NeuralTrix-bf16-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-bf16	44.43	76.43	80.18	49.23	62.57

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	25.59	±	2.74
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	37.48	±	1.90
		acc_norm	37.33	±	1.90
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	53.33	±	2.21
		acc_norm	54.31	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	77.67	±	2.91
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	40.78	±	3.43
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	29.55	±	3.08

Average: 44.43%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.87	±	1.39
		acc_norm	66.89	±	1.38
arc_easy	0	acc	84.85	±	0.74
		acc_norm	77.65	±	0.85
boolq	1	acc	87.06	±	0.59
hellaswag	0	acc	69.69	±	0.46
		acc_norm	87.44	±	0.33
openbookqa	0	acc	40.60	±	2.20
		acc_norm	50.00	±	2.24
piqa	0	acc	82.59	±	0.88
		acc_norm	83.84	±	0.86
winogrande	0	acc	82.08	±	1.08

Average: 76.43%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.89	±	1.68
		mc2	80.18	±	1.33

Average: 80.18%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	59.62	±	2.56
bigbench_disambiguation_qa	0	multiple_choice_grade	59.69	±	3.06
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	31.80	±	2.08
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.14	±	1.57
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	51.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	53.30	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	66.65	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	56.03	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.98	±	1.54
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	74.44	±	1.39
bigbench_temporal_sequences	0	multiple_choice_grade	53.20	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.60	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.71	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 49.23%

Average score: 62.57%

Elapsed time: 01:42:42