evaluation / gpt3_finnish_small_bigbench_2shot.json
Muennighoff's picture
Add
40c3147
{
"results": {
"bigbench_analogies": {
"multiple_choice_grade": 0.34615384615384615,
"multiple_choice_grade_stderr": 0.04188683174943867
},
"bigbench_arithmetic_1_digit_addition": {
"multiple_choice_grade": 0.49,
"multiple_choice_grade_stderr": 0.05024183937956911
},
"bigbench_arithmetic_1_digit_division": {
"multiple_choice_grade": 0.6086956521739131,
"multiple_choice_grade_stderr": 0.10405096111532161
},
"bigbench_arithmetic_1_digit_multiplication": {
"multiple_choice_grade": 0.23,
"multiple_choice_grade_stderr": 0.04229525846816506
},
"bigbench_arithmetic_1_digit_subtraction": {
"multiple_choice_grade": 0.44,
"multiple_choice_grade_stderr": 0.04988876515698589
},
"bigbench_arithmetic_2_digit_addition": {
"multiple_choice_grade": 0.4,
"multiple_choice_grade_stderr": 0.049236596391733084
},
"bigbench_arithmetic_2_digit_division": {
"multiple_choice_grade": 0.32,
"multiple_choice_grade_stderr": 0.04688261722621504
},
"bigbench_arithmetic_2_digit_multiplication": {
"multiple_choice_grade": 0.13,
"multiple_choice_grade_stderr": 0.03379976689896309
},
"bigbench_arithmetic_2_digit_subtraction": {
"multiple_choice_grade": 0.25,
"multiple_choice_grade_stderr": 0.04351941398892446
},
"bigbench_arithmetic_3_digit_addition": {
"multiple_choice_grade": 0.36,
"multiple_choice_grade_stderr": 0.048241815132442176
},
"bigbench_arithmetic_3_digit_division": {
"multiple_choice_grade": 0.2,
"multiple_choice_grade_stderr": 0.04020151261036846
},
"bigbench_arithmetic_3_digit_multiplication": {
"multiple_choice_grade": 0.28,
"multiple_choice_grade_stderr": 0.045126085985421276
},
"bigbench_arithmetic_3_digit_subtraction": {
"multiple_choice_grade": 0.3,
"multiple_choice_grade_stderr": 0.046056618647183814
},
"bigbench_arithmetic_4_digit_addition": {
"multiple_choice_grade": 0.23,
"multiple_choice_grade_stderr": 0.04229525846816506
},
"bigbench_arithmetic_4_digit_division": {
"multiple_choice_grade": 0.19,
"multiple_choice_grade_stderr": 0.03942772444036624
},
"bigbench_arithmetic_4_digit_multiplication": {
"multiple_choice_grade": 0.19,
"multiple_choice_grade_stderr": 0.039427724440366234
},
"bigbench_arithmetic_4_digit_subtraction": {
"multiple_choice_grade": 0.38,
"multiple_choice_grade_stderr": 0.04878317312145632
},
"bigbench_arithmetic_5_digit_addition": {
"multiple_choice_grade": 0.36,
"multiple_choice_grade_stderr": 0.048241815132442176
},
"bigbench_arithmetic_5_digit_division": {
"multiple_choice_grade": 0.08,
"multiple_choice_grade_stderr": 0.027265992434429086
},
"bigbench_arithmetic_5_digit_multiplication": {
"multiple_choice_grade": 0.21,
"multiple_choice_grade_stderr": 0.04093601807403325
},
"bigbench_arithmetic_5_digit_subtraction": {
"multiple_choice_grade": 0.41,
"multiple_choice_grade_stderr": 0.049431107042371025
},
"bigbench_cause_and_effect_one_sentence": {
"multiple_choice_grade": 0.6470588235294118,
"multiple_choice_grade_stderr": 0.06758308995927091
},
"bigbench_cause_and_effect_one_sentence_no_prompt": {
"multiple_choice_grade": 0.6862745098039216,
"multiple_choice_grade_stderr": 0.0656203942379667
},
"bigbench_cause_and_effect_two_sentences": {
"multiple_choice_grade": 0.47058823529411764,
"multiple_choice_grade_stderr": 0.07058823529411762
},
"bigbench_emotions": {
"multiple_choice_grade": 0.15,
"multiple_choice_grade_stderr": 0.02831760569774277
},
"bigbench_empirical_judgments": {
"multiple_choice_grade": 0.24242424242424243,
"multiple_choice_grade_stderr": 0.043290043290043274
},
"bigbench_general_knowledge": {
"multiple_choice_grade": 0.2,
"multiple_choice_grade_stderr": 0.04815434123430765
},
"bigbench_hhh_alignment_harmless": {
"multiple_choice_grade": 0.41379310344827586,
"multiple_choice_grade_stderr": 0.06523484847771846
},
"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": 0.18063583815028902,
"multiple_choice_grade_stderr": 0.01463529287638173
},
"bigbench_misconceptions": {
"multiple_choice_grade": 0.44776119402985076,
"multiple_choice_grade_stderr": 0.043118224183899725
},
"bigbench_paraphrase": {
"multiple_choice_grade": 0.505,
"multiple_choice_grade_stderr": 0.035442288003096976
},
"bigbench_sentence_ambiguity": {
"multiple_choice_grade": 0.5166666666666667,
"multiple_choice_grade_stderr": 0.06505828185300304
},
"bigbench_similarities_abstraction": {
"multiple_choice_grade": 0.4342105263157895,
"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-small",
"num_fewshot": 2,
"batch_size": null,
"device": "cuda:0",
"no_cache": false,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}