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@mlabonne
Last active February 21, 2024 17:12
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Model AGIEval GPT4All TruthfulQA Bigbench Average
gemma-2b-it 23.76 43.6 47.64 29.41 36.1

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 23.62 ± 2.67
acc_norm 23.62 ± 2.67
agieval_logiqa_en 0 acc 23.66 ± 1.67
acc_norm 24.88 ± 1.70
agieval_lsat_ar 0 acc 18.26 ± 2.55
acc_norm 19.13 ± 2.60
agieval_lsat_lr 0 acc 22.35 ± 1.85
acc_norm 23.33 ± 1.87
agieval_lsat_rc 0 acc 20.82 ± 2.48
acc_norm 20.45 ± 2.46
agieval_sat_en 0 acc 32.52 ± 3.27
acc_norm 32.52 ± 3.27
agieval_sat_en_without_passage 0 acc 24.76 ± 3.01
acc_norm 24.76 ± 3.01
agieval_sat_math 0 acc 25.00 ± 2.93
acc_norm 21.36 ± 2.77

Average: 23.76%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 21.59 ± 1.20
acc_norm 24.06 ± 1.25
arc_easy 0 acc 37.37 ± 0.99
acc_norm 36.91 ± 0.99
boolq 1 acc 65.66 ± 0.83
hellaswag 0 acc 34.56 ± 0.47
acc_norm 40.35 ± 0.49
openbookqa 0 acc 15.40 ± 1.62
acc_norm 27.00 ± 1.99
piqa 0 acc 60.23 ± 1.14
acc_norm 60.39 ± 1.14
winogrande 0 acc 50.83 ± 1.41

Average: 43.6%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 30.35 ± 1.61
mc2 47.64 ± 1.61

Average: 47.64%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 50.00 ± 3.64
bigbench_date_understanding 0 multiple_choice_grade 22.76 ± 2.19
bigbench_disambiguation_qa 0 multiple_choice_grade 36.05 ± 3.00
bigbench_geometric_shapes 0 multiple_choice_grade 7.24 ± 1.37
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 24.80 ± 1.93
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.43 ± 1.50
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 34.67 ± 2.75
bigbench_movie_recommendation 0 multiple_choice_grade 26.20 ± 1.97
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 26.90 ± 0.99
bigbench_ruin_names 0 multiple_choice_grade 23.44 ± 2.00
bigbench_salient_translation_error_detection 0 multiple_choice_grade 16.93 ± 1.19
bigbench_snarks 0 multiple_choice_grade 54.70 ± 3.71
bigbench_sports_understanding 0 multiple_choice_grade 49.59 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 26.80 ± 1.40
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 14.80 ± 1.00
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 10.40 ± 0.73
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 34.67 ± 2.75

Average: 29.41%

Average score: 36.1%

Elapsed time: 01:45:32

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