WestLake-7B-v2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
WestLake-7B-v2	44.27	77.86	67.46	48.09	59.42

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	38.25	±	1.91
		acc_norm	39.02	±	1.91
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	49.80	±	2.22
		acc_norm	51.96	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	64.68	±	2.92
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	41.26	±	3.44
		acc_norm	40.29	±	3.43
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	30.00	±	3.10

Average: 44.27%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.41	±	1.37
		acc_norm	67.75	±	1.37
arc_easy	0	acc	86.83	±	0.69
		acc_norm	82.37	±	0.78
boolq	1	acc	88.17	±	0.56
hellaswag	0	acc	70.46	±	0.46
		acc_norm	87.42	±	0.33
openbookqa	0	acc	38.80	±	2.18
		acc_norm	49.20	±	2.24
piqa	0	acc	83.03	±	0.88
		acc_norm	85.15	±	0.83
winogrande	0	acc	85.00	±	1.00

Average: 77.86%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	53.86	±	1.75
		mc2	67.46	±	1.53

Average: 67.46%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	64.23	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	44.96	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.56	±	0.39
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.40	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.57	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	52.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	52.30	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.00	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	53.35	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.97	±	1.49
bigbench_snarks	0	multiple_choice_grade	77.90	±	3.09
bigbench_sports_understanding	0	multiple_choice_grade	74.54	±	1.39
bigbench_temporal_sequences	0	multiple_choice_grade	47.40	±	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	19.03	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 48.09%

Average score: 59.42%

Elapsed time: 02:27:35