16.json \
    --bf16 \
    --only_train_response \
    --tasks seqrec,item2index,index2item,fusionseqrec,itemsearch,preferenceobtain \
    --train_prompt_sample_num 1,1,1,1,1,1 \
    --train_data_sample_num 0,0,0,30000,0,0 \
    --index_file .index.json


cd convert
nohup ./convert.sh $OUTPUT_DIR >convert.log 2>&1 &
cd ..





DATASET=Instruments
BASE_MODEL=huggyllama/llama-7b
DATA_PATH=./data
OUTPUT_DIR=./ckpt/$DATASET/

torchrun --nproc_per_node=8 --master_port=3324 finetune.py \
    --base_model $BASE_MODEL \
    --output_dir $OUTPUT_DIR \
    --dataset $DATASET \
    --data_path $DATA_PATH \
    --per_device_batch_size 8 \
    --gradient_accumulation_steps 2 \
    --learning_rate 5e-5 \
    --epochs 4 \
    --weight_decay 0.01 \
    --save_and_eval_strategy epoch \
    --deepspeed ./config/ds_z3_bf16.json \
    --bf16 \
    --only_train_response \
    --tasks seqrec,item2index,index2item,fusionseqrec,itemsearch,preferenceobtain \
    --train_prompt_sample_num 1,1,1,1,1,1 \
    --train_data_sample_num 0,0,0,20000,0,0 \
    --index_file .index.json


cd convert
nohup ./convert.sh $OUTPUT_DIR >convert.log 2>&1 &
cd ..