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@mlabonne
Last active January 5, 2024 08:24
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Model AGIEval GPT4ALL TruthfulQA Bigbench Average
Marcoro14-7B-slerp 44.66 76.24 64.15 45.64 57.67

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.38 ± 2.77
acc_norm 24.41 ± 2.70
agieval_logiqa_en 0 acc 38.25 ± 1.91
acc_norm 39.32 ± 1.92
agieval_lsat_ar 0 acc 24.35 ± 2.84
acc_norm 25.22 ± 2.87
agieval_lsat_lr 0 acc 50.00 ± 2.22
acc_norm 50.59 ± 2.22
agieval_lsat_rc 0 acc 62.83 ± 2.95
acc_norm 62.08 ± 2.96
agieval_sat_en 0 acc 79.61 ± 2.81
acc_norm 79.61 ± 2.81
agieval_sat_en_without_passage 0 acc 45.15 ± 3.48
acc_norm 45.63 ± 3.48
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 30.45 ± 3.11

Average: 44.66%

GPT4ALL

Task Version Metric Value Stderr
arc_challenge 0 acc 63.91 ± 1.40
acc_norm 64.93 ± 1.39
arc_easy 0 acc 86.07 ± 0.71
acc_norm 83.75 ± 0.76
boolq 1 acc 88.56 ± 0.56
hellaswag 0 acc 67.31 ± 0.47
acc_norm 85.28 ± 0.35
openbookqa 0 acc 36.40 ± 2.15
acc_norm 48.20 ± 2.24
piqa 0 acc 82.59 ± 0.88
acc_norm 84.39 ± 0.85
winogrande 0 acc 78.53 ± 1.15

Average: 76.24%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 46.88 ± 1.75
mc2 64.15 ± 1.52

Average: 64.15%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.32 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 66.40 ± 2.46
bigbench_disambiguation_qa 0 multiple_choice_grade 45.35 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 20.33 ± 2.13
exact_str_match 4.74 ± 1.12
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 30.00 ± 2.05
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 21.43 ± 1.55
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 52.33 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 39.20 ± 2.19
bigbench_navigate 0 multiple_choice_grade 53.90 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 72.15 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 52.46 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.75 ± 1.38
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 73.63 ± 1.40
bigbench_temporal_sequences 0 multiple_choice_grade 45.70 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.44 ± 1.20
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.51 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 52.33 ± 2.89

Average: 45.64%

Average score: 57.67%

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