Memory Error during tokenization while fine tuning LLava1.5-7B-Chat more than 8000 images about llama-factory HOT 2 CLOSED

llamafactory-cli train \
    --stage sft \
    --do_train True \
    --model_name_or_path llava-hf/llava-1.5-7b-hf \
    --preprocessing_num_workers 16 \
    --finetuning_type lora \
    --template vicuna \
    --flash_attn fa2 \
    --visual_inputs True \
    --dataset_dir data \
    --dataset icentia11k \
    --cutoff_len 1024 \
    --learning_rate 5e-05 \
    --num_train_epochs 10.0 \
    --max_steps 10000 \
    --per_device_train_batch_size 2 \
    --gradient_accumulation_steps 8 \
    --lr_scheduler_type cosine \
    --max_grad_norm 1.0 \
    --logging_steps 5 \
    --save_steps 100 \
    --warmup_steps 0 \
    --optim adamw_torch \
    --packing False \
    --report_to none \
    --output_dir saves/LLaVA1.5-7B-Chat/lora/train_2024-06-26-11-09-00 \
    --fp16 True \
    --plot_loss True \
    --ddp_timeout 180000000 \
    --include_num_input_tokens_seen True \
    --lora_rank 8 \
    --lora_alpha 32 \
    --lora_dropout 0 \
    --use_dora True \
    --lora_target all  \ 
    --streaming True