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@mlabonne
Created January 11, 2024 02:13
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Model AGIEval GPT4All TruthfulQA Bigbench Average
phixtral-4x2_8odd 34.46 72.34 49.56 37.3 48.42

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 21.26 ± 2.57
acc_norm 20.87 ± 2.55
agieval_logiqa_en 0 acc 29.34 ± 1.79
acc_norm 31.80 ± 1.83
agieval_lsat_ar 0 acc 19.13 ± 2.60
acc_norm 21.30 ± 2.71
agieval_lsat_lr 0 acc 33.73 ± 2.10
acc_norm 31.37 ± 2.06
agieval_lsat_rc 0 acc 42.75 ± 3.02
acc_norm 42.75 ± 3.02
agieval_sat_en 0 acc 62.14 ± 3.39
acc_norm 59.71 ± 3.43
agieval_sat_en_without_passage 0 acc 41.26 ± 3.44
acc_norm 38.35 ± 3.40
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 29.55 ± 3.08

Average: 34.46%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 53.92 ± 1.46
acc_norm 55.80 ± 1.45
arc_easy 0 acc 81.52 ± 0.80
acc_norm 79.71 ± 0.83
boolq 1 acc 83.15 ± 0.65
hellaswag 0 acc 57.99 ± 0.49
acc_norm 76.35 ± 0.42
openbookqa 0 acc 40.80 ± 2.20
acc_norm 52.60 ± 2.24
piqa 0 acc 79.82 ± 0.94
acc_norm 80.74 ± 0.92
winogrande 0 acc 78.06 ± 1.16

Average: 72.34%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 34.64 ± 1.67
mc2 49.56 ± 1.54

Average: 49.56%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 54.21 ± 3.62
bigbench_date_understanding 0 multiple_choice_grade 57.72 ± 2.58
bigbench_disambiguation_qa 0 multiple_choice_grade 34.88 ± 2.97
bigbench_geometric_shapes 0 multiple_choice_grade 16.99 ± 1.98
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 25.60 ± 1.95
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 15.86 ± 1.38
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 46.00 ± 2.88
bigbench_movie_recommendation 0 multiple_choice_grade 37.40 ± 2.17
bigbench_navigate 0 multiple_choice_grade 48.20 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 62.15 ± 1.08
bigbench_ruin_names 0 multiple_choice_grade 34.38 ± 2.25
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.35 ± 1.38
bigbench_snarks 0 multiple_choice_grade 66.30 ± 3.52
bigbench_sports_understanding 0 multiple_choice_grade 53.14 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 15.90 ± 1.16
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 18.00 ± 1.09
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 13.31 ± 0.81
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 46.00 ± 2.88

Average: 37.3%

Average score: 48.42% Elapsed time: 02:20:41

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