NeuralOmni-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralOmni-7B	45.8	77.5	74.51	49.8	61.9

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	30.31	±	2.89
		acc_norm	27.95	±	2.82
agieval_logiqa_en	0	acc	39.17	±	1.91
		acc_norm	38.56	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	53.33	±	2.21
		acc_norm	53.92	±	2.21
agieval_lsat_rc	0	acc	67.66	±	2.86
		acc_norm	66.91	±	2.87
agieval_sat_en	0	acc	79.61	±	2.81
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	31.82	±	3.15

Average: 45.8%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.89	±	1.38
		acc_norm	68.94	±	1.35
arc_easy	0	acc	87.29	±	0.68
		acc_norm	82.79	±	0.77
boolq	1	acc	87.80	±	0.57
hellaswag	0	acc	69.20	±	0.46
		acc_norm	87.28	±	0.33
openbookqa	0	acc	38.80	±	2.18
		acc_norm	49.40	±	2.24
piqa	0	acc	83.03	±	0.88
		acc_norm	85.64	±	0.82
winogrande	0	acc	80.66	±	1.11

Average: 77.5%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	60.10	±	1.71
		mc2	74.51	±	1.43

Average: 74.51%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	56.32	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	62.60	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	49.22	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.60	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.57	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	53.80	±	2.23
bigbench_navigate	0	multiple_choice_grade	56.50	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.55	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	56.92	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.78	±	1.56
bigbench_snarks	0	multiple_choice_grade	72.38	±	3.33
bigbench_sports_understanding	0	multiple_choice_grade	75.86	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	58.10	±	1.56
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.20	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.60	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.33	±	2.84

Average: 49.8%

Average score: 61.9%

Elapsed time: 02:24:32