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@mlabonne
Created February 13, 2024 09:52
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Model AGIEval GPT4All TruthfulQA Bigbench Average
OmniTruthyBeagle-7B-v0 45.72 77.49 76.16 50.18 62.39

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.74 ± 2.85
acc_norm 26.77 ± 2.78
agieval_logiqa_en 0 acc 38.56 ± 1.91
acc_norm 39.17 ± 1.91
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 54.12 ± 2.21
acc_norm 54.71 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 66.54 ± 2.88
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 46.12 ± 3.48
acc_norm 44.17 ± 3.47
agieval_sat_math 0 acc 34.09 ± 3.20
acc_norm 31.82 ± 3.15

Average: 45.72%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 67.24 ± 1.37
acc_norm 69.03 ± 1.35
arc_easy 0 acc 87.12 ± 0.69
acc_norm 82.83 ± 0.77
boolq 1 acc 87.86 ± 0.57
hellaswag 0 acc 68.99 ± 0.46
acc_norm 87.18 ± 0.33
openbookqa 0 acc 39.00 ± 2.18
acc_norm 49.40 ± 2.24
piqa 0 acc 83.19 ± 0.87
acc_norm 85.53 ± 0.82
winogrande 0 acc 80.58 ± 1.11

Average: 77.49%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 61.44 ± 1.7
mc2 76.16 ± 1.4

Average: 76.16%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.89 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 63.96 ± 2.50
bigbench_disambiguation_qa 0 multiple_choice_grade 53.10 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 23.68 ± 2.25
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.20 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 25.43 ± 1.65
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.33 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 54.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 56.50 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.25 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 56.03 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.98 ± 1.56
bigbench_snarks 0 multiple_choice_grade 74.59 ± 3.25
bigbench_sports_understanding 0 multiple_choice_grade 75.86 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 55.90 ± 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 19.77 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.33 ± 2.84

Average: 50.18%

Average score: 62.39%

Elapsed time: 02:07:11

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