Icelandic NLG 🇮🇸

Model ID	Parameters	Vocabulary size	Context	Commercial	Speed	Rank	MIM-GOLD-NER	ScaLA-is	NQiI	RRN	ARC-is	Winogrande-is	MIM-GOLD-NER version	ScaLA-is version	NQiI version	RRN version	ARC-is version	Winogrande-is version
gpt-4-1106-preview (few-shot, val)	unknown	100	128000	True	576 ± 221 / 81 ± 28	1.18	86.37 ± 1.19 / 82.25 ± 2.73	43.03 ± 5.07 / 71.18 ± 2.64	37.26 ± 2.60 / 66.04 ± 1.95	69.61 ± 0.61 / 23.98 ± 1.17	89.09 ± 1.59 / 91.76 ± 1.19	72.03 ± 3.91 / 86.09 ± 1.96	12.5.1	12.10.2	12.5.1	12.5.1	12.10.8	12.10.2
gpt-4o-2024-05-13 (few-shot, val)	unknown	200	128000	True	916 ± 329 / 114 ± 38	1.20	81.19 ± 2.45 / 54.02 ± 5.60	51.10 ± 5.09 / 73.25 ± 3.42	29.64 ± 2.12 / 55.46 ± 1.12	68.25 ± 0.27 / 19.22 ± 0.51	91.27 ± 1.41 / 93.40 ± 1.09	70.85 ± 5.98 / 85.55 ± 3.05	12.10.0	12.10.2	12.10.0	12.10.0	12.10.8	12.10.2
gpt-4-0613 (few-shot, val)	unknown	100	8190	True	597 ± 197 / 93 ± 33	1.52	78.67 ± 2.16 / 59.54 ± 4.85	33.65 ± 3.19 / 60.56 ± 2.35	32.25 ± 2.01 / 60.12 ± 1.31	69.21 ± 0.25 / 22.50 ± 0.53	86.32 ± 1.50 / 89.65 ± 1.16	74.02 ± 4.17 / 86.80 ± 2.02	12.10.0	12.10.0	12.10.0	12.10.0	12.10.8	12.10.0
google/gemma-2-27b-it (few-shot)	27227	256	8193	True	1,516 ± 257 / 480 ± 148	2.71	55.48 ± 2.38 / 47.46 ± 2.77	20.10 ± 1.79 / 59.68 ± 0.93	27.18 ± 1.05 / 53.76 ± 1.19	68.83 ± 0.22 / 22.98 ± 0.43	67.22 ± 1.40 / 75.44 ± 1.04	35.27 ± 2.45 / 67.79 ± 1.24	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
gpt-4o-mini-2024-07-18 (few-shot)	unknown	200	128000	True	1,171 ± 378 / 120 ± 39	2.79	67.56 ± 1.93 / 43.20 ± 1.44	23.28 ± 7.61 / 52.43 ± 7.20	24.91 ± 1.14 / 52.48 ± 0.90	67.32 ± 0.95 / 17.55 ± 1.32	67.57 ± 3.31 / 75.27 ± 2.62	15.36 ± 5.77 / 49.21 ± 3.61	12.11.0	12.11.0	12.11.0	12.11.0	12.11.0	12.11.0
google/gemma-2-9b-it (few-shot)	9242	256	8193	True	2,062 ± 397 / 589 ± 178	3.00	45.42 ± 1.86 / 36.69 ± 2.74	24.23 ± 0.89 / 61.40 ± 0.70	24.96 ± 1.52 / 55.04 ± 0.80	68.19 ± 0.25 / 22.04 ± 0.48	54.30 ± 1.60 / 65.62 ± 1.20	24.35 ± 2.31 / 62.81 ± 1.08	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
gpt-3.5-turbo-0613 (few-shot, val)	unknown	100	4095	True	921 ± 293 / 113 ± 37	3.08	69.59 ± 4.54 / 54.49 ± 4.31	7.28 ± 4.10 / 52.96 ± 2.00	28.50 ± 1.79 / 50.29 ± 1.79	67.10 ± 0.30 / 19.43 ± 0.48	49.88 ± 2.38 / 62.27 ± 1.75	18.61 ± 6.00 / 61.33 ± 2.93	0.0.0	0.0.0	0.0.0	0.0.0	12.10.8	12.1.0
mistralai/Mistral-Nemo-Instruct-2407 (few-shot)	12248	131	1024001	True	7,095 ± 2,193 / 1,063 ± 344	3.33	59.70 ± 1.67 / 41.69 ± 2.75	4.64 ± 3.09 / 38.48 ± 2.74	29.68 ± 1.85 / 58.88 ± 0.87	68.13 ± 0.31 / 20.42 ± 0.65	41.76 ± 1.72 / 56.28 ± 1.30	13.24 ± 4.12 / 56.22 ± 1.89	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
google/gemma-2-9b (few-shot)	9242	256	8193	True	2,038 ± 406 / 566 ± 172	3.43	30.89 ± 4.28 / 24.06 ± 1.93	5.29 ± 3.38 / 35.79 ± 2.12	32.25 ± 1.89 / 58.20 ± 1.70	67.58 ± 0.63 / 21.53 ± 0.99	55.69 ± 1.49 / 66.84 ± 1.09	17.50 ± 2.56 / 58.33 ± 1.75	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
meta-llama/Llama-3.1-8B-Instruct (few-shot)	8030	128	131073	True	2,411 ± 465 / 686 ± 215	3.51	55.09 ± 1.76 / 40.34 ± 2.34	8.45 ± 1.33 / 51.00 ± 1.95	29.65 ± 1.09 / 56.96 ± 1.35	68.27 ± 0.25 / 22.14 ± 0.62	30.33 ± 1.72 / 47.81 ± 1.31	10.48 ± 2.28 / 54.89 ± 1.49	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
mistralai/Ministral-8B-Instruct-2410 (few-shot)	8020	131	32768	True	5,821 ± 1,090 / 1,561 ± 506	3.58	56.09 ± 3.29 / 42.39 ± 2.51	8.51 ± 1.55 / 50.18 ± 2.85	29.23 ± 1.41 / 57.06 ± 0.62	65.90 ± 0.71 / 18.54 ± 0.92	30.58 ± 1.40 / 47.95 ± 1.05	6.77 ± 2.10 / 53.92 ± 1.32	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
meta-llama/Llama-3.1-8B (few-shot)	8030	128	131073	True	2,439 ± 459 / 703 ± 219	3.60	52.57 ± 2.04 / 36.81 ± 2.12	4.87 ± 2.28 / 40.95 ± 4.97	30.12 ± 4.65 / 57.81 ± 4.78	66.17 ± 0.86 / 18.71 ± 0.89	25.93 ± 1.51 / 44.54 ± 1.14	8.48 ± 2.66 / 53.76 ± 1.54	12.11.0	12.11.0	13.0.0	13.0.0	13.0.0	13.0.0
meta-llama/Meta-Llama-3-8B-Instruct (few-shot)	8030	128	8192	True	4,909 ± 1,215 / 978 ± 319	3.60	61.69 ± 2.17 / 41.25 ± 3.12	6.10 ± 1.61 / 48.74 ± 3.05	31.52 ± 2.08 / 58.96 ± 1.57	66.98 ± 1.04 / 19.84 ± 1.97	25.16 ± 1.55 / 43.57 ± 1.26	1.50 ± 1.22 / 48.33 ± 1.21	12.6.1	12.6.1	12.6.1	12.6.1	12.10.8	12.6.1
upstage/SOLAR-10.7B-v1.0 (few-shot)	10732	32	4096	True	3,780 ± 906 / 799 ± 261	3.62	62.08 ± 2.27 / 51.09 ± 4.15	7.58 ± 1.03 / 44.38 ± 3.90	29.66 ± 3.02 / 56.60 ± 2.22	66.11 ± 0.85 / 18.74 ± 0.90	18.75 ± 1.02 / 38.96 ± 0.70	7.64 ± 1.91 / 49.40 ± 1.45	12.5.3	12.5.3	12.5.3	12.5.3	12.10.8	12.5.3
meta-llama/Meta-Llama-3-8B (few-shot)	8030	128	8192	True	4,687 ± 1,121 / 967 ± 313	3.66	48.70 ± 3.02 / 34.52 ± 2.66	7.49 ± 2.51 / 43.40 ± 4.41	29.56 ± 5.47 / 55.53 ± 5.79	66.34 ± 1.09 / 19.13 ± 0.96	26.78 ± 1.59 / 45.17 ± 1.12	7.41 ± 3.26 / 52.13 ± 1.97	12.6.1	12.6.1	12.6.1	12.6.1	12.10.8	12.6.1
skole-gpt (few-shot)	unknown	32	32768	False	3,583 ± 977 / 686 ± 231	3.80	42.15 ± 2.74 / 33.52 ± 3.32	4.49 ± 1.81 / 47.31 ± 3.24	27.51 ± 3.63 / 56.11 ± 1.65	66.89 ± 0.34 / 19.60 ± 0.89	19.27 ± 1.47 / 39.42 ± 1.10	9.45 ± 2.76 / 54.44 ± 1.24	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
google/gemma-7b (few-shot)	8538	256	8192	True	1,378 ± 260 / 387 ± 119	3.82	30.61 ± 4.61 / 25.80 ± 3.57	5.60 ± 1.68 / 38.26 ± 2.47	32.22 ± 3.19 / 55.22 ± 2.59	65.03 ± 1.82 / 18.15 ± 2.24	32.53 ± 0.82 / 48.03 ± 0.80	1.14 ± 1.26 / 39.92 ± 1.92	12.9.1	12.9.1	12.9.1	12.9.1	12.10.8	12.10.0
mlabonne/NeuralBeagle14-7B (few-shot, val)	7242	32	8192	False	2,549 ± 472 / 784 ± 245	3.95	49.86 ± 4.28 / 42.54 ± 5.03	1.26 ± 3.83 / 48.46 ± 2.37	22.48 ± 4.43 / 55.51 ± 2.89	65.60 ± 0.69 / 19.46 ± 0.80	5.19 ± 3.15 / 28.44 ± 2.45	12.90 ± 6.92 / 56.88 ± 3.57	9.3.2	9.3.2	12.5.2	9.3.2	9.3.2	12.1.0
senseable/WestLake-7B-v2 (few-shot)	7242	32	32768	False	5,993 ± 1,028 / 1,742 ± 561	4.00	56.71 ± 1.98 / 46.71 ± 5.28	3.44 ± 2.02 / 50.18 ± 1.14	21.55 ± 2.79 / 54.79 ± 2.02	65.39 ± 0.80 / 18.24 ± 1.00	9.11 ± 0.92 / 32.06 ± 0.70	3.30 ± 2.81 / 44.40 ± 1.61	12.6.1	12.6.1	12.6.1	12.6.1	12.10.8	12.6.1
Nexusflow/Starling-LM-7B-beta (few-shot)	7242	32	8192	False	5,876 ± 1,021 / 1,677 ± 546	4.03	49.20 ± 2.64 / 40.79 ± 4.46	4.45 ± 1.40 / 51.11 ± 0.87	24.61 ± 3.36 / 54.99 ± 2.36	63.74 ± 2.25 / 18.29 ± 1.40	8.45 ± 1.35 / 31.54 ± 1.03	1.14 ± 0.97 / 50.10 ± 0.82	12.5.2	12.5.2	12.5.2	12.5.2	12.10.8	12.5.2
mhenrichsen/hestenettetLM (few-shot)	7242	32	32768	True	5,160 ± 804 / 1,654 ± 516	4.03	50.82 ± 2.72 / 40.35 ± 4.51	0.99 ± 1.54 / 39.38 ± 3.81	25.74 ± 5.44 / 49.45 ± 5.29	61.72 ± 3.16 / 16.00 ± 1.82	10.78 ± 1.15 / 33.40 ± 0.91	3.94 ± 2.97 / 54.60 ± 1.62	12.5.2	12.3.2	12.3.2	12.3.2	12.10.8	12.3.2
mistralai/Mistral-7B-v0.1 (few-shot)	7242	32	32768	True	2,657 ± 524 / 880 ± 278	4.09	47.24 ± 2.54 / 37.77 ± 3.87	1.35 ± 1.70 / 39.37 ± 3.87	25.70 ± 5.36 / 49.31 ± 5.21	61.96 ± 3.10 / 16.11 ± 1.80	10.25 ± 0.96 / 32.89 ± 0.83	1.99 ± 2.95 / 54.48 ± 1.27	9.1.2	9.1.2	12.5.1	11.0.0	12.10.8	12.1.0
