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Created March 2, 2024 22:09
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Model AGIEval GPT4All TruthfulQA Bigbench Average
MoNeuTrix-7B-v1 45.04 77.11 78.07 50.34 62.64

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.74 ± 2.85
acc_norm 26.38 ± 2.77
agieval_logiqa_en 0 acc 38.56 ± 1.91
acc_norm 37.94 ± 1.90
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 53.92 ± 2.21
acc_norm 55.10 ± 2.20
agieval_lsat_rc 0 acc 64.31 ± 2.93
acc_norm 64.68 ± 2.92
agieval_sat_en 0 acc 77.67 ± 2.91
acc_norm 78.16 ± 2.89
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 30.91 ± 3.12

Average: 45.04%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.47 ± 1.38
acc_norm 68.86 ± 1.35
arc_easy 0 acc 86.49 ± 0.70
acc_norm 81.10 ± 0.80
boolq 1 acc 87.22 ± 0.58
hellaswag 0 acc 69.35 ± 0.46
acc_norm 87.35 ± 0.33
openbookqa 0 acc 39.00 ± 2.18
acc_norm 49.60 ± 2.24
piqa 0 acc 82.97 ± 0.88
acc_norm 84.87 ± 0.84
winogrande 0 acc 80.74 ± 1.11

Average: 77.11%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 62.42 ± 1.70
mc2 78.07 ± 1.38

Average: 78.07%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 61.58 ± 3.54
bigbench_date_understanding 0 multiple_choice_grade 62.33 ± 2.53
bigbench_disambiguation_qa 0 multiple_choice_grade 53.10 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 25.07 ± 2.29
exact_str_match 0.56 ± 0.39
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.80 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.71 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 55.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 56.60 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.90 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 55.58 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 41.08 ± 1.56
bigbench_snarks 0 multiple_choice_grade 72.93 ± 3.31
bigbench_sports_understanding 0 multiple_choice_grade 75.86 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 54.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 24.16 ± 1.21
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.94 ± 0.96
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 50.34%

Average score: 62.64%

Elapsed time: 01:32:11

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