NeuralTrix-v3-bf16-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-v3-bf16	44.52	76.84	77.78	49.37	62.13

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	37.63	±	1.90
		acc_norm	38.25	±	1.91
agieval_lsat_ar	0	acc	26.09	±	2.90
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	53.73	±	2.21
		acc_norm	54.51	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	77.18	±	2.93
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	40.29	±	3.43
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	31.82	±	3.15

Average: 44.52%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.44	±	1.39
		acc_norm	67.58	±	1.37
arc_easy	0	acc	85.40	±	0.72
		acc_norm	78.87	±	0.84
boolq	1	acc	87.83	±	0.57
hellaswag	0	acc	70.46	±	0.46
		acc_norm	87.88	±	0.33
openbookqa	0	acc	40.80	±	2.20
		acc_norm	49.40	±	2.24
piqa	0	acc	82.75	±	0.88
		acc_norm	83.79	±	0.86
winogrande	0	acc	82.56	±	1.07

Average: 76.84%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.55	±	1.69
		mc2	77.78	±	1.38

Average: 77.78%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	62.06	±	2.53
bigbench_disambiguation_qa	0	multiple_choice_grade	57.75	±	3.08
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	1.95	±	0.73
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	30.80	±	2.07
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	21.29	±	1.55
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.00	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	57.80	±	2.21
bigbench_navigate	0	multiple_choice_grade	52.70	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.70	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	52.68	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.38	±	1.56
bigbench_snarks	0	multiple_choice_grade	74.59	±	3.25
bigbench_sports_understanding	0	multiple_choice_grade	75.56	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	52.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.84	±	1.21
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.00	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	58.00	±	2.85

Average: 49.37%

Average score: 62.13%

Elapsed time: 01:20:48