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evaluation / eval_gpt2.sh

Muennighoff's picture

Add eval scripts

0c49c58 12 months ago

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1.96 kB

	#!/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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-finnish \
	--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/gpt2_finnish_bigbench_2shot.json --num_fewshot 2