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@mlabonne
Created February 2, 2024 10:53
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Model AGIEval GPT4All TruthfulQA Bigbench Average
NeuralOmniBeagle-7B 45.85 77.26 76.06 50.03 62.3

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.77 ± 2.78
acc_norm 25.20 ± 2.73
agieval_logiqa_en 0 acc 39.32 ± 1.92
acc_norm 39.02 ± 1.91
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 24.78 ± 2.85
agieval_lsat_lr 0 acc 52.16 ± 2.21
acc_norm 52.94 ± 2.21
agieval_lsat_rc 0 acc 66.54 ± 2.88
acc_norm 66.54 ± 2.88
agieval_sat_en 0 acc 81.07 ± 2.74
acc_norm 80.58 ± 2.76
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 42.72 ± 3.45
agieval_sat_math 0 acc 36.36 ± 3.25
acc_norm 35.00 ± 3.22

Average: 45.85%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.81 ± 1.38
acc_norm 67.92 ± 1.36
arc_easy 0 acc 87.29 ± 0.68
acc_norm 82.45 ± 0.78
boolq 1 acc 87.40 ± 0.58
hellaswag 0 acc 70.14 ± 0.46
acc_norm 87.68 ± 0.33
openbookqa 0 acc 39.40 ± 2.19
acc_norm 49.80 ± 2.24
piqa 0 acc 82.97 ± 0.88
acc_norm 85.09 ± 0.83
winogrande 0 acc 80.51 ± 1.11

Average: 77.26%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 62.30 ± 1.70
mc2 76.06 ± 1.41

Average: 76.06%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.95 ± 3.58
bigbench_date_understanding 0 multiple_choice_grade 61.25 ± 2.54
bigbench_disambiguation_qa 0 multiple_choice_grade 46.90 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 22.28 ± 2.20
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.60 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.57 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 59.60 ± 2.20
bigbench_navigate 0 multiple_choice_grade 55.20 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 67.60 ± 1.05
bigbench_ruin_names 0 multiple_choice_grade 54.02 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 43.79 ± 1.57
bigbench_snarks 0 multiple_choice_grade 73.48 ± 3.29
bigbench_sports_understanding 0 multiple_choice_grade 76.27 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 60.90 ± 1.54
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.88 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.34 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 50.03%

Average score: 62.3%

Elapsed time: 02:03:26

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