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@mlabonne
Created May 1, 2024 19:26
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Model AGIEval GPT4All TruthfulQA Bigbench Average
ChimeraLlama-3-8B-v3 42.11 71.48 55.03 43.87 53.12

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 36.25 ± 1.89
acc_norm 38.10 ± 1.90
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 20.43 ± 2.66
agieval_lsat_lr 0 acc 42.94 ± 2.19
acc_norm 44.12 ± 2.20
agieval_lsat_rc 0 acc 63.20 ± 2.95
acc_norm 60.22 ± 2.99
agieval_sat_en 0 acc 68.93 ± 3.23
acc_norm 70.39 ± 3.19
agieval_sat_en_without_passage 0 acc 43.20 ± 3.46
acc_norm 41.26 ± 3.44
agieval_sat_math 0 acc 41.36 ± 3.33
acc_norm 36.36 ± 3.25

Average: 42.11%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 56.23 ± 1.45
acc_norm 59.47 ± 1.43
arc_easy 0 acc 83.16 ± 0.77
acc_norm 81.82 ± 0.79
boolq 1 acc 84.04 ± 0.64
hellaswag 0 acc 59.78 ± 0.49
acc_norm 78.39 ± 0.41
openbookqa 0 acc 35.00 ± 2.14
acc_norm 43.80 ± 2.22
piqa 0 acc 79.60 ± 0.94
acc_norm 80.25 ± 0.93
winogrande 0 acc 72.61 ± 1.25

Average: 71.48%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 37.82 ± 1.70
mc2 55.03 ± 1.52

Average: 55.03%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 53.16 ± 3.63
bigbench_date_understanding 0 multiple_choice_grade 68.56 ± 2.42
bigbench_disambiguation_qa 0 multiple_choice_grade 33.33 ± 2.94
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 33.60 ± 2.11
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.57 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 63.00 ± 2.79
bigbench_movie_recommendation 0 multiple_choice_grade 32.20 ± 2.09
bigbench_navigate 0 multiple_choice_grade 53.20 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 65.65 ± 1.06
bigbench_ruin_names 0 multiple_choice_grade 47.10 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 26.05 ± 1.39
bigbench_snarks 0 multiple_choice_grade 55.80 ± 3.70
bigbench_sports_understanding 0 multiple_choice_grade 50.41 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 55.50 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.72 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.77 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 63.00 ± 2.79

Average: 43.87%

Average score: 53.12%

Elapsed time: 03:01:43

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