Skip to content

Instantly share code, notes, and snippets.

@mlabonne
Created January 15, 2024 11:18
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 1 You must be signed in to fork a gist
  • Save mlabonne/cbeb077d1df71cb81c78f742f19f4155 to your computer and use it in GitHub Desktop.
Save mlabonne/cbeb077d1df71cb81c78f742f19f4155 to your computer and use it in GitHub Desktop.
Model AGIEval GPT4All TruthfulQA Bigbench Average
NeuralDaredevil-7B 45.23 76.2 67.61 48.52 59.39

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 41.32 ± 1.93
acc_norm 41.32 ± 1.93
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 26.09 ± 2.90
agieval_lsat_lr 0 acc 52.75 ± 2.21
acc_norm 53.73 ± 2.21
agieval_lsat_rc 0 acc 64.68 ± 2.92
acc_norm 64.31 ± 2.93
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 79.13 ± 2.84
agieval_sat_en_without_passage 0 acc 45.15 ± 3.48
acc_norm 43.69 ± 3.46
agieval_sat_math 0 acc 33.18 ± 3.18
acc_norm 29.55 ± 3.08

Average: 45.23%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 63.74 ± 1.40
acc_norm 65.78 ± 1.39
arc_easy 0 acc 86.36 ± 0.70
acc_norm 83.08 ± 0.77
boolq 1 acc 87.86 ± 0.57
hellaswag 0 acc 68.01 ± 0.47
acc_norm 85.82 ± 0.35
openbookqa 0 acc 37.80 ± 2.17
acc_norm 47.40 ± 2.24
piqa 0 acc 83.24 ± 0.87
acc_norm 84.77 ± 0.84
winogrande 0 acc 78.69 ± 1.15

Average: 76.2%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 52.39 ± 1.75
mc2 67.61 ± 1.50

Average: 67.61%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.89 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 66.94 ± 2.45
bigbench_disambiguation_qa 0 multiple_choice_grade 41.09 ± 3.07
bigbench_geometric_shapes 0 multiple_choice_grade 22.56 ± 2.21
exact_str_match 1.11 ± 0.55
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.40 ± 2.13
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.14 ± 1.62
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 56.33 ± 2.87
bigbench_movie_recommendation 0 multiple_choice_grade 43.60 ± 2.22
bigbench_navigate 0 multiple_choice_grade 55.60 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 72.25 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 56.03 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.38 ± 1.55
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 75.15 ± 1.38
bigbench_temporal_sequences 0 multiple_choice_grade 57.20 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.88 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.17 ± 0.92
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 56.33 ± 2.87

Average: 48.52%

Average score: 59.39%

Elapsed time: 02:02:33

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment