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Forked from mlabonne/FrakenBeagle14-11B-Nous.md
Created February 19, 2024 00:04
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Model AGIEval GPT4All TruthfulQA Bigbench Average
FrakenBeagle14-11B 45.08 76.08 70.93 48.58 60.17

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 25.59 ± 2.74
acc_norm 24.02 ± 2.69
agieval_logiqa_en 0 acc 37.48 ± 1.90
acc_norm 38.71 ± 1.91
agieval_lsat_ar 0 acc 21.30 ± 2.71
acc_norm 22.17 ± 2.75
agieval_lsat_lr 0 acc 51.18 ± 2.22
acc_norm 52.16 ± 2.21
agieval_lsat_rc 0 acc 66.54 ± 2.88
acc_norm 65.06 ± 2.91
agieval_sat_en 0 acc 81.55 ± 2.71
acc_norm 81.55 ± 2.71
agieval_sat_en_without_passage 0 acc 45.15 ± 3.48
acc_norm 45.15 ± 3.48
agieval_sat_math 0 acc 35.45 ± 3.23
acc_norm 31.82 ± 3.15

Average: 45.08%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.89 ± 1.38
acc_norm 66.81 ± 1.38
arc_easy 0 acc 87.75 ± 0.67
acc_norm 82.15 ± 0.79
boolq 1 acc 87.83 ± 0.57
hellaswag 0 acc 68.72 ± 0.46
acc_norm 85.57 ± 0.35
openbookqa 0 acc 38.40 ± 2.18
acc_norm 48.80 ± 2.24
piqa 0 acc 84.28 ± 0.85
acc_norm 84.22 ± 0.85
winogrande 0 acc 77.19 ± 1.18

Average: 76.08%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 57.65 ± 1.73
mc2 70.93 ± 1.49

Average: 70.93%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.89 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 66.94 ± 2.45
bigbench_disambiguation_qa 0 multiple_choice_grade 53.49 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 25.07 ± 2.29
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 36.20 ± 2.15
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.86 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 46.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 54.70 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 68.40 ± 1.04
bigbench_ruin_names 0 multiple_choice_grade 52.23 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 42.89 ± 1.57
bigbench_snarks 0 multiple_choice_grade 64.64 ± 3.56
bigbench_sports_understanding 0 multiple_choice_grade 74.65 ± 1.39
bigbench_temporal_sequences 0 multiple_choice_grade 47.20 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.56 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.34 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 48.58%

Average score: 60.17%

Elapsed time: 04:34:50

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