{ "results": { "bigbench_analogies": { "multiple_choice_grade": 0.3153846153846154, "multiple_choice_grade_stderr": 0.04091181286955817 }, "bigbench_arithmetic_1_digit_addition": { "multiple_choice_grade": 0.42, "multiple_choice_grade_stderr": 0.049604496374885836 }, "bigbench_arithmetic_1_digit_division": { "multiple_choice_grade": 0.6521739130434783, "multiple_choice_grade_stderr": 0.10154334054280735 }, "bigbench_arithmetic_1_digit_multiplication": { "multiple_choice_grade": 0.33, "multiple_choice_grade_stderr": 0.047258156262526045 }, "bigbench_arithmetic_1_digit_subtraction": { "multiple_choice_grade": 0.47, "multiple_choice_grade_stderr": 0.050161355804659205 }, "bigbench_arithmetic_2_digit_addition": { "multiple_choice_grade": 0.3, "multiple_choice_grade_stderr": 0.046056618647183814 }, "bigbench_arithmetic_2_digit_division": { "multiple_choice_grade": 0.28, "multiple_choice_grade_stderr": 0.04512608598542128 }, "bigbench_arithmetic_2_digit_multiplication": { "multiple_choice_grade": 0.16, "multiple_choice_grade_stderr": 0.0368452949177471 }, "bigbench_arithmetic_2_digit_subtraction": { "multiple_choice_grade": 0.29, "multiple_choice_grade_stderr": 0.04560480215720683 }, "bigbench_arithmetic_3_digit_addition": { "multiple_choice_grade": 0.17, "multiple_choice_grade_stderr": 0.03775251680686371 }, "bigbench_arithmetic_3_digit_division": { "multiple_choice_grade": 0.23, "multiple_choice_grade_stderr": 0.04229525846816506 }, "bigbench_arithmetic_3_digit_multiplication": { "multiple_choice_grade": 0.18, "multiple_choice_grade_stderr": 0.038612291966536934 }, "bigbench_arithmetic_3_digit_subtraction": { "multiple_choice_grade": 0.27, "multiple_choice_grade_stderr": 0.044619604333847394 }, "bigbench_arithmetic_4_digit_addition": { "multiple_choice_grade": 0.1, "multiple_choice_grade_stderr": 0.03015113445777634 }, "bigbench_arithmetic_4_digit_division": { "multiple_choice_grade": 0.15, "multiple_choice_grade_stderr": 0.03588702812826371 }, "bigbench_arithmetic_4_digit_multiplication": { "multiple_choice_grade": 0.22, "multiple_choice_grade_stderr": 0.041633319989322695 }, "bigbench_arithmetic_4_digit_subtraction": { "multiple_choice_grade": 0.29, "multiple_choice_grade_stderr": 0.045604802157206845 }, "bigbench_arithmetic_5_digit_addition": { "multiple_choice_grade": 0.16, "multiple_choice_grade_stderr": 0.03684529491774709 }, "bigbench_arithmetic_5_digit_division": { "multiple_choice_grade": 0.15, "multiple_choice_grade_stderr": 0.035887028128263686 }, "bigbench_arithmetic_5_digit_multiplication": { "multiple_choice_grade": 0.19, "multiple_choice_grade_stderr": 0.03942772444036623 }, "bigbench_arithmetic_5_digit_subtraction": { "multiple_choice_grade": 0.46, "multiple_choice_grade_stderr": 0.05009082659620332 }, "bigbench_cause_and_effect_one_sentence": { "multiple_choice_grade": 0.5490196078431373, "multiple_choice_grade_stderr": 0.07037003311735829 }, "bigbench_cause_and_effect_one_sentence_no_prompt": { "multiple_choice_grade": 0.8235294117647058, "multiple_choice_grade_stderr": 0.05391265523477458 }, "bigbench_cause_and_effect_two_sentences": { "multiple_choice_grade": 0.49019607843137253, "multiple_choice_grade_stderr": 0.07069708383262727 }, "bigbench_emotions": { "multiple_choice_grade": 