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@mlabonne
Created January 15, 2024 11:21
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Beagle14-7B 44.38 76.53 69.44 47.25 59.4

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.77 ± 2.78
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 38.25 ± 1.91
acc_norm 39.17 ± 1.91
agieval_lsat_ar 0 acc 23.91 ± 2.82
acc_norm 22.61 ± 2.76
agieval_lsat_lr 0 acc 51.18 ± 2.22
acc_norm 51.96 ± 2.21
agieval_lsat_rc 0 acc 64.31 ± 2.93
acc_norm 63.94 ± 2.93
agieval_sat_en 0 acc 79.13 ± 2.84
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 42.23 ± 3.45
acc_norm 41.75 ± 3.44
agieval_sat_math 0 acc 31.36 ± 3.14
acc_norm 30.91 ± 3.12

Average: 44.38%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 68.00 ± 1.36
acc_norm 67.58 ± 1.37
arc_easy 0 acc 87.29 ± 0.68
acc_norm 82.70 ± 0.78
boolq 1 acc 88.44 ± 0.56
hellaswag 0 acc 69.15 ± 0.46
acc_norm 85.92 ± 0.35
openbookqa 0 acc 37.80 ± 2.17
acc_norm 48.00 ± 2.24
piqa 0 acc 83.62 ± 0.86
acc_norm 84.82 ± 0.84
winogrande 0 acc 78.22 ± 1.16

Average: 76.53%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 56.06 ± 1.74
mc2 69.44 ± 1.51

Average: 69.44%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 55.79 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 65.31 ± 2.48
bigbench_disambiguation_qa 0 multiple_choice_grade 41.09 ± 3.07
bigbench_geometric_shapes 0 multiple_choice_grade 24.23 ± 2.26
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 35.80 ± 2.15
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.14 ± 1.62
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 57.67 ± 2.86
bigbench_movie_recommendation 0 multiple_choice_grade 47.00 ± 2.23
bigbench_navigate 0 multiple_choice_grade 57.40 ± 1.56
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 72.35 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 52.90 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 29.96 ± 1.45
bigbench_snarks 0 multiple_choice_grade 65.75 ± 3.54
bigbench_sports_understanding 0 multiple_choice_grade 74.34 ± 1.39
bigbench_temporal_sequences 0 multiple_choice_grade 47.60 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.72 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.74 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 57.67 ± 2.86

Average: 47.25%

Average score: 59.4%

Elapsed time: 02:59:15

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