| #!/bin/bash |
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| deepspeed --include localhost:0,1,2,3,4,5,6,7 --master_port=25600 llava/train/train.py \ |
| --deepspeed ./scripts/zero3.json \ |
| --model_name_or_path ./hf_models/vicuna-7b-v1.5 \ |
| --version v1 \ |
| --data_path ./hf_datas/llava_v1_5_mix665k.json \ |
| --image_folder ./playground/data/ \ |
| --vision_tower ./hf_models/clip-vit-large-patch14-336 \ |
| --pretrain_mm_mlp_adapter ./checkpoints/llava-v1.5-7b-pretrain/mm_projector.bin \ |
| --mm_projector_type mlp2x_gelu \ |
| --mm_vision_select_layer -2 \ |
| --mm_use_im_start_end False \ |
| --mm_use_im_patch_token False \ |
| --image_aspect_ratio pad \ |
| --group_by_modality_length True \ |
| --bf16 True \ |
| --output_dir ./checkpoints/voco_llava_ckpt \ |
| --num_train_epochs 2 \ |
| --per_device_train_batch_size 8 \ |
| --per_device_eval_batch_size 4 \ |
| --gradient_accumulation_steps 2 \ |
| --evaluation_strategy "no" \ |
| --save_strategy "steps" \ |
| --save_steps 50000 \ |
| --save_total_limit 1 \ |
| --learning_rate 2e-5 \ |
| --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 \ |
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