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Created January 25, 2024 20:54
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Model AGIEval GPT4All TruthfulQA Bigbench Average
guanaco-7B-HF 23.12 66.85 38.92 32.64 40.38

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 19.69 ± 2.50
acc_norm 20.08 ± 2.52
agieval_logiqa_en 0 acc 22.73 ± 1.64
acc_norm 29.19 ± 1.78
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 18.70 ± 2.58
agieval_lsat_lr 0 acc 21.37 ± 1.82
acc_norm 22.16 ± 1.84
agieval_lsat_rc 0 acc 13.75 ± 2.10
acc_norm 16.73 ± 2.28
agieval_sat_en 0 acc 35.44 ± 3.34
acc_norm 28.64 ± 3.16
agieval_sat_en_without_passage 0 acc 33.50 ± 3.30
acc_norm 27.67 ± 3.12
agieval_sat_math 0 acc 24.09 ± 2.89
acc_norm 21.82 ± 2.79

Average: 23.12%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 44.11 ± 1.45
acc_norm 46.33 ± 1.46
arc_easy 0 acc 75.21 ± 0.89
acc_norm 70.75 ± 0.93
boolq 1 acc 77.52 ± 0.73
hellaswag 0 acc 59.61 ± 0.49
acc_norm 78.36 ± 0.41
openbookqa 0 acc 37.20 ± 2.16
acc_norm 46.40 ± 2.23
piqa 0 acc 79.00 ± 0.95
acc_norm 79.00 ± 0.95
winogrande 0 acc 69.61 ± 1.29

Average: 66.85%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 24.72 ± 1.51
mc2 38.92 ± 1.45

Average: 38.92%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 51.58 ± 3.64
bigbench_date_understanding 0 multiple_choice_grade 61.52 ± 2.54
bigbench_disambiguation_qa 0 multiple_choice_grade 25.58 ± 2.72
bigbench_geometric_shapes 0 multiple_choice_grade 6.96 ± 1.35
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 22.80 ± 1.88
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 16.71 ± 1.41
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 38.00 ± 2.81
bigbench_movie_recommendation 0 multiple_choice_grade 24.20 ± 1.92
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 38.45 ± 1.09
bigbench_ruin_names 0 multiple_choice_grade 35.71 ± 2.27
bigbench_salient_translation_error_detection 0 multiple_choice_grade 17.33 ± 1.20
bigbench_snarks 0 multiple_choice_grade 53.04 ± 3.72
bigbench_sports_understanding 0 multiple_choice_grade 49.70 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 24.60 ± 1.36
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 19.52 ± 1.12
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 13.89 ± 0.83
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 38.00 ± 2.81

Average: 32.64%

Average score: 40.38%

Elapsed time: 02:34:32

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