Beyonder-4x7B-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Beyonder-4x7B-v3	45.85	76.67	74.98	50.12	61.91

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	24.02	±	2.69
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	53.14	±	2.21
		acc_norm	54.51	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	66.91	±	2.87
agieval_sat_en	0	acc	80.10	±	2.79
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	46.12	±	3.48
		acc_norm	45.63	±	3.48
agieval_sat_math	0	acc	35.00	±	3.22
		acc_norm	32.27	±	3.16

Average: 45.85%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	64.76	±	1.40
		acc_norm	66.30	±	1.38
arc_easy	0	acc	86.36	±	0.70
		acc_norm	81.69	±	0.79
boolq	1	acc	87.71	±	0.57
hellaswag	0	acc	69.51	±	0.46
		acc_norm	87.21	±	0.33
openbookqa	0	acc	39.00	±	2.18
		acc_norm	49.20	±	2.24
piqa	0	acc	83.51	±	0.87
		acc_norm	84.55	±	0.84
winogrande	0	acc	80.03	±	1.12

Average: 76.67%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	59.73	±	1.72
		mc2	74.98	±	1.41

Average: 74.98%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.42	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	64.23	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	52.71	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	24.23	±	2.26
		exact_str_match	1.11	±	0.55
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.80	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.86	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.33	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	57.00	±	2.22
bigbench_navigate	0	multiple_choice_grade	53.50	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.80	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	56.70	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.68	±	1.56
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	76.06	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	56.60	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.20	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.26	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	58.33	±	2.85

Average: 50.12%

Average score: 61.91%

Elapsed time: 07:50:45