dpo-binarized-NeutrixOmnibe-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
dpo-binarized-NeutrixOmnibe-7B	44.96	77.3	77.24	49.1	62.15

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	40.40	±	1.92
agieval_lsat_ar	0	acc	26.09	±	2.90
		acc_norm	25.22	±	2.87
agieval_lsat_lr	0	acc	53.73	±	2.21
		acc_norm	54.51	±	2.21
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	29.55	±	3.08

Average: 44.96%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.98	±	1.37
		acc_norm	67.83	±	1.37
arc_easy	0	acc	86.36	±	0.70
		acc_norm	80.01	±	0.82
boolq	1	acc	87.61	±	0.58
hellaswag	0	acc	70.16	±	0.46
		acc_norm	87.49	±	0.33
openbookqa	0	acc	40.40	±	2.20
		acc_norm	50.20	±	2.24
piqa	0	acc	83.24	±	0.87
		acc_norm	85.42	±	0.82
winogrande	0	acc	82.56	±	1.07

Average: 77.3%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	61.57	±	1.70
		mc2	77.24	±	1.39

Average: 77.24%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	62.33	±	2.53
bigbench_disambiguation_qa	0	multiple_choice_grade	55.81	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.40	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.86	±	1.59
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.00	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	50.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.10	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.40	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	54.69	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	37.78	±	1.54
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	75.46	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	51.70	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.48	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.86	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.00	±	2.84

Average: 49.1%

Average score: 62.15%

Elapsed time: 03:52:21