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Forked from mlabonne/OmniBeagle-7B-Nous.md
Created April 17, 2024 00:26
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Model AGIEval GPT4All TruthfulQA Bigbench Average
OmniBeagle-7B 45.64 77.48 75.03 50.03 62.05

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.74 ± 2.85
acc_norm 27.17 ± 2.80
agieval_logiqa_en 0 acc 39.17 ± 1.91
acc_norm 39.48 ± 1.92
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 23.04 ± 2.78
agieval_lsat_lr 0 acc 54.12 ± 2.21
acc_norm 54.51 ± 2.21
agieval_lsat_rc 0 acc 65.43 ± 2.91
acc_norm 65.80 ± 2.90
agieval_sat_en 0 acc 79.13 ± 2.84
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 45.63 ± 3.48
acc_norm 43.69 ± 3.46
agieval_sat_math 0 acc 34.09 ± 3.20
acc_norm 32.27 ± 3.16

Average: 45.64%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.89 ± 1.38
acc_norm 68.43 ± 1.36
arc_easy 0 acc 87.12 ± 0.69
acc_norm 82.91 ± 0.77
boolq 1 acc 88.04 ± 0.57
hellaswag 0 acc 69.03 ± 0.46
acc_norm 87.15 ± 0.33
openbookqa 0 acc 39.00 ± 2.18
acc_norm 49.80 ± 2.24
piqa 0 acc 83.03 ± 0.88
acc_norm 85.58 ± 0.82
winogrande 0 acc 80.43 ± 1.12

Average: 77.48%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 60.59 ± 1.71
mc2 75.03 ± 1.42

Average: 75.03%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.32 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 63.69 ± 2.51
bigbench_disambiguation_qa 0 multiple_choice_grade 51.94 ± 3.12
bigbench_geometric_shapes 0 multiple_choice_grade 23.96 ± 2.26
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.80 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 25.14 ± 1.64
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.33 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 53.20 ± 2.23
bigbench_navigate 0 multiple_choice_grade 56.40 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.55 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 55.58 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.68 ± 1.56
bigbench_snarks 0 multiple_choice_grade 74.03 ± 3.27
bigbench_sports_understanding 0 multiple_choice_grade 76.17 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 55.50 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.12 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.89 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.33 ± 2.83

Average: 50.03%

Average score: 62.05%

Elapsed time: 02:33:12

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