OrpoLlama-3-8B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
OrpoLlama-3-8B	34.17	70.59	52.39	37.36	48.63

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	28.35	±	2.83
agieval_logiqa_en	0	acc	30.26	±	1.80
		acc_norm	33.03	±	1.84
agieval_lsat_ar	0	acc	20.43	±	2.66
		acc_norm	19.57	±	2.62
agieval_lsat_lr	0	acc	38.82	±	2.16
		acc_norm	34.51	±	2.11
agieval_lsat_rc	0	acc	52.79	±	3.05
		acc_norm	41.64	±	3.01
agieval_sat_en	0	acc	63.59	±	3.36
		acc_norm	53.40	±	3.48
agieval_sat_en_without_passage	0	acc	36.89	±	3.37
		acc_norm	31.07	±	3.23
agieval_sat_math	0	acc	38.64	±	3.29
		acc_norm	31.82	±	3.15

Average: 34.17%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	49.66	±	1.46
		acc_norm	52.13	±	1.46
arc_easy	0	acc	79.92	±	0.82
		acc_norm	80.47	±	0.81
boolq	1	acc	80.21	±	0.70
hellaswag	0	acc	60.80	±	0.49
		acc_norm	80.24	±	0.40
openbookqa	0	acc	33.40	±	2.11
		acc_norm	44.40	±	2.22
piqa	0	acc	80.14	±	0.93
		acc_norm	80.96	±	0.92
winogrande	0	acc	75.69	±	1.21

Average: 70.59%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	34.88	±	1.67
		mc2	52.39	±	1.47

Average: 52.39%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	52.63	±	3.63
bigbench_date_understanding	0	multiple_choice_grade	68.83	±	2.41
bigbench_disambiguation_qa	0	multiple_choice_grade	34.11	±	2.96
bigbench_geometric_shapes	0	multiple_choice_grade	18.66	±	2.06
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	28.20	±	2.01
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	21.71	±	1.56
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	45.00	±	2.88
bigbench_movie_recommendation	0	multiple_choice_grade	30.40	±	2.06
bigbench_navigate	0	multiple_choice_grade	50.30	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	59.10	±	1.10
bigbench_ruin_names	0	multiple_choice_grade	33.26	±	2.23
bigbench_salient_translation_error_detection	0	multiple_choice_grade	26.05	±	1.39
bigbench_snarks	0	multiple_choice_grade	45.30	±	3.71
bigbench_sports_understanding	0	multiple_choice_grade	51.12	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	24.80	±	1.37
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.60	±	1.16
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.40	±	0.89
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	45.00	±	2.88

Average: 37.36%

Average score: 48.63%

Elapsed time: 02:15:30