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@tosh
Created April 5, 2024 10:42
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Model AGIEval GPT4All TruthfulQA Bigbench Average
dolphin-2.8-mistral-7b-v02 38.99 72.22 51.96 40.41 50.9

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 21.65 ± 2.59
acc_norm 20.47 ± 2.54
agieval_logiqa_en 0 acc 35.79 ± 1.88
acc_norm 36.10 ± 1.88
agieval_lsat_ar 0 acc 20.43 ± 2.66
acc_norm 20.00 ± 2.64
agieval_lsat_lr 0 acc 37.65 ± 2.15
acc_norm 38.43 ± 2.16
agieval_lsat_rc 0 acc 53.90 ± 3.04
acc_norm 50.56 ± 3.05
agieval_sat_en 0 acc 74.27 ± 3.05
acc_norm 71.36 ± 3.16
agieval_sat_en_without_passage 0 acc 42.23 ± 3.45
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 35.91 ± 3.24
acc_norm 31.82 ± 3.15

Average: 38.99%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 52.90 ± 1.46
acc_norm 55.97 ± 1.45
arc_easy 0 acc 82.32 ± 0.78
acc_norm 79.12 ± 0.83
boolq 1 acc 86.33 ± 0.60
hellaswag 0 acc 62.54 ± 0.48
acc_norm 81.13 ± 0.39
openbookqa 0 acc 32.80 ± 2.10
acc_norm 45.00 ± 2.23
piqa 0 acc 80.90 ± 0.92
acc_norm 83.24 ± 0.87
winogrande 0 acc 74.74 ± 1.22

Average: 72.22%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 35.13 ± 1.67
mc2 51.96 ± 1.49

Average: 51.96%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 54.21 ± 3.62
bigbench_date_understanding 0 multiple_choice_grade 68.02 ± 2.43
bigbench_disambiguation_qa 0 multiple_choice_grade 39.53 ± 3.05
bigbench_geometric_shapes 0 multiple_choice_grade 20.33 ± 2.13
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 27.40 ± 2.00
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.86 ± 1.51
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 45.00 ± 2.88
bigbench_movie_recommendation 0 multiple_choice_grade 36.00 ± 2.15
bigbench_navigate 0 multiple_choice_grade 50.40 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 62.25 ± 1.08
bigbench_ruin_names 0 multiple_choice_grade 39.51 ± 2.31
bigbench_salient_translation_error_detection 0 multiple_choice_grade 26.55 ± 1.40
bigbench_snarks 0 multiple_choice_grade 63.54 ± 3.59
bigbench_sports_understanding 0 multiple_choice_grade 61.66 ± 1.55
bigbench_temporal_sequences 0 multiple_choice_grade 29.50 ± 1.44
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.24 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 16.34 ± 0.88
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 45.00 ± 2.88

Average: 40.41%

Average score: 50.9%

Elapsed time: 02:20:46

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