gpt-4-0613 (few-shot, val) |
unknown |
100 |
8192 |
True |
597 ± 197 / 93 ± 33 |
1.14 |
1.16 |
1.17 |
1.10 |
64.94 ± 1.96 / 45.76 ± 3.31 |
59.97 ± 2.65 / 73.06 ± 1.77 |
71.56 ± 2.49 / 85.36 ± 1.29 |
56.43 ± 2.98 / 68.46 ± 1.64 |
66.76 ± 0.34 / 18.99 ± 0.52 |
94.93 ± 1.03 / 96.21 ± 0.77 |
93.98 ± 2.15 / 95.94 ± 1.44 |
81.64 ± 1.80 / 86.17 ± 1.34 |
81.16 ± 2.46 / 63.39 ± 4.07 |
75.75 ± 4.49 / 60.44 ± 5.46 |
72.72 ± 3.20 / 81.35 ± 2.22 |
65.92 ± 0.28 / 19.24 ± 0.59 |
77.30 ± 2.97 / 88.39 ± 1.60 |
57.18 ± 3.91 / 76.40 ± 2.66 |
47.50 ± 2.86 / 75.24 ± 1.32 |
68.77 ± 2.09 / 76.56 ± 1.57 |
88.30 ± 1.32 / 91.13 ± 0.98 |
76.86 ± 1.89 / 54.97 ± 4.44 |
79.19 ± 1.87 / 80.56 ± 1.82 |
80.93 ± 1.67 / 89.90 ± 0.93 |
53.81 ± 1.28 / 65.15 ± 1.11 |
67.83 ± 0.15 / 22.67 ± 0.39 |
72.53 ± 1.82 / 79.26 ± 1.44 |
85.67 ± 2.59 / 89.14 ± 2.05 |
0.0.0 |
0.0.0 |
0.0.0 |
12.9.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.1.2 |
0.0.0 |
0.0.0 |
0.0.0 |
9.3.2 |
0.0.0 |
0.0.0 |
12.9.0 |
9.3.2 |
9.3.2 |
0.0.0 |
0.0.0 |
0.0.0 |
12.9.0 |
9.3.2 |
9.3.2 |
9.3.2 |
gpt-4-1106-preview (few-shot, val) |
unknown |
100 |
128000 |
True |
576 ± 221 / 81 ± 28 |
1.25 |
1.21 |
1.33 |
1.20 |
66.80 ± 3.01 / 45.69 ± 2.85 |
61.62 ± 2.17 / 73.99 ± 1.48 |
66.84 ± 3.27 / 82.79 ± 1.86 |
56.85 ± 2.62 / 68.83 ± 1.50 |
66.21 ± 0.44 / 18.02 ± 0.61 |
95.21 ± 0.55 / 96.41 ± 0.41 |
97.19 ± 1.15 / 98.12 ± 0.76 |
78.74 ± 3.12 / 83.91 ± 2.42 |
77.48 ± 2.32 / 55.87 ± 2.83 |
78.70 ± 2.78 / 57.58 ± 4.23 |
62.55 ± 2.82 / 72.41 ± 2.42 |
63.60 ± 0.15 / 13.15 ± 0.35 |
74.45 ± 4.27 / 86.22 ± 2.49 |
56.31 ± 5.81 / 74.04 ± 4.03 |
44.67 ± 3.23 / 73.39 ± 1.83 |
70.84 ± 1.92 / 78.12 ± 1.44 |
86.30 ± 2.04 / 89.53 ± 1.60 |
74.45 ± 3.09 / 49.97 ± 4.23 |
77.59 ± 1.38 / 78.78 ± 1.69 |
71.35 ± 3.10 / 83.98 ± 2.23 |
56.56 ± 1.39 / 66.76 ± 1.10 |
66.08 ± 0.14 / 17.19 ± 0.38 |
71.32 ± 1.56 / 78.48 ± 1.15 |
84.09 ± 2.99 / 88.01 ± 2.26 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.0 |
12.10.2 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.0 |
12.10.2 |
12.10.2 |
gpt-4o-2024-05-13 (few-shot, val) |
unknown |
200 |
128000 |
True |
916 ± 329 / 114 ± 38 |
1.25 |
1.25 |
1.30 |
1.19 |
71.15 ± 2.89 / 52.24 ± 3.76 |
49.42 ± 3.29 / 61.74 ± 2.59 |
64.59 ± 2.97 / 79.93 ± 1.88 |
57.35 ± 2.51 / 67.87 ± 1.75 |
