NeuralTrix-7B-dpo-laser-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-7B-dpo-laser	44.51	76.24	78.56	49.26	62.14

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	24.41	±	2.70
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	37.02	±	1.89
		acc_norm	37.63	±	1.90
agieval_lsat_ar	0	acc	27.39	±	2.95
		acc_norm	26.96	±	2.93
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	54.12	±	2.21
agieval_lsat_rc	0	acc	64.68	±	2.92
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	40.78	±	3.43
agieval_sat_math	0	acc	30.45	±	3.11
		acc_norm	28.64	±	3.05

Average: 44.51%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	64.59	±	1.40
		acc_norm	65.70	±	1.39
arc_easy	0	acc	84.89	±	0.73
		acc_norm	79.00	±	0.84
boolq	1	acc	86.82	±	0.59
hellaswag	0	acc	68.00	±	0.47
		acc_norm	86.60	±	0.34
openbookqa	0	acc	38.80	±	2.18
		acc_norm	50.60	±	2.24
piqa	0	acc	81.61	±	0.90
		acc_norm	83.35	±	0.87
winogrande	0	acc	81.61	±	1.09

Average: 76.24%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.56	±	1.36

Average: 78.56%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	62.11	±	3.53
bigbench_date_understanding	0	multiple_choice_grade	64.50	±	2.49
bigbench_disambiguation_qa	0	multiple_choice_grade	60.08	±	3.05
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	33.60	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.71	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	49.40	±	2.24
bigbench_navigate	0	multiple_choice_grade	59.60	±	1.55
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.15	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	52.46	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	36.97	±	1.53
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	71.50	±	1.44
bigbench_temporal_sequences	0	multiple_choice_grade	49.50	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.56	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.34	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 49.26%

Average score: 62.14%

Elapsed time: 01:20:36