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@mlabonne
Created January 17, 2024 02:47
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Model AGIEval GPT4All TruthfulQA Bigbench Average
DareBeagle-7B 45.47 76.63 69.48 48.05 59.91

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.95 ± 2.82
acc_norm 26.38 ± 2.77
agieval_logiqa_en 0 acc 40.09 ± 1.92
acc_norm 40.25 ± 1.92
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 24.78 ± 2.85
agieval_lsat_lr 0 acc 50.78 ± 2.22
acc_norm 52.55 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 65.06 ± 2.91
agieval_sat_en 0 acc 80.10 ± 2.79
acc_norm 81.55 ± 2.71
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 30.00 ± 3.10

Average: 45.47%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.21 ± 1.38
acc_norm 66.38 ± 1.38
arc_easy 0 acc 86.83 ± 0.69
acc_norm 82.45 ± 0.78
boolq 1 acc 88.47 ± 0.56
hellaswag 0 acc 68.99 ± 0.46
acc_norm 86.24 ± 0.34
openbookqa 0 acc 37.40 ± 2.17
acc_norm 48.60 ± 2.24
piqa 0 acc 83.84 ± 0.86
acc_norm 85.20 ± 0.83
winogrande 0 acc 79.08 ± 1.14

Average: 76.63%

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 65.58 ± 2.48
bigbench_disambiguation_qa 0 multiple_choice_grade 41.09 ± 3.07
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 36.00 ± 2.15
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.57 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 58.67 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 46.20 ± 2.23
bigbench_navigate 0 multiple_choice_grade 54.40 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.75 ± 1.01
bigbench_ruin_names 0 multiple_choice_grade 54.24 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 37.07 ± 1.53
bigbench_snarks 0 multiple_choice_grade 67.40 ± 3.49
bigbench_sports_understanding 0 multiple_choice_grade 74.34 ± 1.39
bigbench_temporal_sequences 0 multiple_choice_grade 53.80 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.80 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.03 ± 0.94
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 58.67 ± 2.85

Average: 48.05%

Average score: 59.91%

Elapsed time: 02:49:01

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