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@mlabonne
Created March 5, 2024 13:23
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Model AGIEval GPT4All TruthfulQA Bigbench Average
dolphin-phi-2-kensho 34.05 69.25 50.2 38.11 47.9

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 19.29 ± 2.48
acc_norm 21.26 ± 2.57
agieval_logiqa_en 0 acc 30.11 ± 1.80
acc_norm 31.34 ± 1.82
agieval_lsat_ar 0 acc 23.91 ± 2.82
acc_norm 22.17 ± 2.75
agieval_lsat_lr 0 acc 33.92 ± 2.10
acc_norm 33.14 ± 2.09
agieval_lsat_rc 0 acc 44.61 ± 3.04
acc_norm 40.15 ± 2.99
agieval_sat_en 0 acc 63.59 ± 3.36
acc_norm 58.74 ± 3.44
agieval_sat_en_without_passage 0 acc 38.35 ± 3.40
acc_norm 38.35 ± 3.40
agieval_sat_math 0 acc 30.45 ± 3.11
acc_norm 27.27 ± 3.01

Average: 34.05%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 50.60 ± 1.46
acc_norm 51.28 ± 1.46
arc_easy 0 acc 79.12 ± 0.83
acc_norm 74.71 ± 0.89
boolq 1 acc 80.61 ± 0.69
hellaswag 0 acc 56.39 ± 0.49
acc_norm 73.24 ± 0.44
openbookqa 0 acc 37.80 ± 2.17
acc_norm 49.00 ± 2.24
piqa 0 acc 79.54 ± 0.94
acc_norm 79.38 ± 0.94
winogrande 0 acc 76.56 ± 1.19

Average: 69.25%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 33.9 ± 1.66
mc2 50.2 ± 1.58

Average: 50.2%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.00 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 59.62 ± 2.56
bigbench_disambiguation_qa 0 multiple_choice_grade 37.21 ± 3.02
bigbench_geometric_shapes 0 multiple_choice_grade 19.22 ± 2.08
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 23.60 ± 1.90
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 18.57 ± 1.47
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 41.33 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 41.60 ± 2.21
bigbench_navigate 0 multiple_choice_grade 51.20 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 60.35 ± 1.09
bigbench_ruin_names 0 multiple_choice_grade 34.38 ± 2.25
bigbench_salient_translation_error_detection 0 multiple_choice_grade 24.95 ± 1.37
bigbench_snarks 0 multiple_choice_grade 64.09 ± 3.58
bigbench_sports_understanding 0 multiple_choice_grade 50.30 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 24.50 ± 1.36
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 19.44 ± 1.12
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 14.34 ± 0.84
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 41.33 ± 2.85

Average: 38.11%

Average score: 47.9%

Elapsed time: 02:25:50

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