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@mlabonne
Created May 25, 2024 22:21
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Daredevil-8B 44.13 73.52 59.05 46.77 55.87

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.74 ± 2.85
acc_norm 27.17 ± 2.80
agieval_logiqa_en 0 acc 38.25 ± 1.91
acc_norm 39.32 ± 1.92
agieval_lsat_ar 0 acc 21.30 ± 2.71
acc_norm 20.43 ± 2.66
agieval_lsat_lr 0 acc 46.67 ± 2.21
acc_norm 46.67 ± 2.21
agieval_lsat_rc 0 acc 68.03 ± 2.85
acc_norm 66.17 ± 2.89
agieval_sat_en 0 acc 75.24 ± 3.01
acc_norm 73.30 ± 3.09
agieval_sat_en_without_passage 0 acc 44.66 ± 3.47
acc_norm 42.72 ± 3.45
agieval_sat_math 0 acc 41.36 ± 3.33
acc_norm 37.27 ± 3.27

Average: 44.13%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 61.35 ± 1.42
acc_norm 63.31 ± 1.41
arc_easy 0 acc 84.89 ± 0.73
acc_norm 83.96 ± 0.75
boolq 1 acc 84.83 ± 0.63
hellaswag 0 acc 62.30 ± 0.48
acc_norm 80.98 ± 0.39
openbookqa 0 acc 36.00 ± 2.15
acc_norm 46.00 ± 2.23
piqa 0 acc 80.36 ± 0.93
acc_norm 81.39 ± 0.91
winogrande 0 acc 74.19 ± 1.23

Average: 73.52%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 41.49 ± 1.72
mc2 59.05 ± 1.53

Average: 59.05%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.53 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 69.65 ± 2.40
bigbench_disambiguation_qa 0 multiple_choice_grade 34.88 ± 2.97
bigbench_geometric_shapes 0 multiple_choice_grade 31.20 ± 2.45
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 35.40 ± 2.14
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.71 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 65.33 ± 2.75
bigbench_movie_recommendation 0 multiple_choice_grade 33.60 ± 2.11
bigbench_navigate 0 multiple_choice_grade 54.70 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.40 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 49.78 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 31.46 ± 1.47
bigbench_snarks 0 multiple_choice_grade 62.43 ± 3.61
bigbench_sports_understanding 0 multiple_choice_grade 51.52 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 62.10 ± 1.53
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.16 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.66 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 65.33 ± 2.75

Average: 46.77%

Average score: 55.87%

Elapsed time: 03:17:26

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