TrustLLMeu/baseline-7-8b_1t-tokens_llama (few-shot)	7800	100	4096	True	6,197 ± 1,118 / 1,730 ± 577	4.13	36.02 ± 3.80 / 33.67 ± 3.60	5.05 ± 2.42 / 48.46 ± 3.52	25.83 ± 4.24 / 50.31 ± 4.16	66.77 ± 0.97 / 18.38 ± 1.96	1.70 ± 1.74 / 25.02 ± 1.35	-1.88 ± 3.84 / 55.00 ± 1.77	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
mistralai/Mistral-7B-v0.3 (few-shot)	7248	33	32768	True	4,120 ± 976 / 926 ± 306	4.13	44.68 ± 3.50 / 36.20 ± 4.20	0.12 ± 1.68 / 35.09 ± 1.17	25.52 ± 5.24 / 49.15 ± 5.21	61.40 ± 2.38 / 14.90 ± 1.60	10.25 ± 1.54 / 32.81 ± 1.22	5.24 ± 1.65 / 52.80 ± 2.41	12.10.4	12.10.4	12.10.4	12.10.5	12.10.8	12.10.4
CohereForAI/aya-expanse-8b (few-shot)	8028	256	8192	False	5,581 ± 1,066 / 1,471 ± 483	4.16	28.98 ± 2.63 / 21.75 ± 1.89	4.93 ± 1.06 / 49.69 ± 2.65	24.72 ± 2.22 / 54.41 ± 1.43	63.45 ± 1.92 / 16.81 ± 2.23	10.97 ± 1.13 / 33.51 ± 0.81	4.23 ± 1.80 / 49.31 ± 0.84	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
timpal0l/Mistral-7B-v0.1-flashback-v2 (few-shot)	7242	32	32768	True	5,054 ± 1,200 / 1,056 ± 339	4.16	36.47 ± 4.24 / 30.33 ± 3.70	2.54 ± 1.29 / 50.66 ± 0.62	18.66 ± 4.26 / 38.73 ± 3.66	63.68 ± 1.75 / 16.38 ± 1.24	5.12 ± 1.30 / 28.85 ± 0.99	8.30 ± 1.28 / 57.35 ± 0.75	12.5.3	12.5.3	12.5.3	12.5.3	12.10.8	12.5.3
mistralai/Mistral-7B-Instruct-v0.2 (few-shot)	7242	32	32768	False	634 ± 179 / 110 ± 35	4.18	43.11 ± 2.23 / 29.34 ± 3.27	3.40 ± 1.87 / 48.75 ± 1.47	19.18 ± 3.69 / 49.62 ± 2.59	65.01 ± 1.51 / 18.34 ± 1.35	5.49 ± 1.98 / 28.73 ± 1.39	0.24 ± 0.71 / 38.95 ± 0.84	9.2.0	9.3.1	12.4.0	12.4.0	12.10.8	12.1.0
ibm-granite/granite-3.0-8b-instruct (few-shot)	8171	49	4096	True	5,090 ± 937 / 1,423 ± 466	4.22	42.67 ± 3.13 / 35.40 ± 3.93	1.11 ± 1.45 / 34.61 ± 0.82	22.25 ± 2.78 / 49.58 ± 2.19	63.81 ± 1.05 / 16.07 ± 1.19	5.12 ± 1.20 / 27.91 ± 0.90	0.89 ± 2.37 / 53.27 ± 1.64	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
meta-llama/Llama-3.2-3B (few-shot)	3213	128	131073	True	3,713 ± 877 / 836 ± 267	4.22	42.04 ± 3.53 / 25.31 ± 1.59	0.00 ± 0.00 / 32.97 ± 0.29	24.07 ± 4.63 / 49.31 ± 4.59	61.80 ± 2.80 / 14.50 ± 2.00	13.79 ± 1.55 / 35.23 ± 1.26	0.25 ± 2.45 / 48.10 ± 1.67	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
occiglot/occiglot-7b-eu5-instruct (few-shot)	7242	32	32768	False	2,088 ± 352 / 706 ± 214	4.24	40.71 ± 2.93 / 34.57 ± 4.02	0.71 ± 2.00 / 36.90 ± 2.10	20.66 ± 3.67 / 45.91 ± 3.45	65.25 ± 0.97 / 19.09 ± 1.05	5.35 ± 1.32 / 28.11 ± 1.13	0.35 ± 2.49 / 51.16 ± 2.74	12.5.2	12.3.1	12.4.0	12.4.0	12.10.8	12.3.1
01-ai/Yi-1.5-6B (few-shot)	6061	64	4097	True	2,867 ± 550 / 793 ± 253	4.26	38.15 ± 2.30 / 28.10 ± 4.65	0.98 ± 1.44 / 35.86 ± 1.12	20.39 ± 3.04 / 44.20 ± 2.72	61.23 ± 2.31 / 14.45 ± 1.79	7.59 ± 1.44 / 31.07 ± 1.05	3.44 ± 2.28 / 46.89 ± 1.02	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
CohereForAI/aya-23-8B (few-shot)	8028	256	8192	False	5,608 ± 1,062 / 1,472 ± 479	4.28	47.16 ± 2.83 / 38.60 ± 4.04	3.84 ± 1.27 / 40.06 ± 3.79	21.75 ± 2.21 / 48.25 ± 2.02	59.16 ± 2.91 / 14.91 ± 1.85	3.70 ± 1.01 / 27.71 ± 0.66	-3.24 ± 3.16 / 49.96 ± 2.38	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
meta-llama/Llama-2-13b-chat-hf (few-shot)	13016	32	4065	True	2,849 ± 622 / 723 ± 229	4.29	37.53 ± 3.42 / 30.51 ± 3.50	0.14 ± 1.96 / 39.45 ± 3.51	20.91 ± 2.93 / 43.86 ± 1.90	66.15 ± 0.59 / 19.08 ± 1.08	7.17 ± 1.32 / 30.61 ± 0.94	-0.55 ± 2.76 / 47.83 ± 2.20	12.11.0	12.10.4	12.11.0	12.11.0	12.11.0	12.10.4
ibm-granite/granite-3.0-8b-base (few-shot)	8171	49	4096	True	5,116 ± 943 / 1,436 ± 472	4.30	37.82 ± 3.63 / 32.97 ± 3.97	-0.12 ± 1.31 / 33.78 ± 0.32	21.59 ± 2.22 / 47.09 ± 1.09	62.35 ± 3.34 / 16.15 ± 1.66	6.54 ± 1.30 / 28.63 ± 1.24	1.83 ± 3.53 / 49.23 ± 2.07	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
ibm-granite/granite-8b-code-base-4k (few-shot)	8055	49	4096	True	2,313 ± 423 / 682 ± 210	4.32	50.89 ± 2.90 / 35.75 ± 4.67	0.50 ± 0.94 / 33.77 ± 0.30	17.43 ± 3.38 / 41.32 ± 3.18	59.94 ± 2.87 / 12.62 ± 1.91	5.52 ± 1.26 / 28.97 ± 0.97	1.73 ± 2.31 / 50.89 ± 3.35	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
mistralai/Mistral-7B-Instruct-v0.1 (few-shot)	7242	32	32768	False	634 ± 179 / 110 ± 35	4.33	36.04 ± 2.59 / 24.74 ± 2.79	-0.36 ± 1.36 / 33.94 ± 0.32	18.06 ± 3.16 / 42.57 ± 2.89	62.80 ± 1.69 / 15.23 ± 1.01	5.44 ± 1.14 / 28.13 ± 1.06	6.35 ± 2.71 / 50.49 ± 1.57	9.3.1	9.3.1	12.4.0	12.4.0	12.10.8	12.1.0
occiglot/occiglot-7b-eu5 (few-shot)	7242	32	32768	True	2,219 ± 427 / 717 ± 224	4.33	40.08 ± 2.82 / 37.15 ± 4.07	1.59 ± 1.86 / 39.93 ± 4.19	15.98 ± 3.74 / 39.67 ± 3.36	62.55 ± 3.03 / 15.26 ± 2.31	5.98 ± 1.66 / 28.18 ± 1.30	-0.51 ± 1.95 / 47.23 ± 2.39	12.5.2	12.1.0	12.1.0	12.1.0	12.10.8	12.2.0
MaLA-LM/emma-500-llama2-7b (few-shot)	6738	32	4096	True	6,275 ± 1,193 / 1,755 ± 578	4.35	31.81 ± 1.93 / 29.47 ± 2.02	3.63 ± 1.69 / 44.49 ± 3.89	16.72 ± 7.29 / 46.83 ± 5.93	58.72 ± 3.28 / 13.71 ± 1.35	12.62 ± 1.36 / 34.51 ± 1.27	3.43 ± 2.18 / 44.56 ± 1.09	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
google/gemma-7b-it (few-shot)	8538	256	8192	False	1,792 ± 249 / 668 ± 203	4.35	37.69 ± 3.97 / 34.52 ± 3.74	3.11 ± 1.49 / 48.48 ± 2.77	18.34 ± 2.07 / 43.26 ± 1.28	63.71 ± 1.04 / 16.63 ± 0.98	7.70 ± 1.44 / 28.98 ± 1.20	-5.17 ± 2.94 / 53.84 ± 1.87	12.10.0	12.10.0	12.10.0	12.10.0	12.10.8	12.10.0
meta-llama/Llama-3.2-3B-Instruct (few-shot)	3213	128	131073	False	10,424 ± 2,641 / 2,081 ± 666	4.35	27.57 ± 1.71 / 22.52 ± 1.18	-1.39 ± 1.30 / 34.40 ± 1.96	22.98 ± 2.48 / 50.74 ± 1.59	62.00 ± 1.89 / 14.40 ± 1.93	13.33 ± 1.23 / 35.42 ± 0.93	0.74 ± 1.09 / 50.92 ± 0.73	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
meta-llama/Llama-2-13b-hf (few-shot)	13016	32	4096	True	2,898 ± 637 / 736 ± 236	4.37	36.56 ± 3.03 / 34.23 ± 3.45	1.73 ± 1.56 / 45.02 ± 2.05	21.97 ± 4.26 / 46.27 ± 3.94	63.50 ± 2.92 / 16.51 ± 2.19	5.60 ± 1.25 / 29.83 ± 1.00	-5.80 ± 2.91 / 46.82 ± 2.65	12.10.5	12.10.4	12.10.5	12.10.5	12.10.8	12.10.4
LumiOpen/Viking-13B (few-shot)	14030	131	4097	True	840 ± 79 / 400 ± 124	4.40	26.28 ± 5.09 / 22.73 ± 3.35	2.17 ± 1.98 / 48.03 ± 2.64	22.65 ± 3.50 / 45.48 ± 2.99	62.07 ± 1.73 / 11.04 ± 1.91	-0.07 ± 0.85 / 23.51 ± 0.95	-2.92 ± 4.86 / 53.55 ± 3.32	12.10.5	12.10.5	12.10.5	12.10.5	12.10.8	12.10.5
meta-llama/Llama-2-7b-chat-hf (few-shot)	6738	32	4096	False	2,643 ± 455 / 800 ± 247	4.43	41.10 ± 3.35 / 40.54 ± 3.19	-1.07 ± 2.09 / 44.83 ± 2.20	16.13 ± 2.52 / 39.51 ± 1.98	62.30 ± 0.90 / 13.28 ± 1.36	3.16 ± 0.79 / 27.40 ± 0.79	1.84 ± 2.19 / 43.79 ± 0.73	9.3.1	9.3.1	12.4.0	12.4.0	12.10.8	12.1.0
google/gemma-2-2b-it (few-shot)	2614	256	8193	True	5,374 ± 1,233 / 1,193 ± 377	4.44	14.79 ± 4.70 / 13.03 ± 2.92	1.10 ± 1.54 / 34.67 ± 0.87	25.42 ± 1.09 / 51.72 ± 1.28	62.67 ± 1.62 / 16.91 ± 1.38	10.76 ± 1.56 / 32.34 ± 1.02	-5.20 ± 1.82 / 53.08 ± 0.91	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
AI-Sweden-Models/gpt-sw3-6.7b-v2-instruct (few-shot)	7111	64	2048	True	2,383 ± 451 / 718 ± 221	4.47	19.39 ± 1.31 / 19.04 ± 1.36	0.01 ± 1.49 / 34.61 ± 0.73	20.92 ± 3.41 / 51.75 ± 2.10	66.55 ± 0.34 / 18.80 ± 0.51	6.02 ± 1.50 / 29.00 ± 1.28	-2.37 ± 1.71 / 39.83 ± 3.57	12.7.0	12.7.0	12.4.0	12.4.0	12.10.8	12.7.0
