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@mlabonne
Created January 11, 2024 13:44
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Mistral-7B-Instruct-v0.1 33.36 67.87 55.89 39.48 49.15

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 19.69 ± 2.50
acc_norm 19.29 ± 2.48
agieval_logiqa_en 0 acc 31.18 ± 1.82
acc_norm 33.79 ± 1.86
agieval_lsat_ar 0 acc 21.74 ± 2.73
acc_norm 23.04 ± 2.78
agieval_lsat_lr 0 acc 36.86 ± 2.14
acc_norm 37.45 ± 2.15
agieval_lsat_rc 0 acc 48.33 ± 3.05
acc_norm 42.01 ± 3.01
agieval_sat_en 0 acc 55.83 ± 3.47
acc_norm 53.40 ± 3.48
agieval_sat_en_without_passage 0 acc 33.50 ± 3.30
acc_norm 31.55 ± 3.25
agieval_sat_math 0 acc 26.82 ± 2.99
acc_norm 26.36 ± 2.98

Average: 33.36%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 50.43 ± 1.46
acc_norm 52.56 ± 1.46
arc_easy 0 acc 79.92 ± 0.82
acc_norm 76.73 ± 0.87
boolq 1 acc 80.24 ± 0.70
hellaswag 0 acc 56.29 ± 0.50
acc_norm 74.66 ± 0.43
openbookqa 0 acc 31.80 ± 2.08
acc_norm 42.80 ± 2.21
piqa 0 acc 79.27 ± 0.95
acc_norm 79.05 ± 0.95
winogrande 0 acc 69.06 ± 1.30

Average: 67.87%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 39.41 ± 1.71
mc2 55.89 ± 1.53

Average: 55.89%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 53.16 ± 3.63
bigbench_date_understanding 0 multiple_choice_grade 66.40 ± 2.46
bigbench_disambiguation_qa 0 multiple_choice_grade 34.11 ± 2.96
bigbench_geometric_shapes 0 multiple_choice_grade 10.31 ± 1.61
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 27.60 ± 2.00
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 21.29 ± 1.55
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 46.67 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 34.20 ± 2.12
bigbench_navigate 0 multiple_choice_grade 53.50 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 65.60 ± 1.06
bigbench_ruin_names 0 multiple_choice_grade 32.37 ± 2.21
bigbench_salient_translation_error_detection 0 multiple_choice_grade 23.65 ± 1.35
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 61.87 ± 1.55
bigbench_temporal_sequences 0 multiple_choice_grade 23.30 ± 1.34
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.48 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 15.20 ± 0.86
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 46.67 ± 2.89

Average: 39.48%

Average score: 49.15%

Elapsed time: 02:04:49

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