66.03 ± 0.24 / 17.74 ± 0.71 |
96.41 ± 0.63 / 97.30 ± 0.48 |
97.68 ± 1.06 / 98.44 ± 0.72 |
85.96 ± 1.48 / 89.41 ± 1.15 |
79.07 ± 3.01 / 64.17 ± 3.51 |
81.56 ± 2.45 / 64.06 ± 4.11 |
66.66 ± 1.91 / 77.70 ± 1.29 |
63.25 ± 0.26 / 13.02 ± 0.33 |
64.53 ± 6.09 / 79.17 ± 4.89 |
54.70 ± 4.36 / 74.94 ± 3.26 |
43.51 ± 3.40 / 74.52 ± 1.79 |
73.81 ± 1.88 / 80.39 ± 1.45 |
89.91 ± 1.13 / 92.42 ± 0.83 |
76.66 ± 2.11 / 60.34 ± 4.71 |
77.16 ± 2.65 / 79.22 ± 2.36 |
68.99 ± 4.33 / 83.37 ± 2.61 |
57.96 ± 1.35 / 67.71 ± 0.96 |
66.00 ± 0.29 / 16.97 ± 0.45 |
70.70 ± 1.32 / 77.97 ± 0.99 |
86.30 ± 2.23 / 89.65 ± 1.68 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.0 |
12.10.2 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
12.10.0 |
12.10.2 |
12.10.2 |
meta-llama/Meta-Llama-3-70B (few-shot, val) |
70554 |
128 |
8192 |
True |
312 ± 55 / 177 ± 51 |
1.45 |
1.49 |
1.45 |
1.41 |
63.62 ± 3.74 / 53.29 ± 3.38 |
60.19 ± 3.31 / 73.13 ± 2.17 |
50.07 ± 5.86 / 72.94 ± 4.16 |
60.97 ± 2.76 / 66.71 ± 2.27 |
67.33 ± 1.41 / 22.84 ± 1.49 |
83.94 ± 1.20 / 87.93 ± 0.88 |
78.83 ± 3.17 / 85.39 ± 2.14 |
60.69 ± 4.11 / 69.38 ± 3.63 |
75.31 ± 3.84 / 64.90 ± 4.05 |
75.94 ± 4.62 / 62.81 ± 5.25 |
66.74 ± 4.50 / 74.89 ± 3.69 |
65.78 ± 1.11 / 20.46 ± 1.79 |
59.82 ± 3.52 / 79.17 ± 2.10 |
47.56 ± 3.52 / 71.91 ± 1.79 |
60.87 ± 4.82 / 82.30 ± 2.52 |
62.45 ± 1.70 / 71.60 ± 1.37 |
65.29 ± 3.59 / 72.50 ± 3.24 |
74.61 ± 2.99 / 56.50 ± 6.30 |
78.61 ± 1.40 / 78.64 ± 1.53 |
63.20 ± 3.34 / 80.61 ± 2.52 |
61.98 ± 1.65 / 66.85 ± 1.42 |
67.60 ± 0.41 / 22.47 ± 0.82 |
61.55 ± 1.68 / 71.02 ± 1.21 |
66.21 ± 3.22 / 73.40 ± 2.77 |
12.7.0 |
12.6.1 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
google/gemma-2-27b-it (few-shot) |
27227 |
256 |
8193 |
True |
1,516 ± 257 / 480 ± 148 |
1.56 |
1.46 |
1.64 |
1.58 |
59.94 ± 1.58 / 38.00 ± 1.88 |
59.06 ± 0.91 / 72.86 ± 0.56 |
58.57 ± 2.19 / 78.63 ± 1.31 |
57.48 ± 0.75 / 65.60 ± 0.65 |
68.12 ± 1.10 / 23.96 ± 1.22 |
85.20 ± 0.83 / 88.80 ± 0.65 |
84.02 ± 1.63 / 89.32 ± 1.09 |
71.26 ± 1.64 / 78.17 ± 1.28 |
67.35 ± 2.33 / 56.75 ± 3.04 |
66.61 ± 1.81 / 57.24 ± 4.35 |
67.14 ± 1.22 / 78.63 ± 0.96 |
66.24 ± 0.95 / 20.99 ± 0.81 |
64.66 ± 1.38 / 81.94 ± 0.79 |
52.49 ± 2.01 / 75.95 ± 1.15 |
44.85 ± 2.17 / 73.41 ± 1.61 |
58.34 ± 1.14 / 68.54 ± 0.88 |
