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| set -e | |
| set -x | |
| # Set default values for DATADIR and NCORES | |
| DEFAULT_DATADIR="/JawTitan/EvalPlus/humaneval" | |
| DEFAULT_NCORES=$(nproc) | |
| DEFAULT_JUST_RUN=0 | |
| # Check if the user has provided a custom value for DATADIR and NCORES | |
| while getopts ":d:n:j:" opt; do | |
| case ${opt} in | |
| d ) | |
| DATADIR=$OPTARG | |
| ;; | |
| n ) | |
| NCORES=$OPTARG | |
| ;; | |
| j ) | |
| JUST_RUN=1 | |
| ;; | |
| \? ) | |
| echo "Invalid option: -$OPTARG. Example: bash evo.sh -d /path/to/humaneval -n 32" 1>&2 | |
| exit 1 | |
| ;; | |
| : ) | |
| echo "Option -$OPTARG requires an argument. Example: bash evo.sh -d /path/to/humaneval -n 32" 1>&2 | |
| exit 1 | |
| ;; | |
| esac | |
| done | |
| # Set DATADIR and NCORES to default values if they are not provided by the user | |
| DATADIR=${DATADIR:-$DEFAULT_DATADIR} | |
| NCORES=${NCORES:-$DEFAULT_NCORES} | |
| JUST_RUN=${JUST_RUN:-$DEFAULT_JUST_RUN} | |
| export PYTHONPATH=$(pwd) | |
| models=( | |
| "codegen-2b" | |
| "codegen-6b" | |
| "codegen-16b" | |
| "codegen2-1b" | |
| "codegen2-3b" | |
| "codegen2-7b" | |
| "codegen2-16b" | |
| "vicuna-7b" | |
| "vicuna-13b" | |
| "stablelm-7b" | |
| "incoder-1b" | |
| "incoder-6b" | |
| "polycoder" | |
| "chatgpt" | |
| "starcoder" | |
| "santacoder" | |
| "gptneo-2b" | |
| "gpt-4" | |
| "gpt-j") | |
| temps=("0.0" "0.2" "0.4" "0.6" "0.8") | |
| if [ $JUST_RUN -eq 0 ]; then | |
| echo "Experiements won't run from scratch since JUST_RUN is set to 0. To run and override all experiements, add -j flag." | |
| else | |
| echo "Experiements will run from scratch since JUST_RUN is set to 1. To run without overriding all experiements, remove -j flag." | |
| fi | |
| for model in "${models[@]}"; do | |
| for temp in "${temps[@]}"; do | |
| folder="${DATADIR}/${model}_temp_${temp}" | |
| if [ -d "$folder" ]; then | |
| if [ $JUST_RUN -eq 1 ]; then | |
| yes | python3 evalplus/evaluate.py --dataset humaneval --samples "$folder" --parallel ${NCORES} --i-just-wanna-run --test-details | |
| else | |
| python3 evalplus/evaluate.py --dataset humaneval --samples "$folder" --parallel ${NCORES} --test-details | |
| fi | |
| else | |
| echo "Folder does not exist: $folder" | |
| fi | |
| done | |
| done | |