| gpt-4-1106-preview (few-shot, val) |
unknown |
100 |
128000 |
True |
576 ± 221 / 81 ± 28 |
1.16 |
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 |
1.48 |
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 |
| gpt-4o-mini-2024-07-18 (few-shot) |
unknown |
200 |
128000 |
True |
1,171 ± 378 / 120 ± 39 |
2.64 |
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 |
False |
2,062 ± 397 / 589 ± 178 |
2.85 |
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 |
2.91 |
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 |
3.14 |
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 |
3.25 |
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/Meta-Llama-3.1-8B-Instruct (few-shot) |
8030 |
128 |
131073 |
True |
2,411 ± 465 / 686 ± 215 |
3.30 |
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 |
| meta-llama/Meta-Llama-3-8B-Instruct (few-shot) |
8030 |
128 |
8192 |
True |
4,909 ± 1,215 / 978 ± 319 |
3.37 |
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 |
| meta-llama/Meta-Llama-3.1-8B (few-shot) |
8030 |
128 |
131073 |
True |
2,439 ± 459 / 703 ± 219 |
3.38 |
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 |
| upstage/SOLAR-10.7B-v1.0 (few-shot) |
10732 |
32 |
4096 |
True |
3,780 ± 906 / 799 ± 261 |
3.40 |
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 |
3.45 |
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 |
| google/gemma-7b (few-shot) |
8538 |
256 |
8192 |
True |
1,378 ± 260 / 387 ± 119 |
3.61 |
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 |
3.71 |
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 |
| mhenrichsen/hestenettetLM (few-shot) |
7242 |
32 |
32768 |
True |
5,160 ± 804 / 1,654 ± 516 |
3.76 |
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 |
| Nexusflow/Starling-LM-7B-beta (few-shot) |
7242 |
32 |
8192 |
False |
5,876 ± 1,021 / 1,677 ± 546 |
3.77 |
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 |
| mistralai/Mistral-7B-v0.1 (few-shot) |
7242 |
32 |
32768 |
True |
2,657 ± 524 / 880 ± 278 |
3.77 |
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 |
| senseable/WestLake-7B-v2 (few-shot) |
7242 |
32 |
32768 |
False |
5,993 ± 1,028 / 1,742 ± 561 |
3.78 |
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 |
| mistralai/Mistral-7B-v0.3 (few-shot) |
7248 |
33 |
32768 |
True |
4,120 ± 976 / 926 ± 306 |
3.82 |
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 |
| meta-llama/Llama-3.2-3B (few-shot) |
3213 |
128 |
131073 |
True |
3,713 ± 877 / 836 ± 267 |
3.94 |
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 |
| timpal0l/Mistral-7B-v0.1-flashback-v2 (few-shot) |
7242 |
32 |
32768 |
True |
5,054 ± 1,200 / 1,056 ± 339 |
3.94 |
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 |
3.95 |
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 |
| 01-ai/Yi-1.5-6B (few-shot) |
6061 |
64 |
4097 |
True |
2,867 ± 550 / 793 ± 253 |
3.99 |
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 |
| meta-llama/Llama-2-13b-chat-hf (few-shot) |
13016 |
32 |
4065 |
True |
2,849 ± 622 / 723 ± 229 |
3.99 |
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 |
| occiglot/occiglot-7b-eu5-instruct (few-shot) |
7242 |
32 |
32768 |
False |
2,088 ± 352 / 706 ± 214 |
4.02 |
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 |
| ibm-granite/granite-8b-code-base-4k (few-shot) |
8055 |
49 |
4096 |
True |
2,313 ± 423 / 682 ± 210 |
4.06 |
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 |
| occiglot/occiglot-7b-eu5 (few-shot) |
7242 |
32 |
32768 |
True |
2,219 ± 427 / 717 ± 224 |
4.07 |
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 |
| meta-llama/Llama-3.2-3B-Instruct (few-shot) |
3213 |
128 |
131073 |
False |
3,602 ± 855 / 779 ± 245 |
4.08 |
27.62 ± 1.70 / 22.55 ± 1.19 |
-1.62 ± 1.10 / 34.28 ± 1.83 |
23.02 ± 2.62 / 51.06 ± 1.56 |
62.22 ± 1.82 / 14.45 ± 1.88 |
13.54 ± 1.19 / 35.59 ± 0.88 |
0.50 ± 1.49 / 50.68 ± 1.09 |
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 |
4.10 |
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 |
| mistralai/Mistral-7B-Instruct-v0.1 (few-shot) |
7242 |
32 |
32768 |
False |
634 ± 179 / 110 ± 35 |
4.10 |
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 |
| google/gemma-7b-it (few-shot) |
8538 |
256 |
8192 |
False |
1,792 ± 249 / 668 ± 203 |
4.12 |
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 |
| LumiOpen/Viking-13B (few-shot) |
14030 |
131 |
4097 |
True |
840 ± 79 / 400 ± 124 |
4.13 |
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 |
4.16 |
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 |
| microsoft/Phi-3-mini-128k-instruct (few-shot) |
3821 |
32 |
131072 |
True |
7,312 ± 1,668 / 1,609 ± 525 |
4.19 |
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 |
| meta-llama/Llama-2-7b-hf (few-shot) |
