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@mlabonne
Last active May 28, 2024 12:51
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Model AGIEval GPT4All TruthfulQA Bigbench Average
NeuralLlama-3-8B-Instruct-abliterated 41.6 69.95 54.22 43.26 52.26

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.95 ± 2.82
acc_norm 25.20 ± 2.73
agieval_logiqa_en 0 acc 37.02 ± 1.89
acc_norm 39.94 ± 1.92
agieval_lsat_ar 0 acc 21.74 ± 2.73
acc_norm 20.00 ± 2.64
agieval_lsat_lr 0 acc 44.12 ± 2.20
acc_norm 43.33 ± 2.20
agieval_lsat_rc 0 acc 60.59 ± 2.98
acc_norm 56.88 ± 3.03
agieval_sat_en 0 acc 69.42 ± 3.22
acc_norm 68.45 ± 3.25
agieval_sat_en_without_passage 0 acc 43.20 ± 3.46
acc_norm 41.75 ± 3.44
agieval_sat_math 0 acc 42.73 ± 3.34
acc_norm 37.27 ± 3.27

Average: 41.6%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 54.10 ± 1.46
acc_norm 56.74 ± 1.45
arc_easy 0 acc 81.40 ± 0.80
acc_norm 79.38 ± 0.83
boolq 1 acc 82.69 ± 0.66
hellaswag 0 acc 58.18 ± 0.49
acc_norm 76.79 ± 0.42
openbookqa 0 acc 33.60 ± 2.11
acc_norm 43.20 ± 2.22
piqa 0 acc 78.78 ± 0.95
acc_norm 78.73 ± 0.95
winogrande 0 acc 72.14 ± 1.26

Average: 69.95%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 36.96 ± 1.69
mc2 54.22 ± 1.51

Average: 54.22%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 53.68 ± 3.63
bigbench_date_understanding 0 multiple_choice_grade 68.29 ± 2.43
bigbench_disambiguation_qa 0 multiple_choice_grade 33.72 ± 2.95
bigbench_geometric_shapes 0 multiple_choice_grade 28.13 ± 2.38
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.00 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.29 ± 1.60
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 33.20 ± 2.11
bigbench_navigate 0 multiple_choice_grade 52.40 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 64.45 ± 1.07
bigbench_ruin_names 0 multiple_choice_grade 43.75 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 25.25 ± 1.38
bigbench_snarks 0 multiple_choice_grade 52.49 ± 3.72
bigbench_sports_understanding 0 multiple_choice_grade 50.30 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 56.40 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 21.92 ± 1.17
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.37 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 43.26%

Average score: 52.26%

Elapsed time: 02:36:20

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