microsoft/Phi-3-mini-4k-instruct (few-shot)	3821	32	4096	True	5,224 ± 1,371 / 1,063 ± 358	4.47	33.05 ± 4.29 / 29.75 ± 3.67	0.71 ± 1.18 / 34.80 ± 0.88	17.23 ± 2.51 / 39.88 ± 1.59	60.08 ± 1.45 / 13.80 ± 0.81	2.67 ± 1.35 / 27.04 ± 1.07	2.74 ± 2.28 / 53.18 ± 0.93	12.10.5	12.10.5	12.10.5	12.10.5	12.10.8	12.10.5
bineric/NorskGPT-Llama-7B-v0.1 (few-shot)	6738	32	4096	False	5,384 ± 879 / 1,746 ± 553	4.49	34.62 ± 4.64 / 33.25 ± 4.37	-0.24 ± 1.43 / 33.75 ± 0.31	18.10 ± 1.85 / 43.52 ± 0.87	61.81 ± 0.98 / 15.04 ± 0.70	3.06 ± 1.01 / 28.01 ± 0.86	-1.90 ± 2.28 / 44.34 ± 1.19	12.5.2	12.3.2	12.3.2	12.3.2	12.10.8	12.3.2
meta-llama/Llama-2-7b-hf (few-shot)	6738	32	4096	True	930 ± 310 / 128 ± 43	4.49	32.71 ± 2.77 / 32.17 ± 2.13	0.66 ± 1.75 / 40.36 ± 4.19	18.04 ± 4.05 / 41.40 ± 3.27	60.73 ± 3.02 / 14.02 ± 1.57	3.65 ± 1.33 / 26.91 ± 1.00	-0.00 ± 2.41 / 44.93 ± 0.92	9.2.0	9.2.0	12.5.1	11.0.0	12.10.8	12.1.0
microsoft/Phi-3-mini-128k-instruct (few-shot)	3821	32	131072	True	7,312 ± 1,668 / 1,609 ± 525	4.49	27.22 ± 3.65 / 24.21 ± 2.67	1.31 ± 1.28 / 39.67 ± 4.39	17.24 ± 2.72 / 41.15 ± 1.57	62.00 ± 1.66 / 15.80 ± 1.12	1.85 ± 1.18 / 26.88 ± 0.86	1.06 ± 2.84 / 47.19 ± 2.14	12.9.1	12.9.1	12.9.1	12.10.0	12.10.8	12.10.0
norallm/normistral-7b-warm-instruct (few-shot)	7248	33	4096	True	6,194 ± 949 / 1,967 ± 619	4.50	36.59 ± 3.56 / 27.50 ± 2.53	0.86 ± 2.41 / 36.44 ± 1.27	14.58 ± 2.13 / 37.44 ± 1.86	61.99 ± 1.16 / 15.07 ± 0.81	1.48 ± 1.63 / 23.23 ± 0.93	-0.98 ± 2.63 / 56.13 ± 0.62	12.7.0	12.7.0	12.7.0	12.7.0	12.10.8	12.7.0
tollefj/nordavind-7b-instruct-warm (few-shot)	7248	33	2048	False	6,450 ± 961 / 2,082 ± 658	4.50	34.76 ± 4.42 / 23.42 ± 2.33	0.77 ± 1.05 / 39.63 ± 2.41	12.80 ± 2.37 / 30.77 ± 2.12	61.23 ± 1.78 / 15.53 ± 0.95	2.01 ± 0.96 / 25.83 ± 1.02	-0.76 ± 3.69 / 53.64 ± 2.57	12.5.2	12.3.2	12.4.0	12.4.0	12.10.8	12.3.2
LumiOpen/Viking-7B (few-shot)	7550	131	4096	True	4,969 ± 1,109 / 1,134 ± 374	4.53	21.41 ± 5.01 / 19.94 ± 5.01	1.76 ± 1.62 / 42.86 ± 2.68	22.54 ± 1.74 / 44.93 ± 1.92	57.33 ± 2.62 / 10.47 ± 1.06	0.97 ± 1.29 / 26.73 ± 0.99	-0.36 ± 2.40 / 44.44 ± 1.08	12.7.0	12.7.0	12.7.0	12.7.0	12.10.8	12.7.0
google/gemma-2-2b (few-shot)	2614	256	8193	True	5,235 ± 1,226 / 1,154 ± 366	4.53	10.67 ± 5.23 / 13.01 ± 3.26	-0.21 ± 0.99 / 33.71 ± 0.28	20.22 ± 3.01 / 43.48 ± 2.32	59.97 ± 2.49 / 13.32 ± 2.03	10.08 ± 1.82 / 32.08 ± 1.37	1.16 ± 2.48 / 51.00 ± 1.70	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
HPLT/gpt-7b-nordic-prerelease (few-shot)	7550	131	4096	True	5,404 ± 931 / 1,638 ± 542	4.54	27.96 ± 3.08 / 25.78 ± 3.20	-0.00 ± 1.28 / 35.53 ± 1.87	23.17 ± 2.78 / 44.72 ± 2.82	55.57 ± 4.13 / 9.41 ± 1.58	0.94 ± 1.26 / 22.66 ± 0.57	-2.72 ± 3.17 / 53.79 ± 1.42	12.5.2	12.3.2	12.3.2	12.3.2	12.10.8	12.3.2
allenai/OLMo-1.7-7B-hf (few-shot)	6888	50	4096	True	3,371 ± 876 / 561 ± 184	4.54	27.44 ± 3.28 / 23.50 ± 3.29	1.46 ± 1.18 / 41.20 ± 3.25	17.26 ± 3.80 / 39.06 ± 3.00	58.30 ± 4.50 / 14.03 ± 2.00	2.14 ± 1.25 / 25.83 ± 1.11	2.43 ± 2.93 / 55.15 ± 1.40	12.10.5	12.10.4	12.10.5	12.10.5	12.10.8	12.10.4
meta-llama/Llama-3.2-1B-Instruct (few-shot)	1236	128	131073	False	7,436 ± 1,846 / 1,508 ± 479	4.54	33.76 ± 3.44 / 32.21 ± 2.82	-0.13 ± 1.34 / 42.66 ± 3.62	12.43 ± 2.62 / 33.38 ± 1.39	59.46 ± 2.42 / 13.23 ± 1.87	2.09 ± 1.34 / 25.68 ± 0.67	3.56 ± 2.07 / 56.72 ± 0.99	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
ibm-granite/granite-3.0-2b-instruct (few-shot)	2634	49	4097	True	10,194 ± 2,403 / 2,193 ± 731	4.55	30.21 ± 4.29 / 29.79 ± 3.81	3.67 ± 1.87 / 48.02 ± 3.06	15.12 ± 1.65 / 40.55 ± 1.13	56.75 ± 2.25 / 10.37 ± 1.58	3.22 ± 0.92 / 27.64 ± 0.84	1.88 ± 2.37 / 49.26 ± 1.60	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
HuggingFaceTB/SmolLM2-1.7B-Instruct (few-shot)	1711	49	8192	True	15,971 ± 3,654 / 3,609 ± 1,197	4.56	26.23 ± 3.53 / 23.26 ± 2.30	2.69 ± 1.42 / 45.61 ± 2.69	10.84 ± 2.59 / 28.57 ± 2.09	60.43 ± 2.70 / 15.28 ± 1.36	1.93 ± 1.38 / 25.06 ± 1.16	3.27 ± 2.97 / 54.02 ± 1.79	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0
ibm-granite/granite-3b-code-base-2k (few-shot)	3483	49	2048	True	2,732 ± 868 / 662 ± 238	4.58	38.52 ± 3.25 / 28.84 ± 5.49	0.00 ± 0.00 / 33.69 ± 0.28	12.94 ± 2.60 / 36.06 ± 2.17	58.58 ± 4.00 / 12.91 ± 2.09	2.11 ± 1.02 / 27.80 ± 1.02	-4.75 ± 2.84 / 50.40 ± 4.21	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
ibm-granite/granite-8b-code-instruct-4k (few-shot)	8055	49	4096	True	5,617 ± 995 / 1,623 ± 540	4.60	43.20 ± 3.61 / 32.10 ± 3.76	0.00 ± 0.00 / 33.69 ± 0.28	14.28 ± 2.94 / 38.21 ± 2.38	49.66 ± 3.28 / 7.97 ± 1.43	3.07 ± 1.66 / 25.74 ± 1.09	2.79 ± 3.13 / 47.97 ± 1.43	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
AI-Sweden-Models/gpt-sw3-1.3b (few-shot)	1445	64	2048	True	4,608 ± 988 / 1,115 ± 354	4.62	1.42 ± 1.60 / 3.11 ± 1.85	0.75 ± 0.73 / 45.87 ± 2.20	23.33 ± 2.22 / 45.28 ± 1.58	64.23 ± 1.78 / 15.08 ± 2.03	0.40 ± 1.88 / 23.35 ± 1.22	0.68 ± 4.15 / 50.85 ± 2.65	12.7.0	12.7.0	12.7.0	12.7.0	12.10.8	12.7.0
AI-Sweden-Models/gpt-sw3-356m-instruct (few-shot)	471	64	2048	True	5,855 ± 1,373 / 1,223 ± 391	4.62	17.79 ± 1.18 / 18.12 ± 1.18	0.08 ± 0.15 / 33.73 ± 0.26	15.04 ± 2.53 / 34.77 ± 1.72	59.45 ± 1.99 / 12.89 ± 1.04	1.06 ± 1.26 / 22.59 ± 0.63	5.69 ± 2.26 / 56.71 ± 0.87	12.7.0	12.7.0	12.7.0	12.7.0	12.10.8	12.7.0
Qwen/Qwen1.5-4B-Chat (few-shot)	3950	152	32768	False	4,347 ± 893 / 1,135 ± 365	4.64	25.65 ± 2.99 / 22.30 ± 2.30	-0.35 ± 2.01 / 44.36 ± 4.13	14.46 ± 2.66 / 32.31 ± 1.66	62.11 ± 2.22 / 14.98 ± 1.53	4.50 ± 1.47 / 28.86 ± 1.09	-1.89 ± 2.66 / 43.72 ± 0.92	12.5.2	12.1.0	12.5.2	12.1.0	12.10.8	12.1.0
ibm-granite/granite-3.0-3b-a800m-instruct (few-shot)	3374	49	4096	True	10,246 ± 3,021 / 1,629 ± 550	4.65	23.14 ± 2.08 / 23.09 ± 2.24	0.18 ± 1.67 / 33.93 ± 0.34	14.15 ± 2.49 / 36.10 ± 1.65	60.80 ± 0.81 / 10.79 ± 1.85	2.86 ± 1.31 / 26.61 ± 1.04	-1.31 ± 2.24 / 50.29 ± 1.93	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
ibm-granite/granite-3.0-2b-base (few-shot)	2534	49	4097	True	10,187 ± 2,363 / 2,204 ± 737	4.67	29.51 ± 2.44 / 29.14 ± 2.34	-0.32 ± 0.63 / 33.70 ± 0.28	12.36 ± 2.12 / 34.06 ± 1.47	59.43 ± 1.83 / 13.09 ± 1.58	2.35 ± 1.26 / 27.85 ± 0.87	0.01 ± 2.73 / 45.18 ± 1.36	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
google/gemma-2b (few-shot)	2506	256	8192	True	6,087 ± 1,046 / 1,902 ± 563	4.73	8.83 ± 5.85 / 9.93 ± 4.70	0.31 ± 1.95 / 45.42 ± 3.51	16.08 ± 2.91 / 37.41 ± 2.44	60.00 ± 2.62 / 13.07 ± 1.31	2.52 ± 1.20 / 26.23 ± 1.40	0.00 ± 2.53 / 56.42 ± 0.98	12.5.2	12.1.0	12.1.0	12.1.0	12.10.8	12.1.0
HuggingFaceTB/SmolLM2-1.7B (few-shot)	1711	49	8192	True	16,249 ± 3,690 / 3,689 ± 1,226	4.74	20.50 ± 4.51 / 18.93 ± 3.84	0.83 ± 1.65 / 45.84 ± 2.02	10.84 ± 2.45 / 28.36 ± 1.48	57.52 ± 4.61 / 13.43 ± 2.11	3.16 ± 0.85 / 26.13 ± 0.67	-1.83 ± 3.11 / 49.80 ± 1.96	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0
Qwen/Qwen1.5-4B (few-shot)	3950	152	32768	True	3,248 ± 739 / 761 ± 252	4.74	15.66 ± 5.89 / 15.78 ± 3.95	-0.55 ± 1.06 / 39.57 ± 3.61	14.11 ± 3.08 / 34.56 ± 2.38	57.17 ± 3.07 / 11.73 ± 1.00	5.46 ± 1.45 / 29.23 ± 1.11	-1.71 ± 3.79 / 50.88 ± 1.29	12.5.2	12.1.0	12.1.0	12.1.0	12.10.8	12.1.0
