T3Q-Mistral-Orca-Math-DPO-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
T3Q-Mistral-Orca-Math-DPO	44.41	76.83	78.78	49.43	62.36

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.63	±	1.92
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	52.55	±	2.21
		acc_norm	53.53	±	2.21
agieval_lsat_rc	0	acc	63.57	±	2.94
		acc_norm	64.68	±	2.92
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	30.91	±	3.12

Average: 44.41%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.38	±	1.38
		acc_norm	66.81	±	1.38
arc_easy	0	acc	86.15	±	0.71
		acc_norm	79.46	±	0.83
boolq	1	acc	87.55	±	0.58
hellaswag	0	acc	70.07	±	0.46
		acc_norm	87.57	±	0.33
openbookqa	0	acc	40.60	±	2.20
		acc_norm	49.00	±	2.24
piqa	0	acc	83.24	±	0.87
		acc_norm	84.93	±	0.83
winogrande	0	acc	82.48	±	1.07

Average: 76.83%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.40	±	1.69
		mc2	78.78	±	1.35

Average: 78.78%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	60.98	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	54.26	±	3.11
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	33.00	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.14	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	52.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.90	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.90	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.92	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.38	±	1.55
bigbench_snarks	0	multiple_choice_grade	74.59	±	3.25
bigbench_sports_understanding	0	multiple_choice_grade	75.25	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	54.20	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.36	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.51	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 49.43%

Average score: 62.36%

Elapsed time: 03:00:43