6738 |
32 |
4096 |
True |
930 ± 310 / 128 ± 43 |
4.20 |
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 |
| AI-Sweden-Models/gpt-sw3-6.7b-v2-instruct (few-shot) |
7111 |
64 |
2048 |
True |
2,383 ± 451 / 718 ± 221 |
4.21 |
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 |
| allenai/OLMo-1.7-7B-hf (few-shot) |
6888 |
50 |
4096 |
True |
3,371 ± 876 / 561 ± 184 |
4.21 |
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 |
| google/gemma-2-2b-it (few-shot) |
2614 |
256 |
8193 |
False |
6,789 ± 2,167 / 981 ± 327 |
4.21 |
15.18 ± 4.72 / 13.28 ± 3.01 |
0.78 ± 1.20 / 34.61 ± 0.83 |
25.45 ± 1.12 / 51.86 ± 1.32 |
62.85 ± 1.56 / 17.06 ± 1.33 |
10.73 ± 1.48 / 32.33 ± 0.96 |
-5.15 ± 1.58 / 53.06 ± 0.94 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| microsoft/Phi-3-mini-4k-instruct (few-shot) |
3821 |
32 |
4096 |
True |
5,224 ± 1,371 / 1,063 ± 358 |
4.21 |
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 |
4.24 |
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 |
| HPLT/gpt-7b-nordic-prerelease (few-shot) |
7550 |
131 |
4096 |
True |
5,404 ± 931 / 1,638 ± 542 |
4.25 |
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 |
| LumiOpen/Viking-7B (few-shot) |
7550 |
131 |
4096 |
True |
4,969 ± 1,109 / 1,134 ± 374 |
4.26 |
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 |
| meta-llama/Llama-3.2-1B-Instruct (few-shot) |
1236 |
128 |
131073 |
False |
7,436 ± 1,846 / 1,508 ± 479 |
4.26 |
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 |
| norallm/normistral-7b-warm-instruct (few-shot) |
7248 |
33 |
4096 |
True |
6,194 ± 949 / 1,967 ± 619 |
4.27 |
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 |
4.27 |
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 |
| google/gemma-2-2b (few-shot) |
2614 |
256 |
8193 |
True |
5,235 ± 1,226 / 1,154 ± 366 |
4.28 |
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 |
| AI-Sweden-Models/gpt-sw3-1.3b (few-shot) |
1445 |
64 |
2048 |
True |
4,608 ± 988 / 1,115 ± 354 |
4.30 |
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 |
| ibm-granite/granite-3b-code-base-2k (few-shot) |
3483 |
49 |
2048 |
True |
2,732 ± 868 / 662 ± 238 |
4.30 |
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 |
| Qwen/Qwen1.5-4B-Chat (few-shot) |
3950 |
152 |
32768 |
False |
4,347 ± 893 / 1,135 ± 365 |
4.35 |
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 |
| AI-Sweden-Models/gpt-sw3-356m-instruct (few-shot) |
471 |
64 |
2048 |
True |
5,855 ± 1,373 / 1,223 ± 391 |
4.40 |
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 |
| 01-ai/Yi-6B (few-shot) |
6061 |
64 |
4096 |
True |
6,435 ± 1,316 / 1,632 ± 549 |
4.45 |
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 (few-shot) |
2506 |
256 |
8192 |
True |
6,087 ± 1,046 / 1,902 ± 563 |
4.45 |
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 |
| Qwen/Qwen1.5-4B (few-shot) |
3950 |
152 |
32768 |
True |
3,248 ± 739 / 761 ± 252 |
4.49 |
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 |
| google/gemma-2b-it (few-shot) |
2506 |
256 |
8192 |
False |
6,471 ± 1,142 / 1,961 ± 584 |
4.54 |
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 |
| meta-llama/Llama-3.2-1B (few-shot) |
1236 |
128 |
131073 |
True |
7,577 ± 1,884 / 1,555 ± 492 |
4.57 |
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/Qwen1.5-1.8B-Chat (few-shot) |
1837 |
152 |
32768 |
False |
8,304 ± 1,846 / 1,933 ± 617 |
4.63 |
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 |
| Qwen/Qwen1.5-1.8B (few-shot) |
1837 |
152 |
32768 |
True |
5,666 ± 1,328 / 1,256 ± 408 |
4.65 |
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 |
| timpal0l/Mistral-7B-v0.1-flashback-v2-instruct (few-shot) |
7242 |
32 |
32768 |
False |
5,172 ± 813 / 1,647 ± 518 |
4.66 |
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 |
4.68 |
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 |
| Qwen/Qwen1.5-0.5B (few-shot) |
620 |
152 |
32768 |
True |
11,371 ± 2,924 / 2,122 ± 692 |
4.70 |
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 |
| RJuro/kanelsnegl-v0.2 (few-shot) |
7242 |
32 |
512 |
True |
1,373 ± 120 / 709 ± 172 |
4.84 |
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 |
4.84 |
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 |
| NorGLM/NorGPT-369M (few-shot) |
unknown |
64 |
2048 |
True |
19,896 ± 5,099 / 3,848 ± 1,251 |
5.13 |
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 |
5.13 |
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 |
5.17 |
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 |
| ai-forever/mGPT (few-shot) |
unknown |
100 |
2048 |
True |
11,734 ± 3,124 / 2,174 ± 720 |
5.56 |
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 |
5.82 |
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 |