| DIR="/data/wet-data/output/toxic_filtered_without_bloom_new/2024-10/" | |
| TRAIN_DIR=$DIR | |
| OUTPUT_TRAIN_DIR="/data/hineng/data_all_eng_slimpj/" | |
| DATASET_NAME="english" | |
| FINAL_DIR="/data/datasets/$DATASET_NAME/" | |
| mkdir -p $FINAL_DIR $OUTPUT_TRAIN_DIR | |
| files=($(ls /data/enfm-dataprocessing/Data_Info/SlimPajama-627B-DC/train/*/*)) | |
| for f in ${files[@]}; do | |
| echo $f | |
| new_name=$(echo $f | sed "s/\//_/g") | |
| cmd="unzstd $f --stdout > $OUTPUT_TRAIN_DIR/output$new_name.jsonl" | |
| echo $cmd | |
| eval $cmd | |
| done; | |
| final_cmd="cat $OUTPUT_TRAIN_DIR/*.jsonl > $OUTPUT_TRAIN_DIR/final_complete_en.jsonl" | |
| eval $final_cmd | |
| #mkdir -p $FINAL_DIR/tokenizer/ | |
| #cd /Model-References/PyTorch/nlp/DeepSpeedExamples/Megatron-DeepSpeed/ | |
| #python3 tools/preprocess_data.py \ | |
| # --input $FINAL_DIR/final.jsonl \ | |
| # --output-prefix $FINAL_DIR/tokenizer/ \ | |
| # --vocab-file /sml1/datasets/gpt2/vocab.json \ | |
| # --merge-file /sml1/datasets/gpt2/merges.txt \ | |
| # --dataset-impl mmap --tokenizer-type GPT2BPETokenizer \ | |
| # --append-eod --workers 8 --chunk-size 50 >tokenizer.out 2>tokenizer.err | |