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#!/bin/bash |
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source /pfs/lustrep2/scratch/project_462000241/muennighoff/lmevallatest/venv/bin/activate |
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cd /pfs/lustrep2/scratch/project_462000241/muennighoff/ |
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export HF_DATASETS_OFFLINE=1 |
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export HF_DATASETS_CACHE=/pfs/lustrep2/scratch/project_462000185/muennighoff/ds_cache |
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CONFIGS=( |
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bigbench_analogies |
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bigbench_arithmetic_1_digit_addition |
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bigbench_arithmetic_1_digit_division |
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bigbench_arithmetic_1_digit_multiplication |
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bigbench_arithmetic_1_digit_subtraction |
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bigbench_arithmetic_2_digit_addition |
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bigbench_arithmetic_2_digit_division |
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bigbench_arithmetic_2_digit_multiplication |
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bigbench_arithmetic_2_digit_subtraction |
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bigbench_arithmetic_3_digit_addition |
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bigbench_arithmetic_3_digit_division |
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bigbench_arithmetic_3_digit_multiplication |
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bigbench_arithmetic_3_digit_subtraction |
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bigbench_arithmetic_4_digit_addition |
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bigbench_arithmetic_4_digit_division |
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bigbench_arithmetic_4_digit_multiplication |
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bigbench_arithmetic_4_digit_subtraction |
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bigbench_arithmetic_5_digit_addition |
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bigbench_arithmetic_5_digit_division |
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bigbench_arithmetic_5_digit_multiplication |
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bigbench_arithmetic_5_digit_subtraction |
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bigbench_cause_and_effect_one_sentence |
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bigbench_cause_and_effect_one_sentence_no_prompt |
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bigbench_cause_and_effect_two_sentences |
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bigbench_emotions |
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bigbench_empirical_judgments |
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bigbench_general_knowledge |
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bigbench_hhh_alignment_harmless |
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bigbench_hhh_alignment_helpful |
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bigbench_hhh_alignment_honest |
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bigbench_hhh_alignment_other |
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bigbench_intent_recognition |
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bigbench_misconceptions |
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bigbench_paraphrase |
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bigbench_sentence_ambiguity |
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bigbench_similarities_abstraction |
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) |
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for ((i=0; i<${#CONFIGS[@]}; i++)); do |
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eval_script="./eval_$i.slurm" |
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OUTPUT_PATH=results/bloom_finnish_176B_${CONFIGS[$i]}.json |
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cat <<EOT > $eval_script |
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#!/bin/bash |
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#SBATCH --nodes=1 |
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#SBATCH --ntasks-per-node=1 |
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#SBATCH -p standard-g |
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#SBATCH -t 48:00:00 |
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#SBATCH --gpus-per-node=mi250:8 |
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#SBATCH --exclusive=user |
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#SBATCH --hint=nomultithread |
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#SBATCH --account=project_462000241 |
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#SBATCH -o logs/%j.out |
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#SBATCH -e logs/%j.err |
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source /pfs/lustrep2/scratch/project_462000241/muennighoff/lmevallatest/venv/bin/activate |
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cd /pfs/lustrep2/scratch/project_462000241/muennighoff/lmevallatest/lm-evaluation-harness |
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export HF_DATASETS_OFFLINE=1 |
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export HF_DATASETS_CACHE=/pfs/lustrep2/scratch/project_462000185/muennighoff/ds_cache |
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python main.py \ |
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--model hf-causal \ |
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--model_args pretrained=bloom \ |
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--tasks ${CONFIGS[$i]} \ |
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--device cuda:0 \ |
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--output_path $OUTPUT_PATH \ |
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--no_cache |
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echo "END TIME: $(date)" |
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EOT |
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sbatch $eval_script |
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sleep 0.1 |
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done |
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echo "END TIME: $(date)" |
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