01-ai/Yi-6B (few-shot)	6061	64	4096	True	6,435 ± 1,316 / 1,632 ± 549	4.77	0.00 ± 0.00 / 0.00 ± 0.00	2.12 ± 1.40 / 38.45 ± 2.47	16.91 ± 2.57 / 40.63 ± 2.83	60.02 ± 3.15 / 14.22 ± 1.52	4.35 ± 1.25 / 28.94 ± 1.09	0.72 ± 2.33 / 52.54 ± 2.18	9.3.2	10.0.0	12.5.1	12.0.0	12.10.8	12.1.0
google/gemma-2b-it (few-shot)	2506	256	8192	False	6,471 ± 1,142 / 1,961 ± 584	4.80	20.49 ± 2.30 / 18.33 ± 1.40	-0.01 ± 2.13 / 46.02 ± 2.71	10.95 ± 2.39 / 37.64 ± 0.75	59.16 ± 0.96 / 9.92 ± 1.05	0.45 ± 1.44 / 22.94 ± 0.76	0.62 ± 1.42 / 56.02 ± 0.95	12.5.2	12.1.0	12.4.0	12.4.0	12.10.8	12.1.0
ibm-granite/granite-3.0-3b-a800m-base (few-shot)	3374	49	4096	True	10,504 ± 3,028 / 1,678 ± 559	4.80	18.07 ± 3.62 / 18.73 ± 2.54	-0.72 ± 1.22 / 33.96 ± 0.50	12.27 ± 2.81 / 30.66 ± 1.47	56.49 ± 3.33 / 8.77 ± 1.24	0.32 ± 1.35 / 24.82 ± 1.04	1.00 ± 2.57 / 51.21 ± 2.91	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
ibm-granite/granite-3b-code-instruct-2k (few-shot)	3483	49	2048	True	9,059 ± 1,947 / 2,201 ± 728	4.82	33.57 ± 2.48 / 33.47 ± 2.48	0.00 ± 0.00 / 33.69 ± 0.28	11.27 ± 2.38 / 33.54 ± 1.64	49.32 ± 3.71 / 8.01 ± 2.04	1.37 ± 1.11 / 25.57 ± 1.36	-4.04 ± 3.58 / 50.55 ± 3.65	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
Qwen/Qwen1.5-1.8B (few-shot)	1837	152	32768	True	5,666 ± 1,328 / 1,256 ± 408	4.86	12.26 ± 4.13 / 12.77 ± 3.60	0.94 ± 1.34 / 40.66 ± 3.73	6.31 ± 1.01 / 20.24 ± 2.02	55.32 ± 3.49 / 8.91 ± 1.05	3.65 ± 1.45 / 26.36 ± 0.92	1.13 ± 3.74 / 52.30 ± 2.26	12.5.2	12.1.0	12.1.0	12.1.0	12.10.8	12.1.0
Qwen/Qwen1.5-1.8B-Chat (few-shot)	1837	152	32768	False	8,304 ± 1,846 / 1,933 ± 617	4.87	14.15 ± 1.92 / 14.96 ± 2.11	0.78 ± 1.70 / 44.74 ± 3.57	7.80 ± 1.32 / 23.47 ± 1.64	57.27 ± 1.42 / 10.43 ± 0.97	1.62 ± 1.18 / 25.09 ± 1.06	1.92 ± 2.32 / 50.07 ± 2.68	12.5.2	12.1.0	12.5.0	12.5.0	12.10.8	12.1.0
meta-llama/Llama-3.2-1B (few-shot)	1236	128	131073	True	7,577 ± 1,884 / 1,555 ± 492	4.89	17.77 ± 6.81 / 16.42 ± 6.19	-0.35 ± 1.50 / 34.29 ± 1.64	8.15 ± 2.21 / 30.75 ± 2.05	54.21 ± 3.27 / 11.06 ± 1.56	0.71 ± 1.34 / 25.40 ± 0.83	2.88 ± 1.84 / 54.45 ± 2.60	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
Qwen/Qwen1.5-0.5B (few-shot)	620	152	32768	True	11,371 ± 2,924 / 2,122 ± 692	4.93	16.20 ± 1.52 / 16.96 ± 1.71	-0.57 ± 1.20 / 41.25 ± 3.51	3.31 ± 0.82 / 16.86 ± 2.98	56.00 ± 3.13 / 10.05 ± 0.73	1.96 ± 1.72 / 25.55 ± 1.37	0.85 ± 1.91 / 52.12 ± 2.92	12.5.2	12.1.0	12.1.0	12.1.0	12.10.8	12.1.0
HuggingFaceTB/SmolLM2-360M (few-shot)	362	49	8192	True	22,023 ± 6,203 / 3,675 ± 1,231	4.96	13.43 ± 1.36 / 13.81 ± 1.45	1.14 ± 1.52 / 36.93 ± 3.69	3.71 ± 1.14 / 16.21 ± 2.86	51.93 ± 3.96 / 8.48 ± 0.87	0.95 ± 1.48 / 22.52 ± 1.05	2.90 ± 2.91 / 56.72 ± 0.69	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0
timpal0l/Mistral-7B-v0.1-flashback-v2-instruct (few-shot)	7242	32	32768	False	5,172 ± 813 / 1,647 ± 518	4.97	24.98 ± 5.71 / 25.35 ± 4.78	1.18 ± 1.09 / 39.01 ± 2.76	8.52 ± 2.30 / 21.32 ± 2.25	39.94 ± 9.39 / 5.18 ± 1.53	4.83 ± 1.40 / 29.14 ± 1.10	4.70 ± 2.96 / 56.56 ± 0.97	12.5.2	12.3.2	12.3.2	12.3.2	12.10.8	12.3.2
Qwen/Qwen1.5-0.5B-Chat (few-shot)	620	152	32768	False	11,740 ± 3,000 / 2,209 ± 721	4.98	9.50 ± 3.17 / 9.41 ± 3.40	1.76 ± 1.62 / 38.51 ± 3.72	3.14 ± 0.71 / 17.84 ± 2.26	58.92 ± 1.57 / 10.09 ± 1.41	-1.28 ± 1.48 / 24.82 ± 0.92	1.48 ± 3.56 / 53.95 ± 2.45	12.5.2	12.1.0	12.5.0	12.5.0	12.10.8	12.1.0
state-spaces/mamba-2.8b-hf (few-shot)	2768	50	32769	True	2,722 ± 495 / 766 ± 250	5.05	18.38 ± 1.54 / 20.76 ± 1.34	0.49 ± 1.54 / 42.54 ± 4.23	6.30 ± 2.23 / 23.24 ± 0.99	51.62 ± 2.09 / 8.63 ± 0.96	2.25 ± 1.26 / 26.07 ± 1.15	-6.17 ± 1.44 / 52.90 ± 2.42	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
HuggingFaceTB/SmolLM2-135M (few-shot)	135	49	8192	True	26,346 ± 7,812 / 4,082 ± 1,372	5.07	14.74 ± 2.42 / 16.01 ± 2.04	-0.25 ± 0.60 / 34.69 ± 3.02	1.35 ± 0.73 / 10.92 ± 2.52	52.66 ± 3.89 / 8.73 ± 0.71	1.21 ± 0.80 / 26.20 ± 1.03	1.69 ± 2.26 / 49.46 ± 3.56	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0
HuggingFaceTB/SmolLM2-360M-Instruct (few-shot)	362	49	8192	True	21,777 ± 6,115 / 3,617 ± 1,211	5.09	13.60 ± 1.50 / 13.99 ± 1.39	0.28 ± 1.41 / 37.58 ± 4.34	4.09 ± 1.03 / 16.34 ± 2.86	50.00 ± 3.22 / 7.84 ± 0.71	-0.11 ± 0.95 / 22.28 ± 0.83	2.51 ± 3.01 / 51.41 ± 3.27	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0
RJuro/kanelsnegl-v0.2 (few-shot)	7242	32	512	True	1,373 ± 120 / 709 ± 172	5.10	23.67 ± 5.16 / 23.19 ± 4.37	0.00 ± 0.00 / 33.69 ± 0.28	0.00 ± 0.00 / 14.61 ± 2.02	50.54 ± 0.14 / 3.11 ± 0.06	0.00 ± 0.00 / 22.04 ± 0.48	0.00 ± 0.00 / 56.52 ± 0.89	12.7.0	12.7.0	12.7.0	12.7.0	12.10.8	12.7.0
RuterNorway/Llama-2-7b-chat-norwegian (few-shot)	6738	32	4096	False	10,890 ± 2,686 / 2,186 ± 750	5.15	9.48 ± 1.48 / 10.10 ± 1.44	0.07 ± 1.06 / 43.54 ± 3.63	1.04 ± 0.96 / 7.35 ± 3.52	55.16 ± 1.26 / 10.52 ± 1.13	-0.80 ± 2.00 / 23.89 ± 0.86	-0.16 ± 0.86 / 32.02 ± 2.77	9.3.1	9.3.1	12.5.2	12.4.0	12.10.8	12.1.0
HuggingFaceTB/SmolLM2-135M-Instruct (few-shot)	135	49	8192	True	25,602 ± 7,583 / 3,953 ± 1,325	5.18	13.70 ± 2.05 / 15.01 ± 2.07	-0.83 ± 0.71 / 32.99 ± 0.27	0.94 ± 0.54 / 10.22 ± 2.52	50.30 ± 4.32 / 7.82 ± 0.77	1.10 ± 1.16 / 25.43 ± 1.07	-0.07 ± 3.01 / 46.28 ± 3.42	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0	13.1.0
NorGLM/NorGPT-369M (few-shot)	unknown	64	2048	True	19,896 ± 5,099 / 3,848 ± 1,251	5.42	1.68 ± 1.40 / 1.54 ± 1.28	-1.38 ± 1.13 / 34.41 ± 2.16	0.08 ± 0.09 / 10.05 ± 2.08	44.02 ± 1.31 / 6.35 ± 0.43	0.15 ± 1.45 / 23.95 ± 1.29	0.28 ± 1.39 / 32.09 ± 2.15	12.5.2	12.5.2	12.5.2	12.5.2	12.10.8	12.5.2
Sigurdur/icebreaker (few-shot)	110	32	1024	False	48,619 ± 7,681 / 13,831 ± 4,404	5.43	0.00 ± 0.00 / 0.00 ± 0.00	0.00 ± 0.00 / 33.69 ± 0.28	0.00 ± 0.00 / 3.90 ± 0.28	44.80 ± 0.65 / 3.34 ± 0.08	0.23 ± 0.75 / 22.11 ± 0.48	0.38 ± 0.75 / 56.53 ± 0.89	12.5.2	12.5.2	12.5.2	12.5.2	12.10.8	12.5.2
Sigurdur/icechat (few-shot)	110	32	1024	False	49,558 ± 7,930 / 13,921 ± 4,425	5.47	0.00 ± 0.00 / 0.00 ± 0.00	0.00 ± 0.00 / 33.69 ± 0.28	0.00 ± 0.00 / 0.64 ± 0.34	42.46 ± 0.47 / 3.58 ± 0.45	0.00 ± 0.00 / 22.04 ± 0.48	0.00 ± 0.00 / 56.52 ± 0.89	12.5.2	12.5.2	12.5.2	12.5.2	12.10.8	12.5.2
ssmits/Falcon2-5.5B-multilingual (few-shot)	5465	65	8192	True	7,692 ± 1,423 / 1,960 ± 644	5.57	0.00 ± 0.00 / 0.00 ± 0.00	0.00 ± 0.00 / 33.69 ± 0.28	0.00 ± 0.00 / 0.02 ± 0.01	36.58 ± 2.96 / 0.16 ± 0.02	-0.00 ± 1.73 / 24.71 ± 1.42	0.00 ± 0.00 / 43.48 ± 0.89	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0	13.0.0
ai-forever/mGPT (few-shot)	unknown	100	2048	True	11,734 ± 3,124 / 2,174 ± 720	5.89	0.00 ± 0.00 / 0.00 ± 0.00	0.00 ± 0.00 / 33.69 ± 0.28	0.00 ± 0.00 / 0.05 ± 0.03	17.11 ± 1.37 / 0.96 ± 0.09	-0.02 ± 1.16 / 22.75 ± 0.50	0.47 ± 4.14 / 46.93 ± 3.13	9.3.1	11.0.0	12.5.1	12.0.0	12.10.8	12.1.0
Sigurdur/jonas-hallgrimsson-gpt2 (few-shot)	125	51	512	False	32,644 ± 3,887 / 11,289 ± 3,585	6.17	0.00 ± 0.00 / 0.00 ± 0.00	0.00 ± 0.00 / 33.69 ± 0.28	0.00 ± 0.00 / 0.00 ± 0.00	0.00 ± 0.00 / 0.00 ± 0.00	-0.26 ± 0.90 / 22.02 ± 0.48	-0.01 ± 1.21 / 55.08 ± 0.99	12.5.2	12.5.2	12.5.2	12.5.2	12.10.8	12.5.2

