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Created February 14, 2024 02:21
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Omningotex-7b-slerp 44.9 77.36 76.59 49.04 61.97

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.77 ± 2.78
acc_norm 24.02 ± 2.69
agieval_logiqa_en 0 acc 39.48 ± 1.92
acc_norm 39.94 ± 1.92
agieval_lsat_ar 0 acc 25.22 ± 2.87
acc_norm 24.35 ± 2.84
agieval_lsat_lr 0 acc 54.31 ± 2.21
acc_norm 54.71 ± 2.21
agieval_lsat_rc 0 acc 66.91 ± 2.87
acc_norm 65.80 ± 2.90
agieval_sat_en 0 acc 78.16 ± 2.89
acc_norm 77.67 ± 2.91
agieval_sat_en_without_passage 0 acc 43.20 ± 3.46
acc_norm 42.23 ± 3.45
agieval_sat_math 0 acc 32.73 ± 3.17
acc_norm 30.45 ± 3.11

Average: 44.9%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 67.75 ± 1.37
acc_norm 68.00 ± 1.36
arc_easy 0 acc 86.83 ± 0.69
acc_norm 80.56 ± 0.81
boolq 1 acc 87.77 ± 0.57
hellaswag 0 acc 70.03 ± 0.46
acc_norm 87.36 ± 0.33
openbookqa 0 acc 40.40 ± 2.20
acc_norm 50.00 ± 2.24
piqa 0 acc 83.68 ± 0.86
acc_norm 85.42 ± 0.82
winogrande 0 acc 82.40 ± 1.07

Average: 77.36%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 61.57 ± 1.7
mc2 76.59 ± 1.4

Average: 76.59%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 59.47 ± 3.57
bigbench_date_understanding 0 multiple_choice_grade 61.79 ± 2.53
bigbench_disambiguation_qa 0 multiple_choice_grade 53.49 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 23.12 ± 2.23
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 23.43 ± 1.60
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 50.60 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.40 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.60 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 53.35 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 37.68 ± 1.53
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 75.56 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 51.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.52 ± 1.20
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.71 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 49.04%

Average score: 61.97%

Elapsed time: 02:07:00

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