# Copyright 2022 Cerebras Systems.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
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""" Example script to convert HF BookCorpus dataset to HDF5 dataset"""
# isort: off
import os
import sys
# isort: on
sys.path.append(os.path.join(os.path.dirname(__file__), "../../../../.."))
from modelzoo.transformers.data_processing.huggingface.HuggingFace_BookCorpus import (
HuggingFace_BookCorpus,
)
from modelzoo.transformers.data_processing.scripts.hdf5_preprocessing.convert_dataset_to_HDF5 import (
convert_dataset_to_HDF5,
)
[docs]def main():
dataset, data_collator = HuggingFace_BookCorpus(
sequence_length=2048, num_workers=8
)
convert_dataset_to_HDF5(
dataset=dataset,
data_collator=data_collator,
output_dir="./bookcorpus_hdf5_dataset/",
)
if __name__ == "__main__":
main()