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#!/usr/bin/env bash |
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export PYTHONPATH="../":"${PYTHONPATH}" |
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export BS=32 |
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export GAS=1 |
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python finetune.py \ |
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--learning_rate=3e-5 \ |
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--fp16 \ |
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--gpus 1 \ |
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--do_train \ |
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--do_predict \ |
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--val_check_interval 0.25 \ |
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--n_val 500 \ |
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--num_train_epochs 2 \ |
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--freeze_encoder --freeze_embeds --data_dir cnn_dm \ |
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--max_target_length 142 --val_max_target_length=142 \ |
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--train_batch_size=$BS --eval_batch_size=$BS --gradient_accumulation_steps=$GAS \ |
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--model_name_or_path sshleifer/student_cnn_12_6 \ |
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--tokenizer_name facebook/bart-large \ |
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--warmup_steps 500 \ |
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--output_dir distilbart-cnn-12-6 \ |
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"$@" |
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