TinyLlama-1.1B-Chat-v1.0-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
TinyLlama-1.1B-Chat-v1.0	20.77	54.28	37.84	32.4	36.32

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	16.14	±	2.31
		acc_norm	17.32	±	2.38
agieval_logiqa_en	0	acc	26.42	±	1.73
		acc_norm	31.03	±	1.81
agieval_lsat_ar	0	acc	20.43	±	2.66
		acc_norm	20.00	±	2.64
agieval_lsat_lr	0	acc	20.59	±	1.79
		acc_norm	20.98	±	1.80
agieval_lsat_rc	0	acc	18.96	±	2.39
		acc_norm	19.70	±	2.43
agieval_sat_en	0	acc	24.27	±	2.99
		acc_norm	16.02	±	2.56
agieval_sat_en_without_passage	0	acc	19.90	±	2.79
		acc_norm	17.48	±	2.65
agieval_sat_math	0	acc	28.18	±	3.04
		acc_norm	23.64	±	2.87

Average: 20.77%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	29.95	±	1.34
		acc_norm	32.94	±	1.37
arc_easy	0	acc	61.32	±	1.00
		acc_norm	54.34	±	1.02
boolq	1	acc	60.92	±	0.85
hellaswag	0	acc	46.56	±	0.50
		acc_norm	60.41	±	0.49
openbookqa	0	acc	25.40	±	1.95
		acc_norm	37.20	±	2.16
piqa	0	acc	74.43	±	1.02
		acc_norm	74.37	±	1.02
winogrande	0	acc	59.83	±	1.38

Average: 54.28%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	23.01	±	1.47
		mc2	37.84	±	1.40

Average: 37.84%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	47.89	±	3.63
bigbench_date_understanding	0	multiple_choice_grade	48.78	±	2.61
bigbench_disambiguation_qa	0	multiple_choice_grade	32.95	±	2.93
bigbench_geometric_shapes	0	multiple_choice_grade	10.03	±	1.59
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	20.80	±	1.82
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	14.86	±	1.35
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	35.33	±	2.76
bigbench_movie_recommendation	0	multiple_choice_grade	34.00	±	2.12
bigbench_navigate	0	multiple_choice_grade	50.70	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	34.15	±	1.06
bigbench_ruin_names	0	multiple_choice_grade	31.92	±	2.20
bigbench_salient_translation_error_detection	0	multiple_choice_grade	24.95	±	1.37
bigbench_snarks	0	multiple_choice_grade	51.38	±	3.73
bigbench_sports_understanding	0	multiple_choice_grade	49.59	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	29.40	±	1.44
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	18.16	±	1.09
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	13.03	±	0.80
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	35.33	±	2.76

Average: 32.4%

Average score: 36.32%

Elapsed time: 01:03:07