gpt-4-1106-preview (few-shot, val)

unknown

100

128000

True

576 ± 221 / 81 ± 28

1.18

86.37 ± 1.19 / 82.25 ± 2.73

43.03 ± 5.07 / 71.18 ± 2.64

37.26 ± 2.60 / 66.04 ± 1.95

69.61 ± 0.61 / 23.98 ± 1.17

89.09 ± 1.59 / 91.76 ± 1.19

72.03 ± 3.91 / 86.09 ± 1.96

12.5.1

12.10.2

12.5.1

12.10.8

12.10.2

gpt-4o-2024-05-13 (few-shot, val)

unknown

200

128000

True

916 ± 329 / 114 ± 38

1.20

81.19 ± 2.45 / 54.02 ± 5.60

51.10 ± 5.09 / 73.25 ± 3.42

29.64 ± 2.12 / 55.46 ± 1.12

68.25 ± 0.27 / 19.22 ± 0.51

91.27 ± 1.41 / 93.40 ± 1.09

70.85 ± 5.98 / 85.55 ± 3.05

12.10.0

12.10.2

12.10.0

12.10.8

12.10.2

gpt-4-0613 (few-shot, val)

unknown

100

8190

True

597 ± 197 / 93 ± 33

1.52

78.67 ± 2.16 / 59.54 ± 4.85

33.65 ± 3.19 / 60.56 ± 2.35

32.25 ± 2.01 / 60.12 ± 1.31

69.21 ± 0.25 / 22.50 ± 0.53

86.32 ± 1.50 / 89.65 ± 1.16

74.02 ± 4.17 / 86.80 ± 2.02

12.10.0

12.10.8

12.10.0

google/gemma-2-27b-it (few-shot)

27227

256

8193

True

1,516 ± 257 / 480 ± 148

2.71

55.48 ± 2.38 / 47.46 ± 2.77

20.10 ± 1.79 / 59.68 ± 0.93

27.18 ± 1.05 / 53.76 ± 1.19

68.83 ± 0.22 / 22.98 ± 0.43

67.22 ± 1.40 / 75.44 ± 1.04

35.27 ± 2.45 / 67.79 ± 1.24

13.0.0

gpt-4o-mini-2024-07-18 (few-shot)

unknown

200

128000

True

1,171 ± 378 / 120 ± 39

2.79

67.56 ± 1.93 / 43.20 ± 1.44

23.28 ± 7.61 / 52.43 ± 7.20

24.91 ± 1.14 / 52.48 ± 0.90

67.32 ± 0.95 / 17.55 ± 1.32

67.57 ± 3.31 / 75.27 ± 2.62

15.36 ± 5.77 / 49.21 ± 3.61

12.11.0

google/gemma-2-9b-it (few-shot)

9242

256

8193

True

2,062 ± 397 / 589 ± 178

3.00

45.42 ± 1.86 / 36.69 ± 2.74

24.23 ± 0.89 / 61.40 ± 0.70

24.96 ± 1.52 / 55.04 ± 0.80

68.19 ± 0.25 / 22.04 ± 0.48

54.30 ± 1.60 / 65.62 ± 1.20

24.35 ± 2.31 / 62.81 ± 1.08

13.0.0

gpt-3.5-turbo-0613 (few-shot, val)

unknown

100

4095

True

921 ± 293 / 113 ± 37

3.08

69.59 ± 4.54 / 54.49 ± 4.31

7.28 ± 4.10 / 52.96 ± 2.00

28.50 ± 1.79 / 50.29 ± 1.79

67.10 ± 0.30 / 19.43 ± 0.48

49.88 ± 2.38 / 62.27 ± 1.75

18.61 ± 6.00 / 61.33 ± 2.93

0.0.0

12.10.8

12.1.0

mistralai/Mistral-Nemo-Instruct-2407 (few-shot)

12248

131

1024001

True

7,095 ± 2,193 / 1,063 ± 344

3.33

59.70 ± 1.67 / 41.69 ± 2.75

4.64 ± 3.09 / 38.48 ± 2.74

29.68 ± 1.85 / 58.88 ± 0.87

68.13 ± 0.31 / 20.42 ± 0.65

41.76 ± 1.72 / 56.28 ± 1.30

13.24 ± 4.12 / 56.22 ± 1.89

13.0.0

google/gemma-2-9b (few-shot)

9242

256

8193

True

2,038 ± 406 / 566 ± 172

3.43

30.89 ± 4.28 / 24.06 ± 1.93

5.29 ± 3.38 / 35.79 ± 2.12

32.25 ± 1.89 / 58.20 ± 1.70

67.58 ± 0.63 / 21.53 ± 0.99

55.69 ± 1.49 / 66.84 ± 1.09

17.50 ± 2.56 / 58.33 ± 1.75

13.0.0

meta-llama/Llama-3.1-8B-Instruct (few-shot)

8030

128

131073

True

2,411 ± 465 / 686 ± 215

3.51

55.09 ± 1.76 / 40.34 ± 2.34

8.45 ± 1.33 / 51.00 ± 1.95

29.65 ± 1.09 / 56.96 ± 1.35

68.27 ± 0.25 / 22.14 ± 0.62

30.33 ± 1.72 / 47.81 ± 1.31

10.48 ± 2.28 / 54.89 ± 1.49

13.0.0

mistralai/Ministral-8B-Instruct-2410 (few-shot)

8020

131

32768

True

5,821 ± 1,090 / 1,561 ± 506

3.58

56.09 ± 3.29 / 42.39 ± 2.51

8.51 ± 1.55 / 50.18 ± 2.85

29.23 ± 1.41 / 57.06 ± 0.62

65.90 ± 0.71 / 18.54 ± 0.92

30.58 ± 1.40 / 47.95 ± 1.05

6.77 ± 2.10 / 53.92 ± 1.32

13.0.0

meta-llama/Llama-3.1-8B (few-shot)

8030

128

131073

True

2,439 ± 459 / 703 ± 219

3.60

52.57 ± 2.04 / 36.81 ± 2.12

4.87 ± 2.28 / 40.95 ± 4.97

30.12 ± 4.65 / 57.81 ± 4.78

66.17 ± 0.86 / 18.71 ± 0.89

25.93 ± 1.51 / 44.54 ± 1.14

8.48 ± 2.66 / 53.76 ± 1.54

12.11.0

13.0.0

meta-llama/Meta-Llama-3-8B-Instruct (few-shot)

8030

128

8192

True

4,909 ± 1,215 / 978 ± 319

3.60

61.69 ± 2.17 / 41.25 ± 3.12

6.10 ± 1.61 / 48.74 ± 3.05

31.52 ± 2.08 / 58.96 ± 1.57

66.98 ± 1.04 / 19.84 ± 1.97

25.16 ± 1.55 / 43.57 ± 1.26

1.50 ± 1.22 / 48.33 ± 1.21

12.6.1

12.10.8

12.6.1

upstage/SOLAR-10.7B-v1.0 (few-shot)

10732

32

4096

True

3,780 ± 906 / 799 ± 261

3.62

62.08 ± 2.27 / 51.09 ± 4.15

7.58 ± 1.03 / 44.38 ± 3.90

29.66 ± 3.02 / 56.60 ± 2.22

66.11 ± 0.85 / 18.74 ± 0.90

18.75 ± 1.02 / 38.96 ± 0.70

7.64 ± 1.91 / 49.40 ± 1.45

12.5.3

12.10.8

12.5.3

meta-llama/Meta-Llama-3-8B (few-shot)

8030

128

8192

True

4,687 ± 1,121 / 967 ± 313

3.66

48.70 ± 3.02 / 34.52 ± 2.66

7.49 ± 2.51 / 43.40 ± 4.41

29.56 ± 5.47 / 55.53 ± 5.79

66.34 ± 1.09 / 19.13 ± 0.96

26.78 ± 1.59 / 45.17 ± 1.12

7.41 ± 3.26 / 52.13 ± 1.97

12.6.1

12.10.8

12.6.1

skole-gpt (few-shot)

unknown

32

32768

False

3,583 ± 977 / 686 ± 231

3.80

42.15 ± 2.74 / 33.52 ± 3.32

4.49 ± 1.81 / 47.31 ± 3.24

27.51 ± 3.63 / 56.11 ± 1.65

66.89 ± 0.34 / 19.60 ± 0.89

19.27 ± 1.47 / 39.42 ± 1.10

9.45 ± 2.76 / 54.44 ± 1.24

13.0.0

google/gemma-7b (few-shot)

8538

256

8192

True

1,378 ± 260 / 387 ± 119

3.82

30.61 ± 4.61 / 25.80 ± 3.57

5.60 ± 1.68 / 38.26 ± 2.47

32.22 ± 3.19 / 55.22 ± 2.59

65.03 ± 1.82 / 18.15 ± 2.24

32.53 ± 0.82 / 48.03 ± 0.80

1.14 ± 1.26 / 39.92 ± 1.92

12.9.1

12.10.8

12.10.0

senseable/WestLake-7B-v2 (few-shot)

7242

32

32768

False

5,993 ± 1,028 / 1,742 ± 561

4.00

56.71 ± 1.98 / 46.71 ± 5.28

3.44 ± 2.02 / 50.18 ± 1.14

21.55 ± 2.79 / 54.79 ± 2.02

65.39 ± 0.80 / 18.24 ± 1.00

9.11 ± 0.92 / 32.06 ± 0.70

3.30 ± 2.81 / 44.40 ± 1.61

12.6.1

12.10.8

12.6.1

Nexusflow/Starling-LM-7B-beta (few-shot)

7242

32

8192

False

5,876 ± 1,021 / 1,677 ± 546

4.03

49.20 ± 2.64 / 40.79 ± 4.46

4.45 ± 1.40 / 51.11 ± 0.87

24.61 ± 3.36 / 54.99 ± 2.36

63.74 ± 2.25 / 18.29 ± 1.40

8.45 ± 1.35 / 31.54 ± 1.03

1.14 ± 0.97 / 50.10 ± 0.82

12.5.2

12.10.8

12.5.2

mhenrichsen/hestenettetLM (few-shot)

7242

32

32768

True

5,160 ± 804 / 1,654 ± 516

4.03

50.82 ± 2.72 / 40.35 ± 4.51

0.99 ± 1.54 / 39.38 ± 3.81

25.74 ± 5.44 / 49.45 ± 5.29

61.72 ± 3.16 / 16.00 ± 1.82

10.78 ± 1.15 / 33.40 ± 0.91

3.94 ± 2.97 / 54.60 ± 1.62

12.5.2

12.3.2

12.10.8

12.3.2

mistralai/Mistral-7B-v0.1 (few-shot)

7242

32

32768

True

2,657 ± 524 / 880 ± 278

4.09

47.24 ± 2.54 / 37.77 ± 3.87

1.35 ± 1.70 / 39.37 ± 3.87

25.70 ± 5.36 / 49.31 ± 5.21

61.96 ± 3.10 / 16.11 ± 1.80

10.25 ± 0.96 / 32.89 ± 0.83

1.99 ± 2.95 / 54.48 ± 1.27

9.1.2

12.5.1

11.0.0

12.10.8

12.1.0

TrustLLMeu/baseline-7-8b_1t-tokens_llama (few-shot)

