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Forked from mlabonne/BeagleX-7B-Nous.md
Created February 19, 2024 00:04
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Model AGIEval GPT4All TruthfulQA Bigbench Average
BeagleX-7B 45.39 77.52 72.91 48.63 61.11

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.17 ± 2.80
acc_norm 25.98 ± 2.76
agieval_logiqa_en 0 acc 39.94 ± 1.92
acc_norm 40.55 ± 1.93
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 25.22 ± 2.87
agieval_lsat_lr 0 acc 52.94 ± 2.21
acc_norm 52.75 ± 2.21
agieval_lsat_rc 0 acc 66.91 ± 2.87
acc_norm 65.80 ± 2.90
agieval_sat_en 0 acc 79.61 ± 2.81
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 42.72 ± 3.45
acc_norm 44.17 ± 3.47
agieval_sat_math 0 acc 30.45 ± 3.11
acc_norm 29.55 ± 3.08

Average: 45.39%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 68.69 ± 1.36
acc_norm 67.75 ± 1.37
arc_easy 0 acc 87.29 ± 0.68
acc_norm 82.70 ± 0.78
boolq 1 acc 88.23 ± 0.56
hellaswag 0 acc 70.01 ± 0.46
acc_norm 87.38 ± 0.33
openbookqa 0 acc 40.20 ± 2.19
acc_norm 48.20 ± 2.24
piqa 0 acc 83.90 ± 0.86
acc_norm 85.75 ± 0.82
winogrande 0 acc 82.64 ± 1.06

Average: 77.52%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 58.87 ± 1.72
mc2 72.91 ± 1.46

Average: 72.91%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.89 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 64.23 ± 2.50
bigbench_disambiguation_qa 0 multiple_choice_grade 45.74 ± 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 34.00 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.57 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 48.80 ± 2.24
bigbench_navigate 0 multiple_choice_grade 58.30 ± 1.56
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.55 ± 1.01
bigbench_ruin_names 0 multiple_choice_grade 54.69 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 34.17 ± 1.50
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 75.35 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 51.50 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.24 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.31 ± 0.94
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 48.63%

Average score: 61.11%

Elapsed time: 03:00:54

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