|
|
#!/bin/bash |
|
|
|
|
|
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 \ |
|
|
|
|
|
|
|
|
|
