Experiment24-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Experiment24-7B	44.03	77	78.99	49.05	62.27

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	25.98	±	2.76
		acc_norm	23.23	±	2.65
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.94	±	1.92
agieval_lsat_ar	0	acc	22.61	±	2.76
		acc_norm	21.74	±	2.73
agieval_lsat_lr	0	acc	52.75	±	2.21
		acc_norm	52.75	±	2.21
agieval_lsat_rc	0	acc	64.68	±	2.92
		acc_norm	64.31	±	2.93
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.18	±	2.93
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	41.26	±	3.44
agieval_sat_math	0	acc	35.00	±	3.22
		acc_norm	31.82	±	3.15

Average: 44.03%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.58	±	1.37
		acc_norm	67.58	±	1.37
arc_easy	0	acc	86.24	±	0.71
		acc_norm	79.84	±	0.82
boolq	1	acc	87.16	±	0.59
hellaswag	0	acc	69.84	±	0.46
		acc_norm	87.36	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	49.60	±	2.24
piqa	0	acc	83.30	±	0.87
		acc_norm	85.15	±	0.83
winogrande	0	acc	82.32	±	1.07

Average: 77.0%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.89	±	1.68
		mc2	78.99	±	1.35

Average: 78.99%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	62.33	±	2.53
bigbench_disambiguation_qa	0	multiple_choice_grade	51.94	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.60	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	25.14	±	1.64
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	53.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	56.80	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.05	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	56.92	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	37.37	±	1.53
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	74.75	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	53.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.88	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.31	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 49.05%

Average score: 62.27%

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