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@mlabonne
Created April 21, 2024 03:37
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Model AGIEval GPT4All TruthfulQA Bigbench Average
opus-v1.2-llama-3-8b 37.9 70.55 50.45 42.16 50.26

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.35 ± 2.83
acc_norm 25.20 ± 2.73
agieval_logiqa_en 0 acc 33.03 ± 1.84
acc_norm 35.48 ± 1.88
agieval_lsat_ar 0 acc 19.13 ± 2.60
acc_norm 19.13 ± 2.60
agieval_lsat_lr 0 acc 39.22 ± 2.16
acc_norm 37.84 ± 2.15
agieval_lsat_rc 0 acc 55.76 ± 3.03
acc_norm 52.04 ± 3.05
agieval_sat_en 0 acc 64.08 ± 3.35
acc_norm 59.22 ± 3.43
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 38.83 ± 3.40
agieval_sat_math 0 acc 38.64 ± 3.29
acc_norm 35.45 ± 3.23

Average: 37.9%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 53.16 ± 1.46
acc_norm 57.17 ± 1.45
arc_easy 0 acc 81.78 ± 0.79
acc_norm 80.13 ± 0.82
boolq 1 acc 84.04 ± 0.64
hellaswag 0 acc 58.34 ± 0.49
acc_norm 77.18 ± 0.42
openbookqa 0 acc 34.40 ± 2.13
acc_norm 43.40 ± 2.22
piqa 0 acc 79.76 ± 0.94
acc_norm 79.49 ± 0.94
winogrande 0 acc 72.45 ± 1.26

Average: 70.55%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 33.29 ± 1.65
mc2 50.45 ± 1.48

Average: 50.45%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 53.68 ± 3.63
bigbench_date_understanding 0 multiple_choice_grade 70.19 ± 2.38
bigbench_disambiguation_qa 0 multiple_choice_grade 32.95 ± 2.93
bigbench_geometric_shapes 0 multiple_choice_grade 27.58 ± 2.36
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 20.43 ± 1.52
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.67 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 32.60 ± 2.10
bigbench_navigate 0 multiple_choice_grade 49.90 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 64.20 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 39.06 ± 2.31
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.05 ± 1.37
bigbench_snarks 0 multiple_choice_grade 53.04 ± 3.72
bigbench_sports_understanding 0 multiple_choice_grade 50.30 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 50.80 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.08 ± 1.17
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.49 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.67 ± 2.84

Average: 42.16%

Average score: 50.26%

Elapsed time: 05:41:59

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