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@mlabonne
Created January 31, 2024 20:34
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Beagwake-7B 45.03 77.54 72.37 48.56 60.88

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.17 ± 2.80
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 40.09 ± 1.92
acc_norm 40.09 ± 1.92
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 51.18 ± 2.22
acc_norm 53.33 ± 2.21
agieval_lsat_rc 0 acc 66.91 ± 2.87
acc_norm 65.43 ± 2.91
agieval_sat_en 0 acc 78.16 ± 2.89
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 31.82 ± 3.15
acc_norm 30.00 ± 3.10

Average: 45.03%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 68.09 ± 1.36
acc_norm 67.58 ± 1.37
arc_easy 0 acc 87.25 ± 0.68
acc_norm 82.15 ± 0.79
boolq 1 acc 87.83 ± 0.57
hellaswag 0 acc 70.33 ± 0.46
acc_norm 87.53 ± 0.33
openbookqa 0 acc 40.40 ± 2.20
acc_norm 49.40 ± 2.24
piqa 0 acc 83.68 ± 0.86
acc_norm 85.42 ± 0.82
winogrande 0 acc 82.87 ± 1.06

Average: 77.54%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 58.38 ± 1.73
mc2 72.37 ± 1.48

Average: 72.37%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.37 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 63.69 ± 2.51
bigbench_disambiguation_qa 0 multiple_choice_grade 48.06 ± 3.12
bigbench_geometric_shapes 0 multiple_choice_grade 22.56 ± 2.21
exact_str_match 0.84 ± 0.48
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.20 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.00 ± 1.62
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 49.00 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.70 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 70.45 ± 1.02
bigbench_ruin_names 0 multiple_choice_grade 54.24 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 34.77 ± 1.51
bigbench_snarks 0 multiple_choice_grade 71.82 ± 3.35
bigbench_sports_understanding 0 multiple_choice_grade 75.76 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 51.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.56 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.77 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 48.56%

Average score: 60.88%

Elapsed time: 09:52:07

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