evaluation / gpt3_finnish_small_bigbench.json
Muennighoff's picture
Upload 2 files
dcdf9ec
{
"results": {
"bigbench_analogies": {
"multiple_choice_grade": 0.3923076923076923,
"multiple_choice_grade_stderr": 0.04298930521985775
},
"bigbench_arithmetic_1_digit_addition": {
"multiple_choice_grade": 0.27,
"multiple_choice_grade_stderr": 0.044619604333847394
},
"bigbench_arithmetic_1_digit_division": {
"multiple_choice_grade": 0.782608695652174,
"multiple_choice_grade_stderr": 0.08793911249520547
},
"bigbench_arithmetic_1_digit_multiplication": {
"multiple_choice_grade": 0.22,
"multiple_choice_grade_stderr": 0.04163331998932269
},
"bigbench_arithmetic_1_digit_subtraction": {
"multiple_choice_grade": 0.26,
"multiple_choice_grade_stderr": 0.04408440022768081
},
"bigbench_arithmetic_2_digit_addition": {
"multiple_choice_grade": 0.07,
"multiple_choice_grade_stderr": 0.02564323999762429
},
"bigbench_arithmetic_2_digit_division": {
"multiple_choice_grade": 0.6,
"multiple_choice_grade_stderr": 0.04923659639173309
},
"bigbench_arithmetic_2_digit_multiplication": {
"multiple_choice_grade": 0.23,
"multiple_choice_grade_stderr": 0.04229525846816506
},
"bigbench_arithmetic_2_digit_subtraction": {
"multiple_choice_grade": 0.27,
"multiple_choice_grade_stderr": 0.044619604333847394
},
"bigbench_arithmetic_3_digit_addition": {
"multiple_choice_grade": 0.39,
"multiple_choice_grade_stderr": 0.04902071300001975
},
"bigbench_arithmetic_3_digit_division": {
"multiple_choice_grade": 0.24,
"multiple_choice_grade_stderr": 0.04292346959909283
},
"bigbench_arithmetic_3_digit_multiplication": {
"multiple_choice_grade": 0.22,
"multiple_choice_grade_stderr": 0.041633319989322674
},
"bigbench_arithmetic_3_digit_subtraction": {
"multiple_choice_grade": 0.22,
"multiple_choice_grade_stderr": 0.04163331998932269
},
"bigbench_arithmetic_4_digit_addition": {
"multiple_choice_grade": 0.25,
"multiple_choice_grade_stderr": 0.04351941398892446
},
"bigbench_arithmetic_4_digit_division": {
"multiple_choice_grade": 0.29,
"multiple_choice_grade_stderr": 0.04560480215720684
},
"bigbench_arithmetic_4_digit_multiplication": {
"multiple_choice_grade": 0.06,
"multiple_choice_grade_stderr": 0.023868325657594208
},
"bigbench_arithmetic_4_digit_subtraction": {
"multiple_choice_grade": 0.13,
"multiple_choice_grade_stderr": 0.033799766898963086
},
"bigbench_arithmetic_5_digit_addition": {
"multiple_choice_grade": 0.24,
"multiple_choice_grade_stderr": 0.04292346959909283
},
"bigbench_arithmetic_5_digit_division": {
"multiple_choice_grade": 0.17,
"multiple_choice_grade_stderr": 0.03775251680686371
},
"bigbench_arithmetic_5_digit_multiplication": {
"multiple_choice_grade": 0.01,
"multiple_choice_grade_stderr": 0.009999999999999998
},
"bigbench_arithmetic_5_digit_subtraction": {
"multiple_choice_grade": 0.11,
"multiple_choice_grade_stderr": 0.03144660377352203
},
"bigbench_cause_and_effect_one_sentence": {
"multiple_choice_grade": 0.5686274509803921,
"multiple_choice_grade_stderr": 0.07004145529212454
},
"bigbench_cause_and_effect_one_sentence_no_prompt": {
"multiple_choice_grade": 0.6666666666666666,
"multiple_choice_grade_stderr": 0.06666666666666665
},
"bigbench_cause_and_effect_two_sentences": {
"multiple_choice_grade": 0.5294117647058824,
"multiple_choice_grade_stderr": 0.07058823529411762
},
"bigbench_emotions": {
"multiple_choice_grade": 0.1375,
"multiple_choice_grade_stderr": 0.027310669005160514
},
"bigbench_empirical_judgments": {
"multiple_choice_grade": 0.2828282828282828,
"multiple_choice_grade_stderr": 0.04549461117008497
},
"bigbench_general_knowledge": {
"multiple_choice_grade": 0.2857142857142857,
"multiple_choice_grade_stderr": 0.05438478483049146
},
"bigbench_hhh_alignment_harmless": {
"multiple_choice_grade": 0.39655172413793105,
"multiple_choice_grade_stderr": 0.06479366091762498
},
"bigbench_hhh_alignment_helpful": {
"multiple_choice_grade": 0.288135593220339,
"multiple_choice_grade_stderr": 0.059467967781548406
},
"bigbench_hhh_alignment_honest": {
"multiple_choice_grade": 0.3728813559322034,
"multiple_choice_grade_stderr": 0.0634959746661109
},
"bigbench_hhh_alignment_other": {
"multiple_choice_grade": 0.5581395348837209,
"multiple_choice_grade_stderr": 0.07662832288817804
},
"bigbench_intent_recognition": {
"multiple_choice_grade": 0.20664739884393063,
"multiple_choice_grade_stderr": 0.015403133263066289
},
"bigbench_misconceptions": {
"multiple_choice_grade": 0.5223880597014925,
"multiple_choice_grade_stderr": 0.043312014931941006
},
"bigbench_paraphrase": {
"multiple_choice_grade": 0.6,
"multiple_choice_grade_stderr": 0.0347279448103939
},
"bigbench_sentence_ambiguity": {
"multiple_choice_grade": 0.5333333333333333,
"multiple_choice_grade_stderr": 0.06494964005966064
},
"bigbench_similarities_abstraction": {
"multiple_choice_grade": 0.40789473684210525,
"multiple_choice_grade_stderr": 0.05674699645486269
}
},
"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=TurkuNLP/gpt3-finnish-small",
"num_fewshot": 0,
"batch_size": null,
"device": "cuda:0",
"no_cache": false,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}