FuseChat-7B-Slerp-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
FuseChat-7B-Slerp	41.73	72.03	46.72	42.71	50.8

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.74	±	2.85
		acc_norm	29.13	±	2.86
agieval_logiqa_en	0	acc	37.48	±	1.90
		acc_norm	38.25	±	1.91
agieval_lsat_ar	0	acc	26.09	±	2.90
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	48.63	±	2.22
		acc_norm	43.92	±	2.20
agieval_lsat_rc	0	acc	56.88	±	3.03
		acc_norm	56.51	±	3.03
agieval_sat_en	0	acc	74.27	±	3.05
		acc_norm	73.30	±	3.09
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	37.86	±	3.39
agieval_sat_math	0	acc	37.27	±	3.27
		acc_norm	31.36	±	3.14

Average: 41.73%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	55.89	±	1.45
		acc_norm	59.98	±	1.43
arc_easy	0	acc	82.62	±	0.78
		acc_norm	81.36	±	0.80
boolq	1	acc	86.79	±	0.59
hellaswag	0	acc	63.12	±	0.48
		acc_norm	81.83	±	0.38
openbookqa	0	acc	29.60	±	2.04
		acc_norm	41.00	±	2.20
piqa	0	acc	81.66	±	0.90
		acc_norm	82.92	±	0.88
winogrande	0	acc	70.32	±	1.28

Average: 72.03%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	31.70	±	1.63
		mc2	46.72	±	1.51

Average: 46.72%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	63.69	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	59.30	±	3.06
bigbench_geometric_shapes	0	multiple_choice_grade	26.74	±	2.34
		exact_str_match	23.96	±	2.26
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	26.00	±	1.96
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	19.57	±	1.50
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	49.00	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	36.60	±	2.16
bigbench_navigate	0	multiple_choice_grade	51.90	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	64.55	±	1.07
bigbench_ruin_names	0	multiple_choice_grade	44.42	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	20.44	±	1.28
bigbench_snarks	0	multiple_choice_grade	65.75	±	3.54
bigbench_sports_understanding	0	multiple_choice_grade	61.97	±	1.55
bigbench_temporal_sequences	0	multiple_choice_grade	31.40	±	1.47
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	24.16	±	1.21
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.46	±	0.89
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	49.00	±	2.89

Average: 42.71%

Average score: 50.8%

Elapsed time: 02:15:56