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@mlabonne
Created May 1, 2024 20:23
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Model AGIEval GPT4All TruthfulQA Bigbench Average
ChimeraLlama-3-8B-v2 41.01 71.11 55.48 44.26 52.96

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 29.92 ± 2.88
acc_norm 27.56 ± 2.81
agieval_logiqa_en 0 acc 37.48 ± 1.90
acc_norm 37.63 ± 1.90
agieval_lsat_ar 0 acc 21.30 ± 2.71
acc_norm 22.17 ± 2.75
agieval_lsat_lr 0 acc 43.73 ± 2.20
acc_norm 42.55 ± 2.19
agieval_lsat_rc 0 acc 59.11 ± 3.00
acc_norm 56.88 ± 3.03
agieval_sat_en 0 acc 67.96 ± 3.26
acc_norm 67.48 ± 3.27
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 38.83 ± 3.40
agieval_sat_math 0 acc 40.91 ± 3.32
acc_norm 35.00 ± 3.22

Average: 41.01%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 53.92 ± 1.46
acc_norm 57.68 ± 1.44
arc_easy 0 acc 82.15 ± 0.79
acc_norm 79.63 ± 0.83
boolq 1 acc 84.28 ± 0.64
hellaswag 0 acc 59.60 ± 0.49
acc_norm 78.42 ± 0.41
openbookqa 0 acc 34.60 ± 2.13
acc_norm 44.60 ± 2.23
piqa 0 acc 79.05 ± 0.95
acc_norm 80.47 ± 0.92
winogrande 0 acc 72.69 ± 1.25

Average: 71.11%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 38.43 ± 1.70
mc2 55.48 ± 1.53

Average: 55.48%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.42 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 69.92 ± 2.39
bigbench_disambiguation_qa 0 multiple_choice_grade 32.56 ± 2.92
bigbench_geometric_shapes 0 multiple_choice_grade 36.77 ± 2.55
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 30.20 ± 2.06
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 22.43 ± 1.58
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 58.33 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 34.60 ± 2.13
bigbench_navigate 0 multiple_choice_grade 54.30 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 64.00 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 50.45 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 26.35 ± 1.40
bigbench_snarks 0 multiple_choice_grade 56.91 ± 3.69
bigbench_sports_understanding 0 multiple_choice_grade 50.41 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 53.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.16 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.37 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 58.33 ± 2.85

Average: 44.26%

Average score: 52.96%

Elapsed time: 04:00:05

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