7800

100

4096

True

6,197 ± 1,118 / 1,730 ± 577

4.13

36.02 ± 3.80 / 33.67 ± 3.60

5.05 ± 2.42 / 48.46 ± 3.52

25.83 ± 4.24 / 50.31 ± 4.16

66.77 ± 0.97 / 18.38 ± 1.96

1.70 ± 1.74 / 25.02 ± 1.35

-1.88 ± 3.84 / 55.00 ± 1.77

13.0.0

mistralai/Mistral-7B-v0.3 (few-shot)

7248

33

32768

True

4,120 ± 976 / 926 ± 306

4.13

44.68 ± 3.50 / 36.20 ± 4.20

0.12 ± 1.68 / 35.09 ± 1.17

25.52 ± 5.24 / 49.15 ± 5.21

61.40 ± 2.38 / 14.90 ± 1.60

10.25 ± 1.54 / 32.81 ± 1.22

5.24 ± 1.65 / 52.80 ± 2.41

12.10.4

12.10.5

12.10.8

12.10.4

CohereForAI/aya-expanse-8b (few-shot)

8028

256

8192

False

5,581 ± 1,066 / 1,471 ± 483

4.16

28.98 ± 2.63 / 21.75 ± 1.89

4.93 ± 1.06 / 49.69 ± 2.65

24.72 ± 2.22 / 54.41 ± 1.43

63.45 ± 1.92 / 16.81 ± 2.23

10.97 ± 1.13 / 33.51 ± 0.81

4.23 ± 1.80 / 49.31 ± 0.84

13.0.0

timpal0l/Mistral-7B-v0.1-flashback-v2 (few-shot)

7242

32

32768

True

5,054 ± 1,200 / 1,056 ± 339

4.16

36.47 ± 4.24 / 30.33 ± 3.70

2.54 ± 1.29 / 50.66 ± 0.62

18.66 ± 4.26 / 38.73 ± 3.66

63.68 ± 1.75 / 16.38 ± 1.24

5.12 ± 1.30 / 28.85 ± 0.99

8.30 ± 1.28 / 57.35 ± 0.75

12.5.3

12.10.8

12.5.3

mistralai/Mistral-7B-Instruct-v0.2 (few-shot)

7242

32

32768

False

634 ± 179 / 110 ± 35

4.18

43.11 ± 2.23 / 29.34 ± 3.27

3.40 ± 1.87 / 48.75 ± 1.47

19.18 ± 3.69 / 49.62 ± 2.59

65.01 ± 1.51 / 18.34 ± 1.35

5.49 ± 1.98 / 28.73 ± 1.39

0.24 ± 0.71 / 38.95 ± 0.84

9.2.0

9.3.1

12.4.0

12.10.8

12.1.0

ibm-granite/granite-3.0-8b-instruct (few-shot)

8171

49

4096

True

5,090 ± 937 / 1,423 ± 466

4.22

42.67 ± 3.13 / 35.40 ± 3.93

1.11 ± 1.45 / 34.61 ± 0.82

22.25 ± 2.78 / 49.58 ± 2.19

63.81 ± 1.05 / 16.07 ± 1.19

5.12 ± 1.20 / 27.91 ± 0.90

0.89 ± 2.37 / 53.27 ± 1.64

13.0.0

meta-llama/Llama-3.2-3B (few-shot)

3213

128

131073

True

3,713 ± 877 / 836 ± 267

4.22

42.04 ± 3.53 / 25.31 ± 1.59

0.00 ± 0.00 / 32.97 ± 0.29

24.07 ± 4.63 / 49.31 ± 4.59

61.80 ± 2.80 / 14.50 ± 2.00

13.79 ± 1.55 / 35.23 ± 1.26

0.25 ± 2.45 / 48.10 ± 1.67

13.0.0

occiglot/occiglot-7b-eu5-instruct (few-shot)

7242

32

32768

False

2,088 ± 352 / 706 ± 214

4.24

40.71 ± 2.93 / 34.57 ± 4.02

0.71 ± 2.00 / 36.90 ± 2.10

20.66 ± 3.67 / 45.91 ± 3.45

65.25 ± 0.97 / 19.09 ± 1.05

5.35 ± 1.32 / 28.11 ± 1.13

0.35 ± 2.49 / 51.16 ± 2.74

12.5.2

12.3.1

12.4.0

12.10.8

12.3.1

01-ai/Yi-1.5-6B (few-shot)

6061

64

4097

True

2,867 ± 550 / 793 ± 253

4.26

38.15 ± 2.30 / 28.10 ± 4.65

0.98 ± 1.44 / 35.86 ± 1.12

20.39 ± 3.04 / 44.20 ± 2.72

61.23 ± 2.31 / 14.45 ± 1.79

7.59 ± 1.44 / 31.07 ± 1.05

3.44 ± 2.28 / 46.89 ± 1.02

13.0.0

CohereForAI/aya-23-8B (few-shot)

8028

256

8192

False

5,608 ± 1,062 / 1,472 ± 479

4.28

47.16 ± 2.83 / 38.60 ± 4.04

3.84 ± 1.27 / 40.06 ± 3.79

21.75 ± 2.21 / 48.25 ± 2.02

59.16 ± 2.91 / 14.91 ± 1.85

3.70 ± 1.01 / 27.71 ± 0.66

-3.24 ± 3.16 / 49.96 ± 2.38

13.0.0

meta-llama/Llama-2-13b-chat-hf (few-shot)

13016

32

4065

True

2,849 ± 622 / 723 ± 229

4.29

37.53 ± 3.42 / 30.51 ± 3.50

0.14 ± 1.96 / 39.45 ± 3.51

20.91 ± 2.93 / 43.86 ± 1.90

66.15 ± 0.59 / 19.08 ± 1.08

7.17 ± 1.32 / 30.61 ± 0.94

-0.55 ± 2.76 / 47.83 ± 2.20

12.11.0

12.10.4

12.11.0

12.10.4

ibm-granite/granite-3.0-8b-base (few-shot)

8171

49

4096

True

5,116 ± 943 / 1,436 ± 472

4.30

37.82 ± 3.63 / 32.97 ± 3.97

-0.12 ± 1.31 / 33.78 ± 0.32

21.59 ± 2.22 / 47.09 ± 1.09

62.35 ± 3.34 / 16.15 ± 1.66

6.54 ± 1.30 / 28.63 ± 1.24

1.83 ± 3.53 / 49.23 ± 2.07

13.0.0

ibm-granite/granite-8b-code-base-4k (few-shot)

8055

49

4096

True

2,313 ± 423 / 682 ± 210

4.32

50.89 ± 2.90 / 35.75 ± 4.67

0.50 ± 0.94 / 33.77 ± 0.30

17.43 ± 3.38 / 41.32 ± 3.18

59.94 ± 2.87 / 12.62 ± 1.91

5.52 ± 1.26 / 28.97 ± 0.97

1.73 ± 2.31 / 50.89 ± 3.35

13.0.0

mistralai/Mistral-7B-Instruct-v0.1 (few-shot)

7242

32

32768

False

634 ± 179 / 110 ± 35

4.33

36.04 ± 2.59 / 24.74 ± 2.79

-0.36 ± 1.36 / 33.94 ± 0.32

18.06 ± 3.16 / 42.57 ± 2.89

62.80 ± 1.69 / 15.23 ± 1.01

5.44 ± 1.14 / 28.13 ± 1.06

6.35 ± 2.71 / 50.49 ± 1.57

9.3.1

12.4.0

12.10.8

12.1.0

occiglot/occiglot-7b-eu5 (few-shot)

7242

32

32768

True

2,219 ± 427 / 717 ± 224

4.33

40.08 ± 2.82 / 37.15 ± 4.07

1.59 ± 1.86 / 39.93 ± 4.19

15.98 ± 3.74 / 39.67 ± 3.36

62.55 ± 3.03 / 15.26 ± 2.31

5.98 ± 1.66 / 28.18 ± 1.30

-0.51 ± 1.95 / 47.23 ± 2.39

12.5.2

12.1.0

12.10.8

12.2.0

MaLA-LM/emma-500-llama2-7b (few-shot)

6738

32

4096

True

6,275 ± 1,193 / 1,755 ± 578

4.35

31.81 ± 1.93 / 29.47 ± 2.02

3.63 ± 1.69 / 44.49 ± 3.89

16.72 ± 7.29 / 46.83 ± 5.93

58.72 ± 3.28 / 13.71 ± 1.35

12.62 ± 1.36 / 34.51 ± 1.27

3.43 ± 2.18 / 44.56 ± 1.09

13.0.0

google/gemma-7b-it (few-shot)

8538

256

8192

False

1,792 ± 249 / 668 ± 203

4.35

37.69 ± 3.97 / 34.52 ± 3.74

3.11 ± 1.49 / 48.48 ± 2.77

18.34 ± 2.07 / 43.26 ± 1.28

63.71 ± 1.04 / 16.63 ± 0.98

7.70 ± 1.44 / 28.98 ± 1.20

-5.17 ± 2.94 / 53.84 ± 1.87

12.10.0

12.10.8

12.10.0

meta-llama/Llama-3.2-3B-Instruct (few-shot)

3213

128

131073

False

10,424 ± 2,641 / 2,081 ± 666

4.35

27.57 ± 1.71 / 22.52 ± 1.18

-1.39 ± 1.30 / 34.40 ± 1.96

22.98 ± 2.48 / 50.74 ± 1.59

62.00 ± 1.89 / 14.40 ± 1.93

13.33 ± 1.23 / 35.42 ± 0.93

0.74 ± 1.09 / 50.92 ± 0.73

13.0.0

meta-llama/Llama-2-13b-hf (few-shot)

13016

32

4096

True

2,898 ± 637 / 736 ± 236

4.37

36.56 ± 3.03 / 34.23 ± 3.45

1.73 ± 1.56 / 45.02 ± 2.05

21.97 ± 4.26 / 46.27 ± 3.94

63.50 ± 2.92 / 16.51 ± 2.19

5.60 ± 1.25 / 29.83 ± 1.00

-5.80 ± 2.91 / 46.82 ± 2.65

12.10.5

12.10.4

12.10.5

12.10.8

12.10.4

LumiOpen/Viking-13B (few-shot)

14030

131

4097

True

840 ± 79 / 400 ± 124

4.40

26.28 ± 5.09 / 22.73 ± 3.35

2.17 ± 1.98 / 48.03 ± 2.64

22.65 ± 3.50 / 45.48 ± 2.99

62.07 ± 1.73 / 11.04 ± 1.91

-0.07 ± 0.85 / 23.51 ± 0.95

-2.92 ± 4.86 / 53.55 ± 3.32

12.10.5

12.10.8

12.10.5

meta-llama/Llama-2-7b-chat-hf (few-shot)

6738

32

4096

False

2,643 ± 455 / 800 ± 247

4.43

41.10 ± 3.35 / 40.54 ± 3.19

-1.07 ± 2.09 / 44.83 ± 2.20

16.13 ± 2.52 / 39.51 ± 1.98

62.30 ± 0.90 / 13.28 ± 1.36

3.16 ± 0.79 / 27.40 ± 0.79

1.84 ± 2.19 / 43.79 ± 0.73

9.3.1

12.4.0

12.10.8

12.1.0

google/gemma-2-2b-it (few-shot)

2614

256

8193

True

5,374 ± 1,233 / 1,193 ± 377

4.44

14.79 ± 4.70 / 13.03 ± 2.92

1.10 ± 1.54 / 34.67 ± 0.87

25.42 ± 1.09 / 51.72 ± 1.28

62.67 ± 1.62 / 16.91 ± 1.38

10.76 ± 1.56 / 32.34 ± 1.02

-5.20 ± 1.82 / 53.08 ± 0.91

13.0.0

AI-Sweden-Models/gpt-sw3-6.7b-v2-instruct (few-shot)

7111

64

2048

True

2,383 ± 451 / 718 ± 221

4.47

19.39 ± 1.31 / 19.04 ± 1.36

0.01 ± 1.49 / 34.61 ± 0.73

20.92 ± 3.41 / 51.75 ± 2.10

66.55 ± 0.34 / 18.80 ± 0.51

6.02 ± 1.50 / 29.00 ± 1.28

-2.37 ± 1.71 / 39.83 ± 3.57

12.7.0

12.4.0

12.10.8

12.7.0

microsoft/Phi-3-mini-4k-instruct (few-shot)

