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#!/bin/bash
deepspeed \
--num_nodes=1 \
--num_gpus=6 \
--master_port=25002 \
llava/train/train_mem.py \
--deepspeed ./scripts/zero2.json \
--model_name_or_path /mnt/bn/algo-masp-nas-2/xiangchen/model/thoth/thoth_6b5_v2_4_36_0 \
--version thoth \
--dataset_config /mnt/bn/algo-masp-nas-2/xiangchen/repo/LLaVA/llava/configs/release_version/finetune_gpt4v_caption.yaml \
--vision_tower eva-vit-g \
--vit_model_path /mnt/bn/data-tns-algo-masp/baiyi.by/masp/model/eva_vit_g.pth \
--adapter_module_name qformer_compress_token_v1_128 \
--adapter_module_path /mnt/bn/data-tns-algo-masp/baiyi.by/masp/model/blip2_pretrained_flant5xxl.pth \
--pretrain_mm_mlp_adapter /mnt/bn/masp-nas/xiangchen/model/masp_models/checkpoints/llava-thothv2-pretrain-projector-2/mm_projector.bin \
--freeze_adapter False \
--mm_vision_select_layer -2 \
--mm_use_start_end True \
--mm_use_patch_token False \
--image_aspect_ratio pad \
--num_token_per_image 0 \
--image_aspect_ratio anyres \
--mm_patch_merge_type flat \
--image_grid_pinpoints \[\(448,\ 672\),\ \(672,\ 448\)\] \
--bf16 True \
--output_dir /mnt/bn/masp-nas/xiangchen/model/masp_models/checkpoints/llava-thothv2_mar_release_gpt4v_compress_token_224 \
--num_train_epochs 1 \
--group_by_modality_length True \
--per_device_train_batch_size 4 \
--per_device_eval_batch_size 4 \
--gradient_accumulation_steps 4 \
--evaluation_strategy "no" \
--save_strategy "steps" \
--save_steps 1000 \
--save_total_limit 1 \
--learning_rate 1e-5 \
--weight_decay 0. \
--warmup_ratio 0.03 \
--lr_scheduler_type "cosine" \
--logging_steps 1 \
--tf32 True \
--model_max_length 4096 \
--gradient_checkpointing True \
--dataloader_num_workers 4 \
--lazy_preprocess True \
--report_to none
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