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@mlabonne
Created February 12, 2024 16:05
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Model AGIEval GPT4All TruthfulQA Bigbench Average
NeuBeagle-7B 44.43 76.62 79.13 49.38 62.39

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.17 ± 2.80
acc_norm 24.41 ± 2.70
agieval_logiqa_en 0 acc 38.40 ± 1.91
acc_norm 38.40 ± 1.91
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 53.14 ± 2.21
acc_norm 55.10 ± 2.20
agieval_lsat_rc 0 acc 64.31 ± 2.93
acc_norm 64.68 ± 2.92
agieval_sat_en 0 acc 77.18 ± 2.93
acc_norm 77.18 ± 2.93
agieval_sat_en_without_passage 0 acc 42.23 ± 3.45
acc_norm 41.75 ± 3.44
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 30.00 ± 3.10

Average: 44.43%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 65.87 ± 1.39
acc_norm 66.72 ± 1.38
arc_easy 0 acc 85.35 ± 0.73
acc_norm 78.83 ± 0.84
boolq 1 acc 87.03 ± 0.59
hellaswag 0 acc 69.49 ± 0.46
acc_norm 87.26 ± 0.33
openbookqa 0 acc 41.20 ± 2.20
acc_norm 49.80 ± 2.24
piqa 0 acc 82.70 ± 0.88
acc_norm 84.49 ± 0.84
winogrande 0 acc 82.16 ± 1.08

Average: 76.62%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 63.65 ± 1.68
mc2 79.13 ± 1.35

Average: 79.13%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.00 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 61.52 ± 2.54
bigbench_disambiguation_qa 0 multiple_choice_grade 57.75 ± 3.08
bigbench_geometric_shapes 0 multiple_choice_grade 22.56 ± 2.21
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 33.00 ± 2.10
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.14 ± 1.60
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 51.80 ± 2.24
bigbench_navigate 0 multiple_choice_grade 57.10 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 68.00 ± 1.04
bigbench_ruin_names 0 multiple_choice_grade 54.69 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 39.68 ± 1.55
bigbench_snarks 0 multiple_choice_grade 71.82 ± 3.35
bigbench_sports_understanding 0 multiple_choice_grade 73.83 ± 1.40
bigbench_temporal_sequences 0 multiple_choice_grade 53.00 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.20 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.71 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 49.38%

Average score: 62.39%

Elapsed time: 02:17:22

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