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@mlabonne
Created January 30, 2024 11:54
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Model AGIEval GPT4All TruthfulQA Bigbench Average
WestBeagle-7B-gen3 45.74 77.28 72.29 49.23 61.13

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.17 ± 2.80
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 39.48 ± 1.92
acc_norm 39.17 ± 1.91
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 25.22 ± 2.87
agieval_lsat_lr 0 acc 52.16 ± 2.21
acc_norm 53.73 ± 2.21
agieval_lsat_rc 0 acc 66.54 ± 2.88
acc_norm 65.06 ± 2.91
agieval_sat_en 0 acc 80.58 ± 2.76
acc_norm 80.58 ± 2.76
agieval_sat_en_without_passage 0 acc 45.15 ± 3.48
acc_norm 46.12 ± 3.48
agieval_sat_math 0 acc 31.82 ± 3.15
acc_norm 30.45 ± 3.11

Average: 45.74%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.89 ± 1.38
acc_norm 67.49 ± 1.37
arc_easy 0 acc 87.67 ± 0.67
acc_norm 84.13 ± 0.75
boolq 1 acc 87.83 ± 0.57
hellaswag 0 acc 68.16 ± 0.46
acc_norm 86.59 ± 0.34
openbookqa 0 acc 39.20 ± 2.19
acc_norm 49.40 ± 2.24
piqa 0 acc 83.24 ± 0.87
acc_norm 85.31 ± 0.83
winogrande 0 acc 80.19 ± 1.12

Average: 77.28%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 57.53 ± 1.73
mc2 72.29 ± 1.45

Average: 72.29%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.84 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 65.31 ± 2.48
bigbench_disambiguation_qa 0 multiple_choice_grade 48.84 ± 3.12
bigbench_geometric_shapes 0 multiple_choice_grade 22.84 ± 2.22
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.40 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.43 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 62.33 ± 2.80
bigbench_movie_recommendation 0 multiple_choice_grade 48.40 ± 2.24
bigbench_navigate 0 multiple_choice_grade 57.00 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 72.35 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 54.91 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 32.06 ± 1.48
bigbench_snarks 0 multiple_choice_grade 71.27 ± 3.37
bigbench_sports_understanding 0 multiple_choice_grade 75.66 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 54.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.96 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 20.11 ± 0.96
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 62.33 ± 2.80

Average: 49.23%

Average score: 61.13%

Elapsed time: 02:57:35

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