OrpoLlama-3-8B-Nous-1k.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
OrpoLlama-3-8B	31.56	70.19	48.11	37.17	46.76

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	20.47	±	2.54
		acc_norm	23.23	±	2.65
agieval_logiqa_en	0	acc	28.11	±	1.76
		acc_norm	33.49	±	1.85
agieval_lsat_ar	0	acc	18.26	±	2.55
		acc_norm	21.74	±	2.73
agieval_lsat_lr	0	acc	36.27	±	2.13
		acc_norm	30.98	±	2.05
agieval_lsat_rc	0	acc	44.61	±	3.04
		acc_norm	34.20	±	2.90
agieval_sat_en	0	acc	59.22	±	3.43
		acc_norm	45.63	±	3.48
agieval_sat_en_without_passage	0	acc	38.83	±	3.40
		acc_norm	28.64	±	3.16
agieval_sat_math	0	acc	41.82	±	3.33
		acc_norm	34.55	±	3.21

Average: 31.56%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	50.17	±	1.46
		acc_norm	53.84	±	1.46
arc_easy	0	acc	80.51	±	0.81
		acc_norm	77.99	±	0.85
boolq	1	acc	81.71	±	0.68
hellaswag	0	acc	60.31	±	0.49
		acc_norm	78.99	±	0.41
openbookqa	0	acc	34.60	±	2.13
		acc_norm	44.60	±	2.23
piqa	0	acc	79.82	±	0.94
		acc_norm	80.96	±	0.92
winogrande	0	acc	73.24	±	1.24

Average: 70.19%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	30.84	±	1.62
		mc2	48.11	±	1.45

Average: 48.11%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	56.84	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	69.11	±	2.41
bigbench_disambiguation_qa	0	multiple_choice_grade	31.78	±	2.90
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	27.20	±	1.99
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.43	±	1.52
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	43.00	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	31.40	±	2.08
bigbench_navigate	0	multiple_choice_grade	52.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	57.10	±	1.11
bigbench_ruin_names	0	multiple_choice_grade	29.24	±	2.15
bigbench_salient_translation_error_detection	0	multiple_choice_grade	25.15	±	1.37
bigbench_snarks	0	multiple_choice_grade	46.41	±	3.72
bigbench_sports_understanding	0	multiple_choice_grade	51.01	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	25.90	±	1.39
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.12	±	1.15
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.77	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	43.00	±	2.86

Average: 37.17%

Average score: 46.76%

Elapsed time: 06:20:48