3821

32

4096

True

5,224 ± 1,371 / 1,063 ± 358

4.47

33.05 ± 4.29 / 29.75 ± 3.67

0.71 ± 1.18 / 34.80 ± 0.88

17.23 ± 2.51 / 39.88 ± 1.59

60.08 ± 1.45 / 13.80 ± 0.81

2.67 ± 1.35 / 27.04 ± 1.07

2.74 ± 2.28 / 53.18 ± 0.93

12.10.5

12.10.8

12.10.5

bineric/NorskGPT-Llama-7B-v0.1 (few-shot)

6738

32

4096

False

5,384 ± 879 / 1,746 ± 553

4.49

34.62 ± 4.64 / 33.25 ± 4.37

-0.24 ± 1.43 / 33.75 ± 0.31

18.10 ± 1.85 / 43.52 ± 0.87

61.81 ± 0.98 / 15.04 ± 0.70

3.06 ± 1.01 / 28.01 ± 0.86

-1.90 ± 2.28 / 44.34 ± 1.19

12.5.2

12.3.2

12.10.8

12.3.2

meta-llama/Llama-2-7b-hf (few-shot)

6738

32

4096

True

930 ± 310 / 128 ± 43

4.49

32.71 ± 2.77 / 32.17 ± 2.13

0.66 ± 1.75 / 40.36 ± 4.19

18.04 ± 4.05 / 41.40 ± 3.27

60.73 ± 3.02 / 14.02 ± 1.57

3.65 ± 1.33 / 26.91 ± 1.00

-0.00 ± 2.41 / 44.93 ± 0.92

9.2.0

12.5.1

11.0.0

12.10.8

12.1.0

microsoft/Phi-3-mini-128k-instruct (few-shot)

3821

32

131072

True

7,312 ± 1,668 / 1,609 ± 525

4.49

27.22 ± 3.65 / 24.21 ± 2.67

1.31 ± 1.28 / 39.67 ± 4.39

17.24 ± 2.72 / 41.15 ± 1.57

62.00 ± 1.66 / 15.80 ± 1.12

1.85 ± 1.18 / 26.88 ± 0.86

1.06 ± 2.84 / 47.19 ± 2.14

12.9.1

12.10.0

12.10.8

12.10.0

norallm/normistral-7b-warm-instruct (few-shot)

7248

33

4096

True

6,194 ± 949 / 1,967 ± 619

4.50

36.59 ± 3.56 / 27.50 ± 2.53

0.86 ± 2.41 / 36.44 ± 1.27

14.58 ± 2.13 / 37.44 ± 1.86

61.99 ± 1.16 / 15.07 ± 0.81

1.48 ± 1.63 / 23.23 ± 0.93

-0.98 ± 2.63 / 56.13 ± 0.62

12.7.0

12.10.8

12.7.0

tollefj/nordavind-7b-instruct-warm (few-shot)

7248

33

2048

False

6,450 ± 961 / 2,082 ± 658

4.50

34.76 ± 4.42 / 23.42 ± 2.33

0.77 ± 1.05 / 39.63 ± 2.41

12.80 ± 2.37 / 30.77 ± 2.12

61.23 ± 1.78 / 15.53 ± 0.95

2.01 ± 0.96 / 25.83 ± 1.02

-0.76 ± 3.69 / 53.64 ± 2.57

12.5.2

12.3.2

12.4.0

12.10.8

12.3.2

LumiOpen/Viking-7B (few-shot)

7550

131

4096

True

4,969 ± 1,109 / 1,134 ± 374

4.53

21.41 ± 5.01 / 19.94 ± 5.01

1.76 ± 1.62 / 42.86 ± 2.68

22.54 ± 1.74 / 44.93 ± 1.92

57.33 ± 2.62 / 10.47 ± 1.06

0.97 ± 1.29 / 26.73 ± 0.99

-0.36 ± 2.40 / 44.44 ± 1.08

12.7.0

12.10.8

12.7.0

google/gemma-2-2b (few-shot)

2614

256

8193

True

5,235 ± 1,226 / 1,154 ± 366

4.53

10.67 ± 5.23 / 13.01 ± 3.26

-0.21 ± 0.99 / 33.71 ± 0.28

20.22 ± 3.01 / 43.48 ± 2.32

59.97 ± 2.49 / 13.32 ± 2.03

10.08 ± 1.82 / 32.08 ± 1.37

1.16 ± 2.48 / 51.00 ± 1.70

13.0.0

HPLT/gpt-7b-nordic-prerelease (few-shot)

7550

131

4096

True

5,404 ± 931 / 1,638 ± 542

4.54

27.96 ± 3.08 / 25.78 ± 3.20

-0.00 ± 1.28 / 35.53 ± 1.87

23.17 ± 2.78 / 44.72 ± 2.82

55.57 ± 4.13 / 9.41 ± 1.58

0.94 ± 1.26 / 22.66 ± 0.57

-2.72 ± 3.17 / 53.79 ± 1.42

12.5.2

12.3.2

12.10.8

12.3.2

allenai/OLMo-1.7-7B-hf (few-shot)

6888

50

4096

True

3,371 ± 876 / 561 ± 184

4.54

27.44 ± 3.28 / 23.50 ± 3.29

1.46 ± 1.18 / 41.20 ± 3.25

17.26 ± 3.80 / 39.06 ± 3.00

58.30 ± 4.50 / 14.03 ± 2.00

2.14 ± 1.25 / 25.83 ± 1.11

2.43 ± 2.93 / 55.15 ± 1.40

12.10.5

12.10.4

12.10.5

12.10.8

12.10.4

meta-llama/Llama-3.2-1B-Instruct (few-shot)

1236

128

131073

False

7,436 ± 1,846 / 1,508 ± 479

4.54

33.76 ± 3.44 / 32.21 ± 2.82

-0.13 ± 1.34 / 42.66 ± 3.62

12.43 ± 2.62 / 33.38 ± 1.39

59.46 ± 2.42 / 13.23 ± 1.87

2.09 ± 1.34 / 25.68 ± 0.67

3.56 ± 2.07 / 56.72 ± 0.99

13.0.0

ibm-granite/granite-3.0-2b-instruct (few-shot)

2634

49

4097

True

10,194 ± 2,403 / 2,193 ± 731

4.55

30.21 ± 4.29 / 29.79 ± 3.81

3.67 ± 1.87 / 48.02 ± 3.06

15.12 ± 1.65 / 40.55 ± 1.13

56.75 ± 2.25 / 10.37 ± 1.58

3.22 ± 0.92 / 27.64 ± 0.84

1.88 ± 2.37 / 49.26 ± 1.60

13.0.0

HuggingFaceTB/SmolLM2-1.7B-Instruct (few-shot)

1711

49

8192

True

15,971 ± 3,654 / 3,609 ± 1,197

4.56

26.23 ± 3.53 / 23.26 ± 2.30

2.69 ± 1.42 / 45.61 ± 2.69

10.84 ± 2.59 / 28.57 ± 2.09

60.43 ± 2.70 / 15.28 ± 1.36

1.93 ± 1.38 / 25.06 ± 1.16

3.27 ± 2.97 / 54.02 ± 1.79

13.1.0

ibm-granite/granite-3b-code-base-2k (few-shot)

3483

49

2048

True

2,732 ± 868 / 662 ± 238

4.58

38.52 ± 3.25 / 28.84 ± 5.49

0.00 ± 0.00 / 33.69 ± 0.28

12.94 ± 2.60 / 36.06 ± 2.17

58.58 ± 4.00 / 12.91 ± 2.09

2.11 ± 1.02 / 27.80 ± 1.02

-4.75 ± 2.84 / 50.40 ± 4.21

13.0.0

ibm-granite/granite-8b-code-instruct-4k (few-shot)

8055

49

4096

True

5,617 ± 995 / 1,623 ± 540

4.60

43.20 ± 3.61 / 32.10 ± 3.76

0.00 ± 0.00 / 33.69 ± 0.28

14.28 ± 2.94 / 38.21 ± 2.38

49.66 ± 3.28 / 7.97 ± 1.43

3.07 ± 1.66 / 25.74 ± 1.09

2.79 ± 3.13 / 47.97 ± 1.43

13.0.0

AI-Sweden-Models/gpt-sw3-1.3b (few-shot)

1445

64

2048

True

4,608 ± 988 / 1,115 ± 354

4.62

1.42 ± 1.60 / 3.11 ± 1.85

0.75 ± 0.73 / 45.87 ± 2.20

23.33 ± 2.22 / 45.28 ± 1.58

64.23 ± 1.78 / 15.08 ± 2.03

0.40 ± 1.88 / 23.35 ± 1.22

0.68 ± 4.15 / 50.85 ± 2.65

12.7.0

12.10.8

12.7.0

AI-Sweden-Models/gpt-sw3-356m-instruct (few-shot)

471

64

2048

True

5,855 ± 1,373 / 1,223 ± 391

4.62

17.79 ± 1.18 / 18.12 ± 1.18

0.08 ± 0.15 / 33.73 ± 0.26

15.04 ± 2.53 / 34.77 ± 1.72

59.45 ± 1.99 / 12.89 ± 1.04

1.06 ± 1.26 / 22.59 ± 0.63

5.69 ± 2.26 / 56.71 ± 0.87

12.7.0

12.10.8

12.7.0

Qwen/Qwen1.5-4B-Chat (few-shot)

3950

152

32768

False

4,347 ± 893 / 1,135 ± 365

4.64

25.65 ± 2.99 / 22.30 ± 2.30

-0.35 ± 2.01 / 44.36 ± 4.13

14.46 ± 2.66 / 32.31 ± 1.66

62.11 ± 2.22 / 14.98 ± 1.53

4.50 ± 1.47 / 28.86 ± 1.09

-1.89 ± 2.66 / 43.72 ± 0.92

12.5.2

12.1.0

12.5.2

12.1.0

12.10.8

12.1.0

ibm-granite/granite-3.0-3b-a800m-instruct (few-shot)

3374

49

4096

True

10,246 ± 3,021 / 1,629 ± 550

4.65

23.14 ± 2.08 / 23.09 ± 2.24

0.18 ± 1.67 / 33.93 ± 0.34

14.15 ± 2.49 / 36.10 ± 1.65

60.80 ± 0.81 / 10.79 ± 1.85

2.86 ± 1.31 / 26.61 ± 1.04

-1.31 ± 2.24 / 50.29 ± 1.93

13.0.0

ibm-granite/granite-3.0-2b-base (few-shot)

2534

49

4097

True

10,187 ± 2,363 / 2,204 ± 737

4.67

29.51 ± 2.44 / 29.14 ± 2.34

-0.32 ± 0.63 / 33.70 ± 0.28

12.36 ± 2.12 / 34.06 ± 1.47

59.43 ± 1.83 / 13.09 ± 1.58

2.35 ± 1.26 / 27.85 ± 0.87

0.01 ± 2.73 / 45.18 ± 1.36

13.0.0

google/gemma-2b (few-shot)

2506

256

8192

True

6,087 ± 1,046 / 1,902 ± 563

4.73

8.83 ± 5.85 / 9.93 ± 4.70

0.31 ± 1.95 / 45.42 ± 3.51

16.08 ± 2.91 / 37.41 ± 2.44

60.00 ± 2.62 / 13.07 ± 1.31

2.52 ± 1.20 / 26.23 ± 1.40

0.00 ± 2.53 / 56.42 ± 0.98

12.5.2

12.1.0

12.10.8

12.1.0

HuggingFaceTB/SmolLM2-1.7B (few-shot)

1711

49

8192

True

16,249 ± 3,690 / 3,689 ± 1,226

4.74

20.50 ± 4.51 / 18.93 ± 3.84

0.83 ± 1.65 / 45.84 ± 2.02

10.84 ± 2.45 / 28.36 ± 1.48

57.52 ± 4.61 / 13.43 ± 2.11

3.16 ± 0.85 / 26.13 ± 0.67

-1.83 ± 3.11 / 49.80 ± 1.96

13.1.0

Qwen/Qwen1.5-4B (few-shot)

3950

152

32768

True

3,248 ± 739 / 761 ± 252

4.74

15.66 ± 5.89 / 15.78 ± 3.95

-0.55 ± 1.06 / 39.57 ± 3.61

14.11 ± 3.08 / 34.56 ± 2.38

57.17 ± 3.07 / 11.73 ± 1.00

5.46 ± 1.45 / 29.23 ± 1.11

-1.71 ± 3.79 / 50.88 ± 1.29

12.5.2

12.1.0

12.10.8

12.1.0

01-ai/Yi-6B (few-shot)

