pandafish-3-7B-32k-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
pandafish-3-7B-32k	40.85	73.57	56.3	42.17	53.22

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	20.47	±	2.54
		acc_norm	20.87	±	2.55
agieval_logiqa_en	0	acc	34.10	±	1.86
		acc_norm	36.41	±	1.89
agieval_lsat_ar	0	acc	23.04	±	2.78
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	39.02	±	2.16
		acc_norm	40.78	±	2.18
agieval_lsat_rc	0	acc	55.76	±	3.03
		acc_norm	53.90	±	3.04
agieval_sat_en	0	acc	73.79	±	3.07
		acc_norm	71.36	±	3.16
agieval_sat_en_without_passage	0	acc	46.12	±	3.48
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	40.91	±	3.32
		acc_norm	35.91	±	3.24

Average: 40.85%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	55.63	±	1.45
		acc_norm	58.28	±	1.44
arc_easy	0	acc	84.22	±	0.75
		acc_norm	82.15	±	0.79
boolq	1	acc	86.33	±	0.60
hellaswag	0	acc	64.22	±	0.48
		acc_norm	82.78	±	0.38
openbookqa	0	acc	35.60	±	2.14
		acc_norm	47.00	±	2.23
piqa	0	acc	81.99	±	0.90
		acc_norm	83.24	±	0.87
winogrande	0	acc	75.22	±	1.21

Average: 73.57%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	39.53	±	1.71
		mc2	56.30	±	1.53

Average: 56.3%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	55.26	±	3.62
bigbench_date_understanding	0	multiple_choice_grade	68.29	±	2.43
bigbench_disambiguation_qa	0	multiple_choice_grade	47.29	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	20.06	±	2.12
		exact_str_match	1.67	±	0.68
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	26.80	±	1.98
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	19.86	±	1.51
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	45.33	±	2.88
bigbench_movie_recommendation	0	multiple_choice_grade	32.20	±	2.09
bigbench_navigate	0	multiple_choice_grade	51.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	64.75	±	1.07
bigbench_ruin_names	0	multiple_choice_grade	48.88	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	25.45	±	1.38
bigbench_snarks	0	multiple_choice_grade	67.96	±	3.48
bigbench_sports_understanding	0	multiple_choice_grade	62.17	±	1.55
bigbench_temporal_sequences	0	multiple_choice_grade	38.00	±	1.54
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.12	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.26	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	45.33	±	2.88

Average: 42.17%

Average score: 53.22%

Elapsed time: 03:15:23