neuronovo-7B-v0.2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
neuronovo-7B-v0.2	44.95	76.49	71.57	47.48	60.12

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	25.98	±	2.76
		acc_norm	25.59	±	2.74
agieval_logiqa_en	0	acc	37.48	±	1.90
		acc_norm	38.71	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	49.61	±	2.22
		acc_norm	51.76	±	2.21
agieval_lsat_rc	0	acc	65.43	±	2.91
		acc_norm	63.20	±	2.95
agieval_sat_en	0	acc	79.61	±	2.81
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	46.12	±	3.48
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	34.09	±	3.20
		acc_norm	32.27	±	3.16

Average: 44.95%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.83	±	1.37
		acc_norm	67.92	±	1.36
arc_easy	0	acc	87.12	±	0.69
		acc_norm	81.44	±	0.80
boolq	1	acc	87.43	±	0.58
hellaswag	0	acc	70.14	±	0.46
		acc_norm	86.43	±	0.34
openbookqa	0	acc	38.40	±	2.18
		acc_norm	49.00	±	2.24
piqa	0	acc	83.84	±	0.86
		acc_norm	84.82	±	0.84
winogrande	0	acc	78.37	±	1.16

Average: 76.49%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.89	±	1.73
		mc2	71.57	±	1.49

Average: 71.57%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	62.60	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	42.25	±	3.08
bigbench_geometric_shapes	0	multiple_choice_grade	24.51	±	2.27
		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	22.57	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.00	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	54.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	54.90	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.05	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	50.89	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.98	±	1.56
bigbench_snarks	0	multiple_choice_grade	69.06	±	3.45
bigbench_sports_understanding	0	multiple_choice_grade	73.73	±	1.40
bigbench_temporal_sequences	0	multiple_choice_grade	48.10	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.40	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.03	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.00	±	2.86

Average: 47.48%

Average score: 60.12%

Elapsed time: 05:32:08