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Parallel-XNLIvar

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Parallel-XNLIvar / generative /scripts /qa-array-gemma.sh
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jaio98
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#!/usr/bin/env bash
#SBATCH --partition=hitz-exclusive
#SBATCH --account=hitz-exclusive
#SBATCH --job-name=xnli_gemmainstruct27
#SBATCH --cpus-per-task=2
#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --mem=64GB
#SBATCH --gres=gpu:2
#SBATCH --constraint=a100-sxm4
#SBATCH --output=/scratch/jbengoetxea/phd/XNLIvar/scripts/generative/logs/xnli-gemmainstruct27_%a.log
#SBATCH --error=/scratch/jbengoetxea/phd/XNLIvar/scripts/generative/logs/xnli-gemmainstruct27_%a.err
#SBATCH --time=01:00:00 #ee-hh:mm:ss
#SBATCH --mail-type=REQUEUE
#SBATCH --mail-user=jaione.bengoetxea@ehu.eus
#SBATCH --array=0-35%2
export TRANSFORMERS_CACHE="/scratch/jbengoetxea/.cache"
# Values
DATASET_VALUES=(xnli-eu-var xnli-eu-native xnli-eu xnli-es-var xnli-es-native xnli-es)
PROMPT_TYPE_VALUES=(contradiction entailment neutral)
TASK_VALUES=(qa-zero qa-few)
# Get job array working
D=${#DATASET_VALUES[@]}
P=${#PROMPT_TYPE_VALUES[@]}
T=${#TASK_VALUES[@]}
TASK_ID=$SLURM_ARRAY_TASK_ID
IDX_D=$((TASK_ID / (P * T)))
IDX_P=$(((TASK_ID / T) % P))
IDX_T=$((TASK_ID % T))
DATASET="${DATASET_VALUES[$IDX_D]}"
PROMPT_TYPE="${PROMPT_TYPE_VALUES[$IDX_P]}"
TASK="${TASK_VALUES[$IDX_T]}"
# Final values and run script
MODEL=gemmainstruct27
OUTPUT=/scratch/jbengoetxea/phd/XNLIvar/scripts/generative/results/$DATASET/$MODEL/$TASK
TORCHDYNAMO_DISABLE=1 python3 /scratch/jbengoetxea/phd/XNLIvar/scripts/generative/scripts/zero_shot.py \
--dataset "${DATASET}" \
--model $MODEL \
--output_dir $OUTPUT \
--task $TASK \
--prompt_type "${PROMPT_TYPE}"