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@mlabonne
Created February 23, 2024 10:01
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Gemmalpaca-2B 24.48 51.22 47.02 30.85 38.39

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.38 ± 2.77
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 22.12 ± 1.63
acc_norm 27.96 ± 1.76
agieval_lsat_ar 0 acc 20.43 ± 2.66
acc_norm 20.43 ± 2.66
agieval_lsat_lr 0 acc 22.16 ± 1.84
acc_norm 23.33 ± 1.87
agieval_lsat_rc 0 acc 16.36 ± 2.26
acc_norm 20.45 ± 2.46
agieval_sat_en 0 acc 30.10 ± 3.20
acc_norm 27.67 ± 3.12
agieval_sat_en_without_passage 0 acc 24.76 ± 3.01
acc_norm 27.67 ± 3.12
agieval_sat_math 0 acc 24.55 ± 2.91
acc_norm 22.73 ± 2.83

Average: 24.48%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 29.86 ± 1.34
acc_norm 31.83 ± 1.36
arc_easy 0 acc 58.38 ± 1.01
acc_norm 50.59 ± 1.03
boolq 1 acc 59.48 ± 0.86
hellaswag 0 acc 48.61 ± 0.50
acc_norm 63.78 ± 0.48
openbookqa 0 acc 23.60 ± 1.90
acc_norm 30.20 ± 2.06
piqa 0 acc 69.64 ± 1.07
acc_norm 68.50 ± 1.08
winogrande 0 acc 54.14 ± 1.40

Average: 51.22%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 28.89 ± 1.59
mc2 47.02 ± 1.52

Average: 47.02%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 47.37 ± 3.63
bigbench_date_understanding 0 multiple_choice_grade 39.57 ± 2.55
bigbench_disambiguation_qa 0 multiple_choice_grade 33.72 ± 2.95
bigbench_geometric_shapes 0 multiple_choice_grade 10.58 ± 1.63
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 23.80 ± 1.91
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 15.71 ± 1.38
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 35.67 ± 2.77
bigbench_movie_recommendation 0 multiple_choice_grade 25.80 ± 1.96
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 23.75 ± 0.95
bigbench_ruin_names 0 multiple_choice_grade 31.25 ± 2.19
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.05 ± 1.37
bigbench_snarks 0 multiple_choice_grade 47.51 ± 3.72
bigbench_sports_understanding 0 multiple_choice_grade 49.70 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 27.50 ± 1.41
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 18.72 ± 1.10
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 14.00 ± 0.83
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 35.67 ± 2.77

Average: 30.85%

Average score: 38.39%

Elapsed time: 04:14:30

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