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BUAADreamer
2024-04-25 19:19:59 +08:00
parent 4e032ff95e
commit b6d78b2a64
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examples/mllm/sft_instructblip.sh
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#!/bin/bash
CUDA_VISIBLE_DEVICES=0 python src/train_bash.py \
--stage sft_mm \
--do_train \
--model_name_or_path Salesforce/instructblip-vicuna-7b \
--dataset mllm_instruct_example \
--dataset_dir data \
--template default \
--finetuning_type lora \
--lora_target all \
--output_dir saves/instructblip-vicuna-7b/lora/sft \
--overwrite_cache \
--overwrite_output_dir \
--cutoff_len 1024 \
--preprocessing_num_workers 16 \
--per_device_train_batch_size 3 \
--per_device_eval_batch_size 1 \
--gradient_accumulation_steps 1 \
--lr_scheduler_type cosine \
--logging_steps 1 \
--warmup_steps 20 \
--save_steps 100 \
--eval_steps 100 \
--evaluation_strategy steps \
--load_best_model_at_end \
--learning_rate 1e-5 \
--num_train_epochs 50 \
--max_samples 3000 \
--val_size 0.1 \
--plot_loss \
--bf16