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Forked from mlabonne/BeagleSempra-7B-Nous.md
Created February 19, 2024 00:04
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Model AGIEval GPT4All TruthfulQA Bigbench Average
BeagleSempra-7B 45.56 77.44 73.35 49.15 61.38

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.56 ± 2.81
acc_norm 24.80 ± 2.72
agieval_logiqa_en 0 acc 39.17 ± 1.91
acc_norm 40.09 ± 1.92
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 52.16 ± 2.21
acc_norm 54.12 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 65.43 ± 2.91
agieval_sat_en 0 acc 80.58 ± 2.76
acc_norm 79.61 ± 2.81
agieval_sat_en_without_passage 0 acc 45.63 ± 3.48
acc_norm 45.15 ± 3.48
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 31.82 ± 3.15

Average: 45.56%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.21 ± 1.38
acc_norm 67.49 ± 1.37
arc_easy 0 acc 87.58 ± 0.68
acc_norm 84.18 ± 0.75
boolq 1 acc 87.92 ± 0.57
hellaswag 0 acc 68.21 ± 0.46
acc_norm 86.73 ± 0.34
openbookqa 0 acc 39.40 ± 2.19
acc_norm 49.40 ± 2.24
piqa 0 acc 83.13 ± 0.87
acc_norm 85.47 ± 0.82
winogrande 0 acc 80.90 ± 1.10

Average: 77.44%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 57.41 ± 1.73
mc2 73.35 ± 1.44

Average: 73.35%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.32 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 65.04 ± 2.49
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 0.28 ± 0.28
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.00 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.86 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.33 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 49.00 ± 2.24
bigbench_navigate 0 multiple_choice_grade 57.70 ± 1.56
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.80 ± 1.01
bigbench_ruin_names 0 multiple_choice_grade 54.69 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 31.86 ± 1.48
bigbench_snarks 0 multiple_choice_grade 72.93 ± 3.31
bigbench_sports_understanding 0 multiple_choice_grade 76.27 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 54.40 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.28 ± 1.20
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.66 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.33 ± 2.84

Average: 49.15%

Average score: 61.38%

Elapsed time: 03:40:09

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