0.2, "multiple_choice_grade_stderr": 0.031722063428725716 }, "bigbench_empirical_judgments": { "multiple_choice_grade": 0.2828282828282828, "multiple_choice_grade_stderr": 0.045494611170084985 }, "bigbench_general_knowledge": { "multiple_choice_grade": 0.3, "multiple_choice_grade_stderr": 0.05516772843673704 }, "bigbench_hhh_alignment_harmless": { "multiple_choice_grade": 0.43103448275862066, "multiple_choice_grade_stderr": 0.06559361295281742 }, "bigbench_hhh_alignment_helpful": { "multiple_choice_grade": 0.3050847457627119, "multiple_choice_grade_stderr": 0.060459168847106955 }, "bigbench_hhh_alignment_honest": { "multiple_choice_grade": 0.3728813559322034, "multiple_choice_grade_stderr": 0.0634959746661109 }, "bigbench_hhh_alignment_other": { "multiple_choice_grade": 0.5348837209302325, "multiple_choice_grade_stderr": 0.07696367820108108 }, "bigbench_intent_recognition": { "multiple_choice_grade": 0.20086705202312138, "multiple_choice_grade_stderr": 0.015241399531338837 }, "bigbench_misconceptions": { "multiple_choice_grade": 0.44029850746268656, "multiple_choice_grade_stderr": 0.0430453277257087 }, "bigbench_paraphrase": { "multiple_choice_grade": 0.49, "multiple_choice_grade_stderr": 0.035436970729343674 }, "bigbench_sentence_ambiguity": { "multiple_choice_grade": 0.5166666666666667, "multiple_choice_grade_stderr": 0.06505828185300304 }, "bigbench_similarities_abstraction": { "multiple_choice_grade": 0.5657894736842105, "multiple_choice_grade_stderr": 0.05723306097613564 } }, "versions": { "bigbench_analogies": 0, "bigbench_arithmetic_1_digit_addition": 0, "bigbench_arithmetic_1_digit_division": 0, "bigbench_arithmetic_1_digit_multiplication": 0, "bigbench_arithmetic_1_digit_subtraction": 0, "bigbench_arithmetic_2_digit_addition": 0, "bigbench_arithmetic_2_digit_division": 0, "bigbench_arithmetic_2_digit_multiplication": 0, "bigbench_arithmetic_2_digit_subtraction": 0, "bigbench_arithmetic_3_digit_addition": 0, "bigbench_arithmetic_3_digit_division": 0, "bigbench_arithmetic_3_digit_multiplication": 0, "bigbench_arithmetic_3_digit_subtraction": 0, "bigbench_arithmetic_4_digit_addition": 0, "bigbench_arithmetic_4_digit_division": 0, "bigbench_arithmetic_4_digit_multiplication": 0, "bigbench_arithmetic_4_digit_subtraction": 0, "bigbench_arithmetic_5_digit_addition": 0, "bigbench_arithmetic_5_digit_division": 0, "bigbench_arithmetic_5_digit_multiplication": 0, "bigbench_arithmetic_5_digit_subtraction": 0, "bigbench_cause_and_effect_one_sentence": 0, "bigbench_cause_and_effect_one_sentence_no_prompt": 0, "bigbench_cause_and_effect_two_sentences": 0, "bigbench_emotions": 0, "bigbench_empirical_judgments": 0, "bigbench_general_knowledge": 0, "bigbench_hhh_alignment_harmless": 0, "bigbench_hhh_alignment_helpful": 0, "bigbench_hhh_alignment_honest": 0, "bigbench_hhh_alignment_other": 0, "bigbench_intent_recognition": 0, "bigbench_misconceptions": 0, "bigbench_paraphrase": 0, "bigbench_sentence_ambiguity": 0, "bigbench_similarities_abstraction": 0 }, "config": { "model": "hf-causal", "model_args": "pretrained=gpt3-finnish-medium", "num_fewshot": 2, "batch_size": null, "device": "cuda:0", "no_cache": false, "limit": null, "bootstrap_iters": 100000, "description_dict": {} } }