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@mlabonne
Created March 26, 2024 03:48
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Model AGIEval GPT4All TruthfulQA Bigbench Average
OrcaGemma-2B-v2 24.22 42.24 44.51 28.9 34.97

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 24.02 ± 2.69
acc_norm 24.02 ± 2.69
agieval_logiqa_en 0 acc 19.66 ± 1.56
acc_norm 27.04 ± 1.74
agieval_lsat_ar 0 acc 20.00 ± 2.64
acc_norm 20.43 ± 2.66
agieval_lsat_lr 0 acc 20.00 ± 1.77
acc_norm 21.57 ± 1.82
agieval_lsat_rc 0 acc 26.77 ± 2.70
acc_norm 28.62 ± 2.76
agieval_sat_en 0 acc 33.50 ± 3.30
acc_norm 27.18 ± 3.11
agieval_sat_en_without_passage 0 acc 20.87 ± 2.84
acc_norm 19.42 ± 2.76
agieval_sat_math 0 acc 27.27 ± 3.01
acc_norm 25.45 ± 2.94

Average: 24.22%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 18.52 ± 1.14
acc_norm 23.21 ± 1.23
arc_easy 0 acc 37.16 ± 0.99
acc_norm 34.43 ± 0.97
boolq 1 acc 65.75 ± 0.83
hellaswag 0 acc 31.77 ± 0.46
acc_norm 36.67 ± 0.48
openbookqa 0 acc 15.20 ± 1.61
acc_norm 26.40 ± 1.97
piqa 0 acc 58.22 ± 1.15
acc_norm 57.13 ± 1.15
winogrande 0 acc 52.09 ± 1.40

Average: 42.24%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 26.68 ± 1.55
mc2 44.51 ± 1.54

Average: 44.51%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 50.00 ± 3.64
bigbench_date_understanding 0 multiple_choice_grade 25.20 ± 2.26
bigbench_disambiguation_qa 0 multiple_choice_grade 25.97 ± 2.74
bigbench_geometric_shapes 0 multiple_choice_grade 6.96 ± 1.35
exact_str_match 0.28 ± 0.28
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 23.60 ± 1.90
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 18.43 ± 1.47
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 40.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 21.80 ± 1.85
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 22.80 ± 0.94
bigbench_ruin_names 0 multiple_choice_grade 21.65 ± 1.95
bigbench_salient_translation_error_detection 0 multiple_choice_grade 20.24 ± 1.27
bigbench_snarks 0 multiple_choice_grade 53.59 ± 3.72
bigbench_sports_understanding 0 multiple_choice_grade 48.17 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 23.80 ± 1.35
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 17.28 ± 1.07
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 10.74 ± 0.74
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 40.00 ± 2.83

Average: 28.9%

Average score: 34.97%

Elapsed time: 03:18:28

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