Datasets:
| #SBATCH --job-name=xp3mt # job name | |
| #SBATCH --ntasks=1 # number of MP tasks | |
| #SBATCH --nodes=1 | |
| #SBATCH --cpus-per-task=40 # number of cores per tasks | |
| #SBATCH --hint=nomultithread # we get physical cores not logical | |
| #SBATCH --time=10:00:00 # maximum execution time (HH:MM:SS) | |
| #SBATCH --output=%x-%j.out # output file name | |
| #SBATCH --account=ajs@cpu | |
| #SBATCH --partition=cpu_p1 | |
| #SBATCH --qos=qos_cpu-t3 | |
| set -x -e | |
| source $six_ALL_CCFRWORK/start-tr13f-6B3-ml-t0 | |
| export HF_DATASETS_OFFLINE=1 | |
| export TRANSFORMERS_OFFLINE=1 | |
| MEGATRON_DEEPSPEED_REPO=$six_ALL_CCFRWORK/code/tr13f-6B3-ml-t0/Megatron-DeepSpeed | |
| TOKENIZER_PATH="bigscience/tokenizer" | |
| #ar bn en es fr gu hi id ig mr ne pa prep.py pt rn sw ta te to_meg.slurm ur vi yo zh | |
| LANGS=( | |
| ar | |
| bn | |
| es | |
| fr | |
| gu | |
| hi | |
| id | |
| ig | |
| mr | |
| ne | |
| pa | |
| pt | |
| sw | |
| ta | |
| te | |
| ur | |
| vi | |
| yo | |
| zh | |
| ) | |
| DATA_PATH=/gpfswork/rech/six/commun/bigscience-training/jsonls/xP3mt | |
| for val in {0..20}; do | |
| LANG=${LANGS[$val]} | |
| cd $DATA_PATH/$LANG | |
| # Merge | |
| cat *.jsonl > merged_dups_$LANG.jsonl | |
| # Drop duplicates (~1G / 37G for en) + Shuffle | |
| sort -u merged_dups_$LANG.jsonl | shuf > merged_$LANG.jsonl | |
| OUTPUT=/gpfswork/rech/six/commun/bigscience-training/xp3mt/xp3_$LANG | |
| cd $MEGATRON_DEEPSPEED_REPO | |
| #python tools/preprocess_data.py \ | |
| # --input $DATA_PATH/$LANG/merged_$LANG.jsonl \ | |
| # --output-prefix $OUTPUT \ | |
| # --dataset-impl mmap \ | |
| # --json-key inputs \ | |
| # --tokenizer-type PretrainedFromHF \ | |
| # --tokenizer-name-or-path $TOKENIZER_PATH \ | |
| # --workers 35 | |
| #python tools/preprocess_data.py \ | |
| # --input $DATA_PATH/$LANG/merged_$LANG.jsonl \ | |
| # --output-prefix $OUTPUT \ | |
| # --dataset-impl mmap \ | |
| # --json-key targets \ | |
| # --tokenizer-type PretrainedFromHF \ | |
| # --tokenizer-name-or-path $TOKENIZER_PATH \ | |
| # --append-eod \ | |
| # --prepend-space \ | |
| # --workers 35 | |
| done | |