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#!/usr/bin/env bash |
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export TOKENIZERS_PARALLELISM=0 |
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python ./run_mlm_flax.py \ |
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--push_to_hub \ |
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--output_dir="./" \ |
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--model_type="big_bird" \ |
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--config_name="./" \ |
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--tokenizer_name="./" \ |
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--max_seq_length="4096" \ |
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--weight_decay="0.0095" \ |
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--warmup_steps="5000" \ |
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--overwrite_output_dir \ |
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--adam_beta1="0.9" \ |
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--adam_beta2="0.98" \ |
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--logging_steps="500" \ |
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--eval_steps="92768" \ |
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--num_train_epochs="5" \ |
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--preprocessing_num_workers="64" \ |
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--save_steps="20000" \ |
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--adafactor \ |
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--learning_rate="5e-5" \ |
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--per_device_train_batch_size="2" \ |
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--per_device_eval_batch_size="2" \ |
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--save_total_limit="5"\ |
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--dtype="bfloat16" \ |
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