6061

64

4096

True

6,435 ± 1,316 / 1,632 ± 549

4.77

0.00 ± 0.00 / 0.00 ± 0.00

2.12 ± 1.40 / 38.45 ± 2.47

16.91 ± 2.57 / 40.63 ± 2.83

60.02 ± 3.15 / 14.22 ± 1.52

4.35 ± 1.25 / 28.94 ± 1.09

0.72 ± 2.33 / 52.54 ± 2.18

9.3.2

10.0.0

12.5.1

12.0.0

12.10.8

12.1.0

google/gemma-2b-it (few-shot)

2506

256

8192

False

6,471 ± 1,142 / 1,961 ± 584

4.80

20.49 ± 2.30 / 18.33 ± 1.40

-0.01 ± 2.13 / 46.02 ± 2.71

10.95 ± 2.39 / 37.64 ± 0.75

59.16 ± 0.96 / 9.92 ± 1.05

0.45 ± 1.44 / 22.94 ± 0.76

0.62 ± 1.42 / 56.02 ± 0.95

12.5.2

12.1.0

12.4.0

12.10.8

12.1.0

ibm-granite/granite-3.0-3b-a800m-base (few-shot)

3374

49

4096

True

10,504 ± 3,028 / 1,678 ± 559

4.80

18.07 ± 3.62 / 18.73 ± 2.54

-0.72 ± 1.22 / 33.96 ± 0.50

12.27 ± 2.81 / 30.66 ± 1.47

56.49 ± 3.33 / 8.77 ± 1.24

0.32 ± 1.35 / 24.82 ± 1.04

1.00 ± 2.57 / 51.21 ± 2.91

13.0.0

ibm-granite/granite-3b-code-instruct-2k (few-shot)

3483

49

2048

True

9,059 ± 1,947 / 2,201 ± 728

4.82

33.57 ± 2.48 / 33.47 ± 2.48

0.00 ± 0.00 / 33.69 ± 0.28

11.27 ± 2.38 / 33.54 ± 1.64

49.32 ± 3.71 / 8.01 ± 2.04

1.37 ± 1.11 / 25.57 ± 1.36

-4.04 ± 3.58 / 50.55 ± 3.65

13.0.0

Qwen/Qwen1.5-1.8B (few-shot)

1837

152

32768

True

5,666 ± 1,328 / 1,256 ± 408

4.86

12.26 ± 4.13 / 12.77 ± 3.60

0.94 ± 1.34 / 40.66 ± 3.73

6.31 ± 1.01 / 20.24 ± 2.02

55.32 ± 3.49 / 8.91 ± 1.05

3.65 ± 1.45 / 26.36 ± 0.92

1.13 ± 3.74 / 52.30 ± 2.26

12.5.2

12.1.0

12.10.8

12.1.0

Qwen/Qwen1.5-1.8B-Chat (few-shot)

1837

152

32768

False

8,304 ± 1,846 / 1,933 ± 617

4.87

14.15 ± 1.92 / 14.96 ± 2.11

0.78 ± 1.70 / 44.74 ± 3.57

7.80 ± 1.32 / 23.47 ± 1.64

57.27 ± 1.42 / 10.43 ± 0.97

1.62 ± 1.18 / 25.09 ± 1.06

1.92 ± 2.32 / 50.07 ± 2.68

12.5.2

12.1.0

12.5.0

12.10.8

12.1.0

meta-llama/Llama-3.2-1B (few-shot)

1236

128

131073

True

7,577 ± 1,884 / 1,555 ± 492

4.89

17.77 ± 6.81 / 16.42 ± 6.19

-0.35 ± 1.50 / 34.29 ± 1.64

8.15 ± 2.21 / 30.75 ± 2.05

54.21 ± 3.27 / 11.06 ± 1.56

0.71 ± 1.34 / 25.40 ± 0.83

2.88 ± 1.84 / 54.45 ± 2.60

13.0.0

Qwen/Qwen1.5-0.5B (few-shot)

620

152

32768

True

11,371 ± 2,924 / 2,122 ± 692

4.93

16.20 ± 1.52 / 16.96 ± 1.71

-0.57 ± 1.20 / 41.25 ± 3.51

3.31 ± 0.82 / 16.86 ± 2.98

56.00 ± 3.13 / 10.05 ± 0.73

1.96 ± 1.72 / 25.55 ± 1.37

0.85 ± 1.91 / 52.12 ± 2.92

12.5.2

12.1.0

12.10.8

12.1.0

HuggingFaceTB/SmolLM2-360M (few-shot)

362

49

8192

True

22,023 ± 6,203 / 3,675 ± 1,231

4.96

13.43 ± 1.36 / 13.81 ± 1.45

1.14 ± 1.52 / 36.93 ± 3.69

3.71 ± 1.14 / 16.21 ± 2.86

51.93 ± 3.96 / 8.48 ± 0.87

0.95 ± 1.48 / 22.52 ± 1.05

2.90 ± 2.91 / 56.72 ± 0.69

13.1.0

timpal0l/Mistral-7B-v0.1-flashback-v2-instruct (few-shot)

7242

32

32768

False

5,172 ± 813 / 1,647 ± 518

4.97

24.98 ± 5.71 / 25.35 ± 4.78

1.18 ± 1.09 / 39.01 ± 2.76

8.52 ± 2.30 / 21.32 ± 2.25

39.94 ± 9.39 / 5.18 ± 1.53

4.83 ± 1.40 / 29.14 ± 1.10

4.70 ± 2.96 / 56.56 ± 0.97

12.5.2

12.3.2

12.10.8

12.3.2

Qwen/Qwen1.5-0.5B-Chat (few-shot)

620

152

32768

False

11,740 ± 3,000 / 2,209 ± 721

4.98

9.50 ± 3.17 / 9.41 ± 3.40

1.76 ± 1.62 / 38.51 ± 3.72

3.14 ± 0.71 / 17.84 ± 2.26

58.92 ± 1.57 / 10.09 ± 1.41

-1.28 ± 1.48 / 24.82 ± 0.92

1.48 ± 3.56 / 53.95 ± 2.45

12.5.2

12.1.0

12.5.0

12.10.8

12.1.0

state-spaces/mamba-2.8b-hf (few-shot)

2768

50

32769

True

2,722 ± 495 / 766 ± 250

5.05

18.38 ± 1.54 / 20.76 ± 1.34

0.49 ± 1.54 / 42.54 ± 4.23

6.30 ± 2.23 / 23.24 ± 0.99

51.62 ± 2.09 / 8.63 ± 0.96

2.25 ± 1.26 / 26.07 ± 1.15

-6.17 ± 1.44 / 52.90 ± 2.42

13.0.0

HuggingFaceTB/SmolLM2-135M (few-shot)

135

49

8192

True

26,346 ± 7,812 / 4,082 ± 1,372

5.07

14.74 ± 2.42 / 16.01 ± 2.04

-0.25 ± 0.60 / 34.69 ± 3.02

1.35 ± 0.73 / 10.92 ± 2.52

52.66 ± 3.89 / 8.73 ± 0.71

1.21 ± 0.80 / 26.20 ± 1.03

1.69 ± 2.26 / 49.46 ± 3.56

13.1.0

HuggingFaceTB/SmolLM2-360M-Instruct (few-shot)

362

49

8192

True

21,777 ± 6,115 / 3,617 ± 1,211

5.09

13.60 ± 1.50 / 13.99 ± 1.39

0.28 ± 1.41 / 37.58 ± 4.34

4.09 ± 1.03 / 16.34 ± 2.86

50.00 ± 3.22 / 7.84 ± 0.71

-0.11 ± 0.95 / 22.28 ± 0.83

2.51 ± 3.01 / 51.41 ± 3.27

13.1.0

RJuro/kanelsnegl-v0.2 (few-shot)

7242

32

512

True

1,373 ± 120 / 709 ± 172

5.10

23.67 ± 5.16 / 23.19 ± 4.37

0.00 ± 0.00 / 33.69 ± 0.28

0.00 ± 0.00 / 14.61 ± 2.02

50.54 ± 0.14 / 3.11 ± 0.06

0.00 ± 0.00 / 22.04 ± 0.48

0.00 ± 0.00 / 56.52 ± 0.89

12.7.0

12.10.8

12.7.0

RuterNorway/Llama-2-7b-chat-norwegian (few-shot)

6738

32

4096

False

10,890 ± 2,686 / 2,186 ± 750

5.15

9.48 ± 1.48 / 10.10 ± 1.44

0.07 ± 1.06 / 43.54 ± 3.63

1.04 ± 0.96 / 7.35 ± 3.52

55.16 ± 1.26 / 10.52 ± 1.13

-0.80 ± 2.00 / 23.89 ± 0.86

-0.16 ± 0.86 / 32.02 ± 2.77

9.3.1

12.5.2

12.4.0

12.10.8

12.1.0

HuggingFaceTB/SmolLM2-135M-Instruct (few-shot)

135

49

8192

True

25,602 ± 7,583 / 3,953 ± 1,325

5.18

13.70 ± 2.05 / 15.01 ± 2.07

-0.83 ± 0.71 / 32.99 ± 0.27

0.94 ± 0.54 / 10.22 ± 2.52

50.30 ± 4.32 / 7.82 ± 0.77

1.10 ± 1.16 / 25.43 ± 1.07

-0.07 ± 3.01 / 46.28 ± 3.42

13.1.0

NorGLM/NorGPT-369M (few-shot)

unknown

64

2048

True

19,896 ± 5,099 / 3,848 ± 1,251

5.42

1.68 ± 1.40 / 1.54 ± 1.28

-1.38 ± 1.13 / 34.41 ± 2.16

0.08 ± 0.09 / 10.05 ± 2.08

44.02 ± 1.31 / 6.35 ± 0.43

0.15 ± 1.45 / 23.95 ± 1.29

0.28 ± 1.39 / 32.09 ± 2.15

12.5.2

12.10.8

12.5.2

Sigurdur/icebreaker (few-shot)

110

32

1024

False

48,619 ± 7,681 / 13,831 ± 4,404

5.43

0.00 ± 0.00 / 0.00 ± 0.00

0.00 ± 0.00 / 33.69 ± 0.28

0.00 ± 0.00 / 3.90 ± 0.28

44.80 ± 0.65 / 3.34 ± 0.08

0.23 ± 0.75 / 22.11 ± 0.48

0.38 ± 0.75 / 56.53 ± 0.89

12.5.2

12.10.8

12.5.2

Sigurdur/icechat (few-shot)

110

32

1024

False

49,558 ± 7,930 / 13,921 ± 4,425

5.47

0.00 ± 0.00 / 0.00 ± 0.00

0.00 ± 0.00 / 33.69 ± 0.28

0.00 ± 0.00 / 0.64 ± 0.34

42.46 ± 0.47 / 3.58 ± 0.45

0.00 ± 0.00 / 22.04 ± 0.48

0.00 ± 0.00 / 56.52 ± 0.89

12.5.2

12.10.8

12.5.2

ssmits/Falcon2-5.5B-multilingual (few-shot)

5465

65

8192

True

7,692 ± 1,423 / 1,960 ± 644

5.57

0.00 ± 0.00 / 0.00 ± 0.00

0.00 ± 0.00 / 33.69 ± 0.28

0.00 ± 0.00 / 0.02 ± 0.01

36.58 ± 2.96 / 0.16 ± 0.02

-0.00 ± 1.73 / 24.71 ± 1.42

0.00 ± 0.00 / 43.48 ± 0.89

13.0.0

ai-forever/mGPT (few-shot)

unknown

100

2048

True

11,734 ± 3,124 / 2,174 ± 720

5.89

0.00 ± 0.00 / 0.00 ± 0.00

0.00 ± 0.00 / 33.69 ± 0.28

0.00 ± 0.00 / 0.05 ± 0.03

17.11 ± 1.37 / 0.96 ± 0.09

-0.02 ± 1.16 / 22.75 ± 0.50

0.47 ± 4.14 / 46.93 ± 3.13

9.3.1

11.0.0

12.5.1

12.0.0

12.10.8

12.1.0

Sigurdur/jonas-hallgrimsson-gpt2 (few-shot)

125

51

512

False

32,644 ± 3,887 / 11,289 ± 3,585

6.17

0.00 ± 0.00 / 0.00 ± 0.00

0.00 ± 0.00 / 33.69 ± 0.28

0.00 ± 0.00 / 0.00 ± 0.00

-0.26 ± 0.90 / 22.02 ± 0.48

-0.01 ± 1.21 / 55.08 ± 0.99

12.5.2

12.10.8

12.5.2