NeuralTrix-v3-fp16-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-v3-fp16	43.76	76.79	77.92	50.07	62.14

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	38.56	±	1.91
		acc_norm	38.25	±	1.91
agieval_lsat_ar	0	acc	22.61	±	2.76
		acc_norm	20.87	±	2.69
agieval_lsat_lr	0	acc	53.92	±	2.21
		acc_norm	55.29	±	2.20
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	63.94	±	2.93
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	32.73	±	3.17
		acc_norm	29.09	±	3.07

Average: 43.76%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.38	±	1.38
		acc_norm	67.41	±	1.37
arc_easy	0	acc	85.48	±	0.72
		acc_norm	79.08	±	0.83
boolq	1	acc	87.25	±	0.58
hellaswag	0	acc	70.84	±	0.45
		acc_norm	87.80	±	0.33
openbookqa	0	acc	41.20	±	2.20
		acc_norm	49.00	±	2.24
piqa	0	acc	82.97	±	0.88
		acc_norm	84.22	±	0.85
winogrande	0	acc	82.79	±	1.06

Average: 76.79%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	77.92	±	1.37

Average: 77.92%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	62.63	±	3.52
bigbench_date_understanding	0	multiple_choice_grade	60.70	±	2.55
bigbench_disambiguation_qa	0	multiple_choice_grade	60.47	±	3.05
bigbench_geometric_shapes	0	multiple_choice_grade	23.40	±	2.24
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	30.40	±	2.06
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	21.00	±	1.54
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.00	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	61.60	±	2.18
bigbench_navigate	0	multiple_choice_grade	52.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	66.85	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	54.24	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	43.09	±	1.57
bigbench_snarks	0	multiple_choice_grade	74.59	±	3.25
bigbench_sports_understanding	0	multiple_choice_grade	76.47	±	1.35
bigbench_temporal_sequences	0	multiple_choice_grade	54.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.36	±	1.20
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: 50.07%

Average score: 62.14%

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