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@gblazex
Created January 9, 2024 18:16
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Model AGIEval GPT4All TruthfulQA Bigbench Average
dolphin-2.2.1-mistral-7b 38.64 72.24 54.09 39.22 51.05

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 23.23 ± 2.65
acc_norm 21.26 ± 2.57
agieval_logiqa_en 0 acc 35.48 ± 1.88
acc_norm 34.25 ± 1.86
agieval_lsat_ar 0 acc 26.09 ± 2.90
acc_norm 24.35 ± 2.84
agieval_lsat_lr 0 acc 40.98 ± 2.18
acc_norm 42.35 ± 2.19
agieval_lsat_rc 0 acc 51.30 ± 3.05
acc_norm 48.70 ± 3.05
agieval_sat_en 0 acc 71.36 ± 3.16
acc_norm 68.93 ± 3.23
agieval_sat_en_without_passage 0 acc 40.29 ± 3.43
acc_norm 38.83 ± 3.40
agieval_sat_math 0 acc 37.73 ± 3.28
acc_norm 30.45 ± 3.11

Average: 38.64%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 53.84 ± 1.46
acc_norm 56.40 ± 1.45
arc_easy 0 acc 82.62 ± 0.78
acc_norm 79.34 ± 0.83
boolq 1 acc 86.33 ± 0.60
hellaswag 0 acc 62.76 ± 0.48
acc_norm 81.48 ± 0.39
openbookqa 0 acc 32.60 ± 2.10
acc_norm 43.80 ± 2.22
piqa 0 acc 81.23 ± 0.91
acc_norm 82.81 ± 0.88
winogrande 0 acc 75.53 ± 1.21

Average: 72.24%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 36.84 ± 1.69
mc2 54.09 ± 1.51

Average: 54.09%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.37 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 69.92 ± 2.39
bigbench_disambiguation_qa 0 multiple_choice_grade 32.56 ± 2.92
bigbench_geometric_shapes 0 multiple_choice_grade 16.71 ± 1.97
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 23.40 ± 1.90
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.14 ± 1.49
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 42.33 ± 2.86
bigbench_movie_recommendation 0 multiple_choice_grade 38.80 ± 2.18
bigbench_navigate 0 multiple_choice_grade 51.80 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 64.60 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 37.05 ± 2.28
bigbench_salient_translation_error_detection 0 multiple_choice_grade 14.23 ± 1.11
bigbench_snarks 0 multiple_choice_grade 67.96 ± 3.48
bigbench_sports_understanding 0 multiple_choice_grade 61.97 ± 1.55
bigbench_temporal_sequences 0 multiple_choice_grade 27.80 ± 1.42
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.32 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 15.60 ± 0.87
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 42.33 ± 2.86

Average: 39.22%

Average score: 51.05% Elapsed time: 03:04:55

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