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Datasets:
PY007
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slimpajama_llama_tokenized_upsample_4096_chunk_256K

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input_ids
sequencelengths
256k
256k
labels
int64
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End of preview. Expand in Dataset Viewer.

Generated using https://github.com/FranxYao/Long-Context-Data-Engineering with the below command:

mkdir logs
mkdir data
mkdir data/slimpajama
mkdir data/slimpajama/per_source_downsample
cd data_engineering
PATH_TO_SLIMPAJAMA=rokset3/slim_pajama_chunk_1
nohup python -u slimpajama_packing.py\
    --dataset_size=1b\
    --print_interval=100 --num_process=200\
    --chunk_size=256001 \
    --dataset_path=$PATH_TO_SLIMPAJAMA\
    --output_path=../data/slimpajama/per_source_downsample/ --down_sample_ratio=0.1 --down_sample_mode=per_source\
    > ../logs/slimpajama_packing_dist_per_source_downsample_0.1.log 2>&1 &
tail -f ../logs/slimpajama_packing_dist_per_source_downsample_0.1.log
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1.84 GB
Size of the auto-converted Parquet files:
1.84 GB
Number of rows:
3,940

Collection including PY007/slimpajama_llama_tokenized_upsample_4096_chunk_256K