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@mlabonne
Created February 28, 2024 15:44
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Model AGIEval GPT4All TruthfulQA Bigbench Average
FrankenMonarch-11b 44.01 76.45 76.7 50.22 61.85

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 24.41 ± 2.70
acc_norm 22.44 ± 2.62
agieval_logiqa_en 0 acc 37.33 ± 1.90
acc_norm 37.33 ± 1.90
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 52.75 ± 2.21
acc_norm 53.53 ± 2.21
agieval_lsat_rc 0 acc 63.57 ± 2.94
acc_norm 63.20 ± 2.95
agieval_sat_en 0 acc 76.70 ± 2.95
acc_norm 76.70 ± 2.95
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 42.72 ± 3.45
agieval_sat_math 0 acc 36.82 ± 3.26
acc_norm 32.27 ± 3.16

Average: 44.01%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 65.36 ± 1.39
acc_norm 66.47 ± 1.38
arc_easy 0 acc 86.70 ± 0.70
acc_norm 80.77 ± 0.81
boolq 1 acc 87.40 ± 0.58
hellaswag 0 acc 68.46 ± 0.46
acc_norm 86.53 ± 0.34
openbookqa 0 acc 39.00 ± 2.18
acc_norm 49.80 ± 2.24
piqa 0 acc 83.35 ± 0.87
acc_norm 83.73 ± 0.86
winogrande 0 acc 80.43 ± 1.12

Average: 76.45%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 61.08 ± 1.71
mc2 76.70 ± 1.40

Average: 76.7%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 59.47 ± 3.57
bigbench_date_understanding 0 multiple_choice_grade 63.69 ± 2.51
bigbench_disambiguation_qa 0 multiple_choice_grade 64.73 ± 2.98
bigbench_geometric_shapes 0 multiple_choice_grade 27.58 ± 2.36
exact_str_match 13.65 ± 1.81
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.60 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.00 ± 1.59
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 58.33 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 54.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 56.10 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 66.90 ± 1.05
bigbench_ruin_names 0 multiple_choice_grade 53.12 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 44.39 ± 1.57
bigbench_snarks 0 multiple_choice_grade 73.48 ± 3.29
bigbench_sports_understanding 0 multiple_choice_grade 74.65 ± 1.39
bigbench_temporal_sequences 0 multiple_choice_grade 51.80 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.08 ± 1.17
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.26 ± 0.90
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 58.33 ± 2.85

Average: 50.22%

Average score: 61.85%

Elapsed time: 02:28:34

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