NeuralTrix-v4-bf16-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-v4-bf16	44.22	76.33	79.5	49.43	62.37

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	26.77	±	2.78
agieval_logiqa_en	0	acc	37.33	±	1.90
		acc_norm	37.48	±	1.90
agieval_lsat_ar	0	acc	21.30	±	2.71
		acc_norm	20.43	±	2.66
agieval_lsat_lr	0	acc	52.16	±	2.21
		acc_norm	53.14	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	66.17	±	2.89
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	76.70	±	2.95
agieval_sat_en_without_passage	0	acc	41.26	±	3.44
		acc_norm	40.78	±	3.43
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	32.27	±	3.16

Average: 44.22%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.53	±	1.39
		acc_norm	67.06	±	1.37
arc_easy	0	acc	84.39	±	0.74
		acc_norm	77.44	±	0.86
boolq	1	acc	87.13	±	0.59
hellaswag	0	acc	70.81	±	0.45
		acc_norm	87.88	±	0.33
openbookqa	0	acc	40.80	±	2.20
		acc_norm	49.00	±	2.24
piqa	0	acc	82.15	±	0.89
		acc_norm	83.08	±	0.87
winogrande	0	acc	82.72	±	1.06

Average: 76.33%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.65	±	1.68
		mc2	79.50	±	1.35

Average: 79.5%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	58.27	±	2.57
bigbench_disambiguation_qa	0	multiple_choice_grade	59.69	±	3.06
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	31.00	±	2.07
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.57	±	1.53
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	54.80	±	2.23
bigbench_navigate	0	multiple_choice_grade	54.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	65.75	±	1.06
bigbench_ruin_names	0	multiple_choice_grade	55.80	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.78	±	1.56
bigbench_snarks	0	multiple_choice_grade	75.14	±	3.22
bigbench_sports_understanding	0	multiple_choice_grade	77.08	±	1.34
bigbench_temporal_sequences	0	multiple_choice_grade	52.00	±	1.58
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: 49.43%

Average score: 62.37%

Elapsed time: 01:38:07