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@mlabonne
Created February 13, 2024 10:35
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Model AGIEval GPT4All TruthfulQA Bigbench Average
OmniTruthyBeagle-7B 45.65 77.22 75.77 50.21 62.21

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.35 ± 2.83
acc_norm 26.38 ± 2.77
agieval_logiqa_en 0 acc 38.86 ± 1.91
acc_norm 38.86 ± 1.91
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 54.12 ± 2.21
acc_norm 54.71 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 65.80 ± 2.90
agieval_sat_en 0 acc 79.13 ± 2.84
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 45.63 ± 3.48
acc_norm 44.17 ± 3.47
agieval_sat_math 0 acc 35.00 ± 3.22
acc_norm 32.27 ± 3.16

Average: 45.65%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.55 ± 1.38
acc_norm 68.26 ± 1.36
arc_easy 0 acc 87.12 ± 0.69
acc_norm 82.66 ± 0.78
boolq 1 acc 87.74 ± 0.57
hellaswag 0 acc 69.01 ± 0.46
acc_norm 87.04 ± 0.34
openbookqa 0 acc 38.80 ± 2.18
acc_norm 49.00 ± 2.24
piqa 0 acc 82.97 ± 0.88
acc_norm 85.36 ± 0.82
winogrande 0 acc 80.51 ± 1.11

Average: 77.22%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 61.20 ± 1.71
mc2 75.77 ± 1.41

Average: 75.77%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.89 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 63.41 ± 2.51
bigbench_disambiguation_qa 0 multiple_choice_grade 52.33 ± 3.12
bigbench_geometric_shapes 0 multiple_choice_grade 23.96 ± 2.26
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.80 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 25.29 ± 1.64
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 54.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 56.50 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.50 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 55.58 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.88 ± 1.56
bigbench_snarks 0 multiple_choice_grade 74.59 ± 3.25
bigbench_sports_understanding 0 multiple_choice_grade 75.86 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 55.70 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.12 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.94 ± 0.96
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 50.21%

Average score: 62.21%

Elapsed time: 02:51:13

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