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@mlabonne
Created January 10, 2024 18:50
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Model AGIEval GPT4All TruthfulQA Bigbench Average
phi-2-orange 33.37 71.33 49.87 37.3 47.97

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 21.65 ± 2.59
acc_norm 21.26 ± 2.57
agieval_logiqa_en 0 acc 28.73 ± 1.77
acc_norm 30.41 ± 1.80
agieval_lsat_ar 0 acc 20.00 ± 2.64
acc_norm 20.00 ± 2.64
agieval_lsat_lr 0 acc 31.37 ± 2.06
acc_norm 28.63 ± 2.00
agieval_lsat_rc 0 acc 42.01 ± 3.01
acc_norm 39.03 ± 2.98
agieval_sat_en 0 acc 62.62 ± 3.38
acc_norm 58.74 ± 3.44
agieval_sat_en_without_passage 0 acc 37.38 ± 3.38
acc_norm 39.32 ± 3.41
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 29.55 ± 3.08

Average: 33.37%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 54.10 ± 1.46
acc_norm 55.20 ± 1.45
arc_easy 0 acc 81.57 ± 0.80
acc_norm 78.70 ± 0.84
boolq 1 acc 81.31 ± 0.68
hellaswag 0 acc 57.45 ± 0.49
acc_norm 75.58 ± 0.43
openbookqa 0 acc 41.20 ± 2.20
acc_norm 51.80 ± 2.24
piqa 0 acc 79.60 ± 0.94
acc_norm 80.03 ± 0.93
winogrande 0 acc 76.64 ± 1.19

Average: 71.33%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 34.88 ± 1.67
mc2 49.87 ± 1.55

Average: 49.87%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 54.74 ± 3.62
bigbench_date_understanding 0 multiple_choice_grade 55.56 ± 2.59
bigbench_disambiguation_qa 0 multiple_choice_grade 40.31 ± 3.06
bigbench_geometric_shapes 0 multiple_choice_grade 13.65 ± 1.81
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 26.00 ± 1.96
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 17.00 ± 1.42
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 49.00 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 42.00 ± 2.21
bigbench_navigate 0 multiple_choice_grade 48.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 57.95 ± 1.10
bigbench_ruin_names 0 multiple_choice_grade 31.47 ± 2.20
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.75 ± 1.38
bigbench_snarks 0 multiple_choice_grade 69.61 ± 3.43
bigbench_sports_understanding 0 multiple_choice_grade 51.01 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 8.20 ± 0.87
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 18.64 ± 1.10
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 13.54 ± 0.82
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 49.00 ± 2.89

Average: 37.3%

Average score: 47.97% Elapsed time: 02:45:04

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