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#!/bin/bash |
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deepspeed llava/train/train_mem.py \ |
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--lora_enable True --lora_r 128 --lora_alpha 256 --mm_projector_lr 2e-5 \ |
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--deepspeed ./scripts/zero3.json \ |
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--model_name_or_path liuhaotian/llava-v1.5-13b \ |
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--version v1 \ |
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--data_path ./playground/data/llava_v1_5_mix665k.json \ |
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--image_folder ./playground/data \ |
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--vision_tower openai/clip-vit-large-patch14-336 \ |
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--mm_projector_type mlp2x_gelu \ |
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--mm_vision_select_layer -2 \ |
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--mm_use_im_start_end False \ |
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--mm_use_im_patch_token False \ |
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--image_aspect_ratio pad \ |
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--group_by_modality_length True \ |
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--bf16 True \ |
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--output_dir ./checkpoints/llava-v1.5-13b-task-lora \ |
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--num_train_epochs 1 \ |
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--per_device_train_batch_size 16 \ |
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--per_device_eval_batch_size 4 \ |
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--gradient_accumulation_steps 1 \ |
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--evaluation_strategy "no" \ |
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--save_strategy "steps" \ |
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--save_steps 50000 \ |
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--save_total_limit 1 \ |
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--learning_rate 2e-4 \ |
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--weight_decay 0. \ |
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--warmup_ratio 0.03 \ |
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--lr_scheduler_type "cosine" \ |
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--logging_steps 1 \ |
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--tf32 True \ |
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--model_max_length 2048 \ |
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--gradient_checkpointing True \ |
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--dataloader_num_workers 4 \ |
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--lazy_preprocess True \ |
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--report_to wandb |
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