acul3 commited on
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  1. run_tmux_stream.sh +26 -0
run_tmux_stream.sh ADDED
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+ # From https://arxiv.org/pdf/1907.11692.pdf for base model
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+ python3 -c "import jax; print('TPUs', jax.device_count())"
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+ python3 run_mlm_flax_stream.py \
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+ --output_dir="./outputs" \
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+ --model_type="roberta" \
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+ --config_name="./configs/base" \
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+ --tokenizer_name="./" \
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+ --dataset_name="munggok/KoPI" \
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+ --dataset_config_name="full" \
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+ --max_seq_length="512" \
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+ --pad_to_max_length \
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+ --per_device_train_batch_size="64" \
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+ --per_device_eval_batch_size="64" \
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+ --adam_beta1="0.9" \
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+ --adam_beta2="0.98" \
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+ --adam_epsilon="1e-6" \
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+ --learning_rate="6e-4" \
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+ --weight_decay="0.01" \
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+ --save_steps="10000" \
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+ --save_total_limit="5" \
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+ --warmup_steps="24000" \
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+ --overwrite_output_dir \
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+ --num_train_steps="500000" \
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+ --eval_steps="10000" \
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+ --dtype="bfloat16" \
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+ --logging_steps="500" 2>&1 | tee run_stream.log