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#!/bin/bash
HF_DATASETS_IN_MEMORY_MAX_SIZE=200000000
MODEL_DIR=.
TOKENIZER_DIR=tokenizer
./run_t5_mlm_flax.py \
--output_dir="${MODEL_DIR}/checkpoints" \
--model_type="t5" \
--config_name="t5-small" \
--tokenizer_name="${TOKENIZER_DIR}" \
--dataset_name="mc4" \
--dataset_config_name="bn" \
--max_seq_length="512" \
--per_device_train_batch_size="128" \
--per_device_eval_batch_size="128" \
--learning_rate="1e-3" \
--weight_decay="0.001" \
--warmup_steps="500" \
--overwrite_output_dir \
--num_train_epochs="10" \
--logging_steps="1" \
--save_steps="1" \
--eval_steps="1" \
--push_to_hub
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