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Running
on
A10G
Running
on
A10G
| deepspeed llava/train/train_mem.py \ | |
| --deepspeed ./scripts/zero2.json \ | |
| --model_name_or_path lmsys/vicuna-13b-v1.5 \ | |
| --version plain \ | |
| --data_path ./playground/data/LLaVA-Pretrain/blip_laion_cc_sbu_558k.json \ | |
| --image_folder ./playground/data/LLaVA-Pretrain/images \ | |
| --vision_tower openai/clip-vit-large-patch14-336 \ | |
| --mm_projector_type mlp2x_gelu \ | |
| --tune_mm_mlp_adapter True \ | |
| --mm_vision_select_layer -2 \ | |
| --mm_use_im_start_end False \ | |
| --mm_use_im_patch_token False \ | |
| --bf16 True \ | |
| --output_dir ./checkpoints/llava-v1.5-13b-pretrain \ | |
| --num_train_epochs 1 \ | |
| --per_device_train_batch_size 32 \ | |
| --per_device_eval_batch_size 4 \ | |
| --gradient_accumulation_steps 1 \ | |
| --evaluation_strategy "no" \ | |
| --save_strategy "steps" \ | |
| --save_steps 24000 \ | |
| --save_total_limit 1 \ | |
| --learning_rate 1e-3 \ | |
| --weight_decay 0. \ | |
| --warmup_ratio 0.03 \ | |
| --lr_scheduler_type "cosine" \ | |
| --logging_steps 1 \ | |
| --tf32 True \ | |
| --model_max_length 2048 \ | |
| --gradient_checkpointing True \ | |
| --dataloader_num_workers 4 \ | |
| --lazy_preprocess True \ | |
| --report_to wandb | |