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@mlabonne
Created January 16, 2024 02:34
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Model AGIEval GPT4All TruthfulQA Bigbench Average
NeuralBeagle14-7B 46.06 76.77 70.32 47.86 60.25

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.38 ± 2.77
acc_norm 25.98 ± 2.76
agieval_logiqa_en 0 acc 38.56 ± 1.91
acc_norm 39.17 ± 1.91
agieval_lsat_ar 0 acc 22.61 ± 2.76
acc_norm 23.04 ± 2.78
agieval_lsat_lr 0 acc 51.96 ± 2.21
acc_norm 53.14 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 65.43 ± 2.91
agieval_sat_en 0 acc 81.07 ± 2.74
acc_norm 82.52 ± 2.65
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 44.66 ± 3.47
agieval_sat_math 0 acc 37.27 ± 3.27
acc_norm 34.55 ± 3.21

Average: 46.06%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 68.69 ± 1.36
acc_norm 68.17 ± 1.36
arc_easy 0 acc 87.29 ± 0.68
acc_norm 82.74 ± 0.78
boolq 1 acc 88.07 ± 0.57
hellaswag 0 acc 70.05 ± 0.46
acc_norm 86.44 ± 0.34
openbookqa 0 acc 39.20 ± 2.19
acc_norm 48.40 ± 2.24
piqa 0 acc 83.62 ± 0.86
acc_norm 84.87 ± 0.84
winogrande 0 acc 78.69 ± 1.15

Average: 76.77%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 58.02 ± 1.73
mc2 70.32 ± 1.50

Average: 70.32%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 55.26 ± 3.62
bigbench_date_understanding 0 multiple_choice_grade 64.77 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 43.41 ± 3.09
bigbench_geometric_shapes 0 multiple_choice_grade 23.12 ± 2.23
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 37.80 ± 2.17
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 25.43 ± 1.65
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 50.80 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.40 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 70.70 ± 1.02
bigbench_ruin_names 0 multiple_choice_grade 53.12 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 30.86 ± 1.46
bigbench_snarks 0 multiple_choice_grade 65.19 ± 3.55
bigbench_sports_understanding 0 multiple_choice_grade 74.75 ± 1.38
bigbench_temporal_sequences 0 multiple_choice_grade 49.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.24 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.46 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 47.86%

Average score: 60.25%

Elapsed time: 03:25:54

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