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Forked from mlabonne/FoxBeagle-7B-Nous.md
Created February 19, 2024 00:04
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Model AGIEval GPT4All TruthfulQA Bigbench Average
FoxBeagle-7B 45.46 77.42 72.08 48.91 60.97

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.95 ± 2.82
acc_norm 26.77 ± 2.78
agieval_logiqa_en 0 acc 39.63 ± 1.92
acc_norm 39.78 ± 1.92
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 50.39 ± 2.22
acc_norm 51.37 ± 2.22
agieval_lsat_rc 0 acc 65.43 ± 2.91
acc_norm 66.17 ± 2.89
agieval_sat_en 0 acc 80.58 ± 2.76
acc_norm 81.07 ± 2.74
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 44.17 ± 3.47
agieval_sat_math 0 acc 30.45 ± 3.11
acc_norm 30.45 ± 3.11

Average: 45.46%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 68.34 ± 1.36
acc_norm 67.83 ± 1.37
arc_easy 0 acc 87.25 ± 0.68
acc_norm 82.37 ± 0.78
boolq 1 acc 88.17 ± 0.56
hellaswag 0 acc 70.43 ± 0.46
acc_norm 87.20 ± 0.33
openbookqa 0 acc 40.20 ± 2.19
acc_norm 49.40 ± 2.24
piqa 0 acc 83.51 ± 0.87
acc_norm 85.42 ± 0.82
winogrande 0 acc 81.53 ± 1.09

Average: 77.42%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 59.00 ± 1.72
mc2 72.08 ± 1.47

Average: 72.08%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 55.79 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 64.23 ± 2.50
bigbench_disambiguation_qa 0 multiple_choice_grade 46.51 ± 3.11
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 35.60 ± 2.14
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 51.80 ± 2.24
bigbench_navigate 0 multiple_choice_grade 57.20 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.75 ± 1.01
bigbench_ruin_names 0 multiple_choice_grade 54.91 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 36.17 ± 1.52
bigbench_snarks 0 multiple_choice_grade 71.27 ± 3.37
bigbench_sports_understanding 0 multiple_choice_grade 75.86 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 51.30 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.16 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.63 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 48.91%

Average score: 60.97%

Elapsed time: 03:04:36

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