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Forked from mlabonne/BeagSake-7B-Nous.md
Created February 19, 2024 00:04
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Model AGIEval GPT4All TruthfulQA Bigbench Average
BeagSake-7B 45.9 77.36 72.82 49.32 61.35

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 29.13 ± 2.86
acc_norm 26.38 ± 2.77
agieval_logiqa_en 0 acc 38.86 ± 1.91
acc_norm 39.48 ± 1.92
agieval_lsat_ar 0 acc 24.35 ± 2.84
acc_norm 24.35 ± 2.84
agieval_lsat_lr 0 acc 52.16 ± 2.21
acc_norm 54.51 ± 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 80.10 ± 2.79
agieval_sat_en_without_passage 0 acc 45.63 ± 3.48
acc_norm 45.63 ± 3.48
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 31.36 ± 3.14

Average: 45.9%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.81 ± 1.38
acc_norm 67.66 ± 1.37
arc_easy 0 acc 87.50 ± 0.68
acc_norm 84.30 ± 0.75
boolq 1 acc 87.92 ± 0.57
hellaswag 0 acc 68.17 ± 0.46
acc_norm 86.64 ± 0.34
openbookqa 0 acc 39.40 ± 2.19
acc_norm 49.40 ± 2.24
piqa 0 acc 83.19 ± 0.87
acc_norm 85.09 ± 0.83
winogrande 0 acc 80.51 ± 1.11

Average: 77.36%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 57.41 ± 1.73
mc2 72.82 ± 1.45

Average: 72.82%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.37 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 64.50 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 50.39 ± 3.12
bigbench_geometric_shapes 0 multiple_choice_grade 22.84 ± 2.22
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 35.00 ± 2.14
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.43 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.67 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 48.60 ± 2.24
bigbench_navigate 0 multiple_choice_grade 57.10 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 72.05 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 55.13 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 32.46 ± 1.48
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 75.96 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 54.90 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.52 ± 1.20
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.83 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.67 ± 2.83

Average: 49.32%

Average score: 61.35%

Elapsed time: 03:07:00

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