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@mlabonne
Created January 24, 2024 02:26
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Mistral-7B-OpenOrca 39.24 72.39 52.27 41.65 51.39

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 24.80 ± 2.72
acc_norm 26.38 ± 2.77
agieval_logiqa_en 0 acc 33.79 ± 1.86
acc_norm 33.18 ± 1.85
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 25.22 ± 2.87
agieval_lsat_lr 0 acc 38.43 ± 2.16
acc_norm 38.82 ± 2.16
agieval_lsat_rc 0 acc 52.42 ± 3.05
acc_norm 51.67 ± 3.05
agieval_sat_en 0 acc 72.82 ± 3.11
acc_norm 70.39 ± 3.19
agieval_sat_en_without_passage 0 acc 42.23 ± 3.45
acc_norm 36.89 ± 3.37
agieval_sat_math 0 acc 35.91 ± 3.24
acc_norm 31.36 ± 3.14

Average: 39.24%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 55.20 ± 1.45
acc_norm 56.31 ± 1.45
arc_easy 0 acc 82.74 ± 0.78
acc_norm 79.42 ± 0.83
boolq 1 acc 86.64 ± 0.60
hellaswag 0 acc 63.86 ± 0.48
acc_norm 81.73 ± 0.39
openbookqa 0 acc 36.20 ± 2.15
acc_norm 45.80 ± 2.23
piqa 0 acc 81.28 ± 0.91
acc_norm 83.35 ± 0.87
winogrande 0 acc 73.48 ± 1.24

Average: 72.39%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 35.37 ± 1.67
mc2 52.27 ± 1.54

Average: 52.27%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.89 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 66.12 ± 2.47
bigbench_disambiguation_qa 0 multiple_choice_grade 52.33 ± 3.12
bigbench_geometric_shapes 0 multiple_choice_grade 20.06 ± 2.12
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 25.60 ± 1.95
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.29 ± 1.49
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 42.67 ± 2.86
bigbench_movie_recommendation 0 multiple_choice_grade 36.00 ± 2.15
bigbench_navigate 0 multiple_choice_grade 53.30 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 66.35 ± 1.06
bigbench_ruin_names 0 multiple_choice_grade 41.07 ± 2.33
bigbench_salient_translation_error_detection 0 multiple_choice_grade 16.23 ± 1.17
bigbench_snarks 0 multiple_choice_grade 70.17 ± 3.41
bigbench_sports_understanding 0 multiple_choice_grade 70.79 ± 1.45
bigbench_temporal_sequences 0 multiple_choice_grade 32.70 ± 1.48
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 21.36 ± 1.16
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 15.14 ± 0.86
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 42.67 ± 2.86

Average: 41.65%

Average score: 51.39%

Elapsed time: 02:15:39

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