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@mlabonne
Created January 17, 2024 00:49
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Model AGIEval GPT4All TruthfulQA Bigbench Average
DareBeagel-2x7B 45.51 76.56 69.45 47.82 59.83

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.17 ± 2.80
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 39.32 ± 1.92
acc_norm 39.32 ± 1.92
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 51.18 ± 2.22
acc_norm 52.55 ± 2.21
agieval_lsat_rc 0 acc 65.80 ± 2.90
acc_norm 66.17 ± 2.89
agieval_sat_en 0 acc 81.07 ± 2.74
acc_norm 81.07 ± 2.74
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 35.91 ± 3.24
acc_norm 32.73 ± 3.17

Average: 45.51%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 67.58 ± 1.37
acc_norm 67.66 ± 1.37
arc_easy 0 acc 87.04 ± 0.69
acc_norm 82.79 ± 0.77
boolq 1 acc 87.92 ± 0.57
hellaswag 0 acc 69.50 ± 0.46
acc_norm 86.28 ± 0.34
openbookqa 0 acc 39.00 ± 2.18
acc_norm 47.60 ± 2.24
piqa 0 acc 83.51 ± 0.87
acc_norm 85.09 ± 0.83
winogrande 0 acc 78.61 ± 1.15

Average: 76.56%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 56.18 ± 1.74
mc2 69.45 ± 1.51

Average: 69.45%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.32 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 64.77 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 46.90 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 23.40 ± 2.24
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 35.60 ± 2.14
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.14 ± 1.62
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 57.67 ± 2.86
bigbench_movie_recommendation 0 multiple_choice_grade 48.40 ± 2.24
bigbench_navigate 0 multiple_choice_grade 57.40 ± 1.56
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.95 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 52.68 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 33.57 ± 1.50
bigbench_snarks 0 multiple_choice_grade 65.19 ± 3.55
bigbench_sports_understanding 0 multiple_choice_grade 73.63 ± 1.40
bigbench_temporal_sequences 0 multiple_choice_grade 49.70 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.40 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.31 ± 0.94
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 57.67 ± 2.86

Average: 47.82%

Average score: 59.83%

Elapsed time: 03:13:49

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