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@mlabonne
Created February 28, 2024 15:40
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Model AGIEval GPT4All TruthfulQA Bigbench Average
OpenChat-3.5-7B-Solar 41.61 71.99 46.7 43.01 50.83

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.35 ± 2.83
acc_norm 28.35 ± 2.83
agieval_logiqa_en 0 acc 37.02 ± 1.89
acc_norm 39.02 ± 1.91
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 47.84 ± 2.21
acc_norm 43.92 ± 2.20
agieval_lsat_rc 0 acc 57.62 ± 3.02
acc_norm 56.51 ± 3.03
agieval_sat_en 0 acc 75.24 ± 3.01
acc_norm 73.30 ± 3.09
agieval_sat_en_without_passage 0 acc 39.81 ± 3.42
acc_norm 37.38 ± 3.38
agieval_sat_math 0 acc 37.27 ± 3.27
acc_norm 30.91 ± 3.12

Average: 41.61%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 56.23 ± 1.45
acc_norm 59.81 ± 1.43
arc_easy 0 acc 82.41 ± 0.78
acc_norm 81.36 ± 0.80
boolq 1 acc 86.79 ± 0.59
hellaswag 0 acc 63.17 ± 0.48
acc_norm 81.77 ± 0.39
openbookqa 0 acc 29.80 ± 2.05
acc_norm 40.40 ± 2.20
piqa 0 acc 81.66 ± 0.90
acc_norm 82.92 ± 0.88
winogrande 0 acc 70.88 ± 1.28

Average: 71.99%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 31.58 ± 1.63
mc2 46.70 ± 1.51

Average: 46.7%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.37 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 63.96 ± 2.50
bigbench_disambiguation_qa 0 multiple_choice_grade 60.47 ± 3.05
bigbench_geometric_shapes 0 multiple_choice_grade 30.08 ± 2.42
exact_str_match 26.74 ± 2.34
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 26.20 ± 1.97
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.86 ± 1.51
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 50.00 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 37.40 ± 2.17
bigbench_navigate 0 multiple_choice_grade 52.40 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 64.55 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 43.53 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 19.94 ± 1.27
bigbench_snarks 0 multiple_choice_grade 65.19 ± 3.55
bigbench_sports_understanding 0 multiple_choice_grade 61.46 ± 1.55
bigbench_temporal_sequences 0 multiple_choice_grade 30.90 ± 1.46
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 24.48 ± 1.22
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 16.46 ± 0.89
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 50.00 ± 2.89

Average: 43.01%

Average score: 50.83%

Elapsed time: 02:26:44

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