FINAL_DIR=/mnt/weka/peacock/idc/datasets/hindi_bengali_merged_unshuffled | |
#TOKENIZER=facebook/nllb-200-distilled-600M | |
#TOKENIZER_TYPE=HuggingFaceTokenizer | |
TOKENIZER_PATH=/mnt/weka/peacock/tokenization/trained-tokenizer/enhiben_50k | |
TOKENIZER=$TOKENIZER_PATH/all.model | |
VOCAB_FILE=$TOKENIZER_PATH/all.vocab | |
TOKENIZER_TYPE=SentencePieceTokenizer | |
mkdir -p $FINAL_DIR/tokenizer/ | |
cd /mnt/weka/peacock/experiments/llama/Megatron-DeepSpeed | |
python3 tools/preprocess_data.py \ | |
--input $FINAL_DIR/shuffled/final.json \ | |
--output-prefix $FINAL_DIR/tokenizer/ \ | |
--tokenizer-model $TOKENIZER \ | |
--vocab-file $VOCAB_FILE \ | |
--dataset-impl mmap --tokenizer-type $TOKENIZER_TYPE\ | |
--append-eod --workers 8 #--chunk-size 50 | |
# --merge-file $MERGES_FILE \ | |