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@mlabonne
Created March 29, 2024 12:23
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Hermes-2-Pro-Mistral-7B 44.54 71.2 59.12 41.9 54.19

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 23.23 ± 2.65
acc_norm 22.83 ± 2.64
agieval_logiqa_en 0 acc 38.40 ± 1.91
acc_norm 39.48 ± 1.92
agieval_lsat_ar 0 acc 23.91 ± 2.82
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 55.49 ± 2.20
acc_norm 55.10 ± 2.20
agieval_lsat_rc 0 acc 59.48 ± 3.00
acc_norm 58.74 ± 3.01
agieval_sat_en 0 acc 76.21 ± 2.97
acc_norm 74.76 ± 3.03
agieval_sat_en_without_passage 0 acc 45.63 ± 3.48
acc_norm 45.63 ± 3.48
agieval_sat_math 0 acc 38.64 ± 3.29
acc_norm 35.91 ± 3.24

Average: 44.54%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 54.69 ± 1.45
acc_norm 56.40 ± 1.45
arc_easy 0 acc 81.61 ± 0.79
acc_norm 79.21 ± 0.83
boolq 1 acc 86.79 ± 0.59
hellaswag 0 acc 62.66 ± 0.48
acc_norm 80.56 ± 0.39
openbookqa 0 acc 33.60 ± 2.11
acc_norm 43.80 ± 2.22
piqa 0 acc 79.38 ± 0.94
acc_norm 79.82 ± 0.94
winogrande 0 acc 71.82 ± 1.26

Average: 71.2%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 41.13 ± 1.72
mc2 59.12 ± 1.59

Average: 59.12%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.32 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 64.50 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 46.51 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 29.53 ± 2.41
exact_str_match 3.06 ± 0.91
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 28.60 ± 2.02
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 21.00 ± 1.54
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 46.33 ± 2.88
bigbench_movie_recommendation 0 multiple_choice_grade 36.00 ± 2.15
bigbench_navigate 0 multiple_choice_grade 51.70 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 63.95 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 39.29 ± 2.31
bigbench_salient_translation_error_detection 0 multiple_choice_grade 21.34 ± 1.30
bigbench_snarks 0 multiple_choice_grade 68.51 ± 3.46
bigbench_sports_understanding 0 multiple_choice_grade 59.74 ± 1.56
bigbench_temporal_sequences 0 multiple_choice_grade 35.70 ± 1.52
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 21.68 ± 1.17
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.26 ± 0.90
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 46.33 ± 2.88

Average: 41.9%

Average score: 54.19%

Elapsed time: 02:28:11

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