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@mlabonne
Created April 21, 2024 22:31
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Model AGIEval GPT4All TruthfulQA Bigbench Average
dolphin-2.9-llama3-8b 39.59 69.96 55.66 42.84 52.01

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.77 ± 2.78
acc_norm 26.38 ± 2.77
agieval_logiqa_en 0 acc 33.79 ± 1.86
acc_norm 36.87 ± 1.89
agieval_lsat_ar 0 acc 20.87 ± 2.69
acc_norm 18.70 ± 2.58
agieval_lsat_lr 0 acc 39.02 ± 2.16
acc_norm 38.43 ± 2.16
agieval_lsat_rc 0 acc 54.65 ± 3.04
acc_norm 52.04 ± 3.05
agieval_sat_en 0 acc 71.84 ± 3.14
acc_norm 71.84 ± 3.14
agieval_sat_en_without_passage 0 acc 38.83 ± 3.40
acc_norm 38.35 ± 3.40
agieval_sat_math 0 acc 35.00 ± 3.22
acc_norm 34.09 ± 3.20

Average: 39.59%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 48.72 ± 1.46
acc_norm 51.79 ± 1.46
arc_easy 0 acc 78.70 ± 0.84
acc_norm 74.20 ± 0.90
boolq 1 acc 86.73 ± 0.59
hellaswag 0 acc 60.92 ± 0.49
acc_norm 78.37 ± 0.41
openbookqa 0 acc 38.60 ± 2.18
acc_norm 46.80 ± 2.23
piqa 0 acc 78.29 ± 0.96
acc_norm 78.40 ± 0.96
winogrande 0 acc 73.40 ± 1.24

Average: 69.96%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 39.29 ± 1.71
mc2 55.66 ± 1.59

Average: 55.66%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.42 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 64.50 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 30.23 ± 2.86
bigbench_geometric_shapes 0 multiple_choice_grade 33.98 ± 2.50
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 29.40 ± 2.04
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.57 ± 1.50
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 52.67 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 36.00 ± 2.15
bigbench_navigate 0 multiple_choice_grade 51.40 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 64.35 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 40.85 ± 2.32
bigbench_salient_translation_error_detection 0 multiple_choice_grade 36.07 ± 1.52
bigbench_snarks 0 multiple_choice_grade 69.06 ± 3.45
bigbench_sports_understanding 0 multiple_choice_grade 61.56 ± 1.55
bigbench_temporal_sequences 0 multiple_choice_grade 33.80 ± 1.50
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 20.40 ± 1.14
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 16.11 ± 0.88
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 52.67 ± 2.89

Average: 42.84%

Average score: 52.01%

Elapsed time: 01:49:37

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