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export WANDB_MODE=disabled
export CUDA_LAUNCH_BLOCKING=1
DATASET=Instruments
BASE_MODEL=/datain/v-yinju/llama-7b
INTER=/datain/v-yinju/LLMBased_Multimodal_RS/Data/Musical_Instruments/Musical_Instruments.inters.numerical.json
FEATURE=/datain/v-yinju/LLMBased_Multimodal_RS/Data/Musical_Instruments/Musical_Instruments.features.numerical.json
INDEX=/datain/v-yinju/LLMBased_Multimodal_RS/Data/Musical_Instruments/Rqvae/Text/indices.json
OUTPUT_DIR=/datain/v-yinju/LLMBased_Multimodal_RS/Model_LLaMA/Ins
mkdir -p $OUTPUT_DIR
torchrun --nproc_per_node=2 lora_finetune.py \
--base_model $BASE_MODEL \
--output_dir $OUTPUT_DIR \
--inter_path $INTER \
--feature_path $FEATURE \
--per_device_batch_size 6 \
--gradient_accumulation_steps 2 \
--learning_rate 5e-5 \
--epochs 4 \
--weight_decay 0.01 \
--save_and_eval_strategy epoch \
--fp16 \
--deepspeed ./config/ds_z2_fp16.json \
--dataloader_num_workers 4 \
--only_train_response \
--tasks seqrec,item2index,index2item,fusionseqrec \
--train_prompt_sample_num 1,1,1,1 \
--train_data_sample_num 0,0,0,0 \
--index_file $INDEX
cd convert
nohup ./convert.sh $OUTPUT_DIR >convert.log 2>&1 &
cd .. |