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@mlabonne
Created March 1, 2024 17:34
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Model AGIEval GPT4All TruthfulQA Bigbench Average
phi-2-super 31.95 70.81 48.39 37.49 47.16

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 20.47 ± 2.54
acc_norm 22.05 ± 2.61
agieval_logiqa_en 0 acc 26.57 ± 1.73
acc_norm 31.49 ± 1.82
agieval_lsat_ar 0 acc 19.13 ± 2.60
acc_norm 22.61 ± 2.76
agieval_lsat_lr 0 acc 30.20 ± 2.03
acc_norm 28.43 ± 2.00
agieval_lsat_rc 0 acc 42.75 ± 3.02
acc_norm 36.43 ± 2.94
agieval_sat_en 0 acc 54.85 ± 3.48
acc_norm 50.00 ± 3.49
agieval_sat_en_without_passage 0 acc 39.81 ± 3.42
acc_norm 36.41 ± 3.36
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 28.18 ± 3.04

Average: 31.95%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 50.94 ± 1.46
acc_norm 52.99 ± 1.46
arc_easy 0 acc 79.88 ± 0.82
acc_norm 78.28 ± 0.85
boolq 1 acc 82.78 ± 0.66
hellaswag 0 acc 57.45 ± 0.49
acc_norm 75.02 ± 0.43
openbookqa 0 acc 40.40 ± 2.20
acc_norm 50.80 ± 2.24
piqa 0 acc 78.67 ± 0.96
acc_norm 79.38 ± 0.94
winogrande 0 acc 76.40 ± 1.19

Average: 70.81%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 33.05 ± 1.65
mc2 48.39 ± 1.56

Average: 48.39%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 55.79 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 59.89 ± 2.55
bigbench_disambiguation_qa 0 multiple_choice_grade 41.47 ± 3.07
bigbench_geometric_shapes 0 multiple_choice_grade 23.96 ± 2.26
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 24.20 ± 1.92
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 17.00 ± 1.42
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 43.33 ± 2.87
bigbench_movie_recommendation 0 multiple_choice_grade 42.00 ± 2.21
bigbench_navigate 0 multiple_choice_grade 46.40 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 52.75 ± 1.12
bigbench_ruin_names 0 multiple_choice_grade 31.92 ± 2.20
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.95 ± 1.39
bigbench_snarks 0 multiple_choice_grade 70.17 ± 3.41
bigbench_sports_understanding 0 multiple_choice_grade 50.10 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 13.80 ± 1.09
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 19.68 ± 1.12
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 13.03 ± 0.80
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 43.33 ± 2.87

Average: 37.49%

Average score: 47.16%

Elapsed time: 01:18:57

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