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@mlabonne
Created January 22, 2024 00:27
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Model AGIEval GPT4All TruthfulQA Bigbench Average
phixtral-3x2_8 33.58 72.1 49.59 37.67 48.23

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 20.47 ± 2.54
acc_norm 20.47 ± 2.54
agieval_logiqa_en 0 acc 29.34 ± 1.79
acc_norm 31.03 ± 1.81
agieval_lsat_ar 0 acc 19.57 ± 2.62
acc_norm 20.00 ± 2.64
agieval_lsat_lr 0 acc 33.33 ± 2.09
acc_norm 30.20 ± 2.03
agieval_lsat_rc 0 acc 43.12 ± 3.03
acc_norm 41.64 ± 3.01
agieval_sat_en 0 acc 63.11 ± 3.37
acc_norm 59.71 ± 3.43
agieval_sat_en_without_passage 0 acc 40.29 ± 3.43
acc_norm 37.38 ± 3.38
agieval_sat_math 0 acc 31.82 ± 3.15
acc_norm 28.18 ± 3.04

Average: 33.58%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 54.01 ± 1.46
acc_norm 55.55 ± 1.45
arc_easy 0 acc 81.65 ± 0.79
acc_norm 79.12 ± 0.83
boolq 1 acc 83.06 ± 0.66
hellaswag 0 acc 57.84 ± 0.49
acc_norm 76.30 ± 0.42
openbookqa 0 acc 40.80 ± 2.20
acc_norm 52.80 ± 2.23
piqa 0 acc 79.54 ± 0.94
acc_norm 80.74 ± 0.92
winogrande 0 acc 77.11 ± 1.18

Average: 72.1%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 35.01 ± 1.67
mc2 49.59 ± 1.55

Average: 49.59%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 55.26 ± 3.62
bigbench_date_understanding 0 multiple_choice_grade 56.37 ± 2.59
bigbench_disambiguation_qa 0 multiple_choice_grade 34.88 ± 2.97
bigbench_geometric_shapes 0 multiple_choice_grade 17.83 ± 2.02
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 26.20 ± 1.97
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 17.29 ± 1.43
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 48.00 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 39.80 ± 2.19
bigbench_navigate 0 multiple_choice_grade 48.90 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 61.35 ± 1.09
bigbench_ruin_names 0 multiple_choice_grade 32.14 ± 2.21
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.55 ± 1.38
bigbench_snarks 0 multiple_choice_grade 68.51 ± 3.46
bigbench_sports_understanding 0 multiple_choice_grade 53.04 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 13.80 ± 1.09
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 18.00 ± 1.09
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 13.14 ± 0.81
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 48.00 ± 2.89

Average: 37.67%

Average score: 48.23%

Elapsed time: 02:59:55

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