| #SBATCH --qos=regular | |
| #SBATCH --job-name=xnli_gemmainstruct27 | |
| #SBATCH --cpus-per-task=4 | |
| #SBATCH --nodes=1 | |
| #SBATCH --ntasks-per-node=1 | |
| #SBATCH --mem=64GB | |
| #SBATCH --gres=gpu:4 | |
| #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=0-8%2 | |
| source /scratch/jbengoetxea/phd/.gemma_env/bin/activate | |
| export TRANSFORMERS_CACHE="/scratch/jbengoetxea/.cache" | |
| # Values for the 2 loops: | |
| # DATASET_VALUES=(xnli-eu-var xnli-eu-native xnli-eu xnli-es-var xnli-es-native xnli-es) | |
| # PROMPT_TYPE_VALUES=(chain nli-zero nli-few qa-zero qa-few) | |
| DATASET_VALUES=(xnli-eu-biz xnli-eu-gip xnli-eu-naf) | |
| PROMPT_TYPE_VALUES=(chain nli-zero nli-few) | |
| N=${#PROMPT_TYPE_VALUES[@]} # Number of items in the second level (VALUES2) | |
| # Decode SLURM_ARRAY_TASK_ID to get the two indices | |
| IDX1=$((SLURM_ARRAY_TASK_ID / N)) | |
| IDX2=$((SLURM_ARRAY_TASK_ID % N)) | |
| # Use IDX1 and IDX2 for your two-level loops | |
| DATASET="${DATASET_VALUES[${IDX1}]}" | |
| PROMPT_TYPE="${PROMPT_TYPE_VALUES[${IDX2}]}" | |
| TASK=trilabel | |
| MODEL=gemmainstruct27 | |
| OUTPUT=/scratch/jbengoetxea/phd/XNLIvar/scripts/generative/results/$DATASET/$MODEL | |
| python3 /scratch/jbengoetxea/phd/XNLIvar/scripts/generative/scripts/zero_shot.py \ | |
| --dataset "${DATASET}" \ | |
| --model $MODEL \ | |
| --output_dir $OUTPUT \ | |
| --task $TASK \ | |
| --prompt_type "${PROMPT_TYPE}" | |