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@mlabonne
Created March 19, 2024 15:41
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Model AGIEval GPT4All TruthfulQA Bigbench Average
FrankenMonarch-7B 45.1 75.53 73.86 46.79 60.32

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 25.59 ± 2.74
acc_norm 25.98 ± 2.76
agieval_logiqa_en 0 acc 39.02 ± 1.91
acc_norm 39.63 ± 1.92
agieval_lsat_ar 0 acc 23.91 ± 2.82
acc_norm 23.04 ± 2.78
agieval_lsat_lr 0 acc 54.12 ± 2.21
acc_norm 53.92 ± 2.21
agieval_lsat_rc 0 acc 63.20 ± 2.95
acc_norm 61.34 ± 2.97
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 78.64 ± 2.86
agieval_sat_en_without_passage 0 acc 44.66 ± 3.47
acc_norm 44.17 ± 3.47
agieval_sat_math 0 acc 36.82 ± 3.26
acc_norm 34.09 ± 3.20

Average: 45.1%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 63.40 ± 1.41
acc_norm 65.36 ± 1.39
arc_easy 0 acc 85.19 ± 0.73
acc_norm 80.13 ± 0.82
boolq 1 acc 86.27 ± 0.60
hellaswag 0 acc 69.39 ± 0.46
acc_norm 86.91 ± 0.34
openbookqa 0 acc 38.20 ± 2.18
acc_norm 47.20 ± 2.23
piqa 0 acc 82.32 ± 0.89
acc_norm 83.35 ± 0.87
winogrande 0 acc 79.48 ± 1.14

Average: 75.53%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 59.24 ± 1.72
mc2 73.86 ± 1.47

Average: 73.86%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.42 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 60.16 ± 2.55
bigbench_disambiguation_qa 0 multiple_choice_grade 41.47 ± 3.07
bigbench_geometric_shapes 0 multiple_choice_grade 39.00 ± 2.58
exact_str_match 8.91 ± 1.51
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 32.60 ± 2.10
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.57 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 54.00 ± 2.88
bigbench_movie_recommendation 0 multiple_choice_grade 43.60 ± 2.22
bigbench_navigate 0 multiple_choice_grade 51.90 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 57.05 ± 1.11
bigbench_ruin_names 0 multiple_choice_grade 47.32 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.78 ± 1.56
bigbench_snarks 0 multiple_choice_grade 73.48 ± 3.29
bigbench_sports_understanding 0 multiple_choice_grade 68.05 ± 1.49
bigbench_temporal_sequences 0 multiple_choice_grade 58.30 ± 1.56
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.08 ± 1.17
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 16.34 ± 0.88
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 54.00 ± 2.88

Average: 46.79%

Average score: 60.32%

Elapsed time: 02:35:55

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