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Forked from mlabonne/UltraMerge-v2-7B-Nous.md
Created April 17, 2024 00:25
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Model AGIEval GPT4All TruthfulQA Bigbench Average
UltraMerge-v2-7B 44.16 76.72 79.58 49.2 62.41

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 25.98 ± 2.76
acc_norm 24.02 ± 2.69
agieval_logiqa_en 0 acc 37.63 ± 1.90
acc_norm 38.10 ± 1.90
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 52.35 ± 2.21
acc_norm 53.14 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 64.68 ± 2.92
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 78.16 ± 2.89
agieval_sat_en_without_passage 0 acc 41.75 ± 3.44
acc_norm 41.26 ± 3.44
agieval_sat_math 0 acc 30.91 ± 3.12
acc_norm 30.45 ± 3.11

Average: 44.16%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 67.24 ± 1.37
acc_norm 67.58 ± 1.37
arc_easy 0 acc 85.27 ± 0.73
acc_norm 78.32 ± 0.85
boolq 1 acc 87.37 ± 0.58
hellaswag 0 acc 70.02 ± 0.46
acc_norm 87.66 ± 0.33
openbookqa 0 acc 40.20 ± 2.19
acc_norm 49.40 ± 2.24
piqa 0 acc 82.59 ± 0.88
acc_norm 84.00 ± 0.86
winogrande 0 acc 82.72 ± 1.06

Average: 76.72%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 63.53 ± 1.69
mc2 79.58 ± 1.34

Average: 79.58%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.95 ± 3.58
bigbench_date_understanding 0 multiple_choice_grade 60.98 ± 2.54
bigbench_disambiguation_qa 0 multiple_choice_grade 52.71 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 22.56 ± 2.21
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 33.40 ± 2.11
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 22.57 ± 1.58
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 58.00 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 55.80 ± 2.22
bigbench_navigate 0 multiple_choice_grade 57.10 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 67.60 ± 1.05
bigbench_ruin_names 0 multiple_choice_grade 55.36 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 37.98 ± 1.54
bigbench_snarks 0 multiple_choice_grade 72.93 ± 3.31
bigbench_sports_understanding 0 multiple_choice_grade 75.76 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 55.50 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.08 ± 1.17
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.40 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 58.00 ± 2.85

Average: 49.2%

Average score: 62.41%

Elapsed time: 03:45:14

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