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@mlabonne
Created January 19, 2024 17:49
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Model AGIEval GPT4All TruthfulQA Bigbench Average
DareBeagle-7B-v2 45.6 76.58 69.48 48.07 59.93

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.56 ± 2.81
acc_norm 25.98 ± 2.76
agieval_logiqa_en 0 acc 39.94 ± 1.92
acc_norm 40.55 ± 1.93
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 25.65 ± 2.89
agieval_lsat_lr 0 acc 51.57 ± 2.22
acc_norm 52.16 ± 2.21
agieval_lsat_rc 0 acc 66.91 ± 2.87
acc_norm 66.17 ± 2.89
agieval_sat_en 0 acc 80.58 ± 2.76
acc_norm 81.55 ± 2.71
agieval_sat_en_without_passage 0 acc 44.66 ± 3.47
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 29.55 ± 3.08

Average: 45.6%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.13 ± 1.38
acc_norm 66.21 ± 1.38
arc_easy 0 acc 86.78 ± 0.69
acc_norm 82.49 ± 0.78
boolq 1 acc 88.41 ± 0.56
hellaswag 0 acc 69.00 ± 0.46
acc_norm 86.18 ± 0.34
openbookqa 0 acc 37.40 ± 2.17
acc_norm 48.40 ± 2.24
piqa 0 acc 83.73 ± 0.86
acc_norm 85.04 ± 0.83
winogrande 0 acc 79.32 ± 1.14

Average: 76.58%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 56.06 ± 1.74
mc2 69.48 ± 1.50

Average: 69.48%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.37 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 65.31 ± 2.48
bigbench_disambiguation_qa 0 multiple_choice_grade 41.86 ± 3.08
bigbench_geometric_shapes 0 multiple_choice_grade 22.84 ± 2.22
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 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 46.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 54.60 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.90 ± 1.01
bigbench_ruin_names 0 multiple_choice_grade 54.24 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 36.17 ± 1.52
bigbench_snarks 0 multiple_choice_grade 66.85 ± 3.51
bigbench_sports_understanding 0 multiple_choice_grade 74.44 ± 1.39
bigbench_temporal_sequences 0 multiple_choice_grade 53.70 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.04 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.86 ± 0.94
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 48.07%

Average score: 59.93%

Elapsed time: 03:14:32

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