eval_xl.sh

#!/bin/bash
#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH -p small-g
#SBATCH -t 24:00:00
#SBATCH --gpus-per-node=mi250:1
#SBATCH --exclusive=user
#SBATCH --hint=nomultithread
#SBATCH --account=project_462000241
#SBATCH -o logs/%j.out
#SBATCH -e logs/%j.err

source /pfs/lustrep2/scratch/project_462000241/muennighoff/lmevallatest/venv/bin/activate

cd /pfs/lustrep2/scratch/project_462000241/muennighoff/lmevallatest/lm-evaluation-harness

python main.py \
--model hf-causal \
--model_args pretrained=gpt3-finnish-xl \
--tasks bigbench_emotions,bigbench_sentence_ambiguity,bigbench_misconceptions,bigbench_similarities_abstraction,bigbench_cause_and_effect_one_sentence_no_prompt,bigbench_cause_and_effect_one_sentence,bigbench_cause_and_effect_two_sentences,bigbench_intent_recognition,bigbench_paraphrase,bigbench_hhh_alignment_helpful,bigbench_hhh_alignment_other,bigbench_hhh_alignment_honest,bigbench_hhh_alignment_harmless,bigbench_general_knowledge,bigbench_analogies,bigbench_arithmetic_3_digit_subtraction,bigbench_arithmetic_3_digit_addition,bigbench_arithmetic_2_digit_subtraction,bigbench_arithmetic_1_digit_multiplication,bigbench_arithmetic_1_digit_division,bigbench_arithmetic_5_digit_addition,bigbench_arithmetic_4_digit_division,bigbench_arithmetic_4_digit_subtraction,bigbench_arithmetic_1_digit_addition,bigbench_arithmetic_2_digit_multiplication,bigbench_arithmetic_1_digit_subtraction,bigbench_arithmetic_5_digit_division,bigbench_arithmetic_5_digit_multiplication,bigbench_arithmetic_3_digit_multiplication,bigbench_arithmetic_5_digit_subtraction,bigbench_arithmetic_4_digit_addition,bigbench_arithmetic_2_digit_addition,bigbench_arithmetic_4_digit_multiplication,bigbench_arithmetic_2_digit_division,bigbench_arithmetic_3_digit_division,bigbench_empirical_judgments \
--device cuda:0 \
--output_path results/gpt3_finnish_xl_bigbench_3shot.json \
--num_fewshot 3