70.87 ± 2.22 / 77.92 ± 1.72 |
62.59 ± 2.04 / 45.11 ± 4.50 |
80.73 ± 0.52 / 81.25 ± 0.57 |
61.37 ± 2.06 / 79.34 ± 1.59 |
58.76 ± 1.03 / 66.73 ± 0.59 |
65.54 ± 0.91 / 19.89 ± 0.36 |
58.15 ± 1.11 / 68.33 ± 0.83 |
68.94 ± 1.51 / 76.41 ± 1.17 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
google/gemma-2-9b-it (few-shot) |
9242 |
256 |
8193 |
True |
2,062 ± 397 / 589 ± 178 |
1.76 |
1.67 |
1.86 |
1.75 |
49.05 ± 2.41 / 30.91 ± 2.53 |
52.26 ± 1.31 / 64.13 ± 1.93 |
58.38 ± 1.21 / 78.98 ± 0.68 |
55.34 ± 0.82 / 64.41 ± 0.42 |
67.67 ± 1.05 / 23.18 ± 1.13 |
80.62 ± 0.77 / 85.41 ± 0.58 |
75.37 ± 2.23 / 83.59 ± 1.49 |
66.17 ± 1.45 / 74.39 ± 1.13 |
61.82 ± 2.72 / 44.91 ± 3.62 |
60.41 ± 2.62 / 46.29 ± 3.79 |
61.06 ± 1.21 / 73.45 ± 0.94 |
65.94 ± 0.37 / 19.22 ± 0.79 |
62.46 ± 1.49 / 81.11 ± 0.72 |
52.99 ± 1.89 / 76.14 ± 1.20 |
39.10 ± 1.50 / 70.14 ± 1.53 |
49.45 ± 0.93 / 61.63 ± 0.72 |
67.96 ± 1.93 / 75.79 ± 1.47 |
52.50 ± 1.02 / 37.38 ± 2.57 |
78.51 ± 0.93 / 76.24 ± 1.64 |
61.28 ± 1.63 / 80.07 ± 1.22 |
55.22 ± 1.03 / 64.60 ± 0.52 |
66.30 ± 0.12 / 19.72 ± 0.19 |
51.58 ± 0.83 / 63.27 ± 0.62 |
66.61 ± 1.12 / 74.72 ± 0.93 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
meta-llama/Meta-Llama-3-70B-Instruct (few-shot, val) |
70554 |
128 |
8192 |
True |
1,673 ± 583 / 275 ± 85 |
1.78 |
1.68 |
1.83 |
1.83 |
63.10 ± 2.12 / 55.10 ± 1.44 |
53.09 ± 3.85 / 68.18 ± 2.27 |
40.98 ± 4.46 / 69.10 ± 2.72 |
51.13 ± 1.89 / 63.12 ± 1.61 |
67.76 ± 0.99 / 23.19 ± 0.71 |
85.18 ± 1.92 / 88.91 ± 1.44 |
79.22 ± 2.40 / 85.70 ± 1.72 |
70.19 ± 2.71 / 77.54 ± 2.05 |
80.50 ± 2.85 / 76.71 ± 2.48 |
76.47 ± 3.13 / 73.94 ± 2.95 |
59.29 ± 5.92 / 69.99 ± 4.80 |
65.70 ± 0.63 / 19.36 ± 0.99 |
47.28 ± 3.57 / 69.23 ± 3.04 |
32.76 ± 3.80 / 60.66 ± 3.10 |
39.71 ± 2.59 / 71.60 ± 1.57 |
63.58 ± 1.91 / 72.58 ± 1.42 |
63.41 ± 2.52 / 71.91 ± 1.89 |
77.06 ± 2.72 / 67.75 ± 5.69 |
53.56 ± 7.15 / 67.07 ± 3.93 |
47.50 ± 3.37 / 71.31 ± 2.69 |
46.86 ± 1.77 / 60.96 ± 1.04 |
68.25 ± 0.18 / 22.84 ± 0.44 |
61.31 ± 2.07 / 70.78 ± 1.60 |
66.73 ± 2.34 / 74.65 ± 1.78 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
gpt-3.5-turbo-0613 (few-shot, val) |
unknown |
100 |
4094 |
True |
921 ± 293 / 113 ± 37 |
1.82 |
1.60 |
2.00 |
1.86 |
61.31 ± 2.34 / 49.86 ± 2.18 |
52.52 ± 2.05 / 68.10 ± 1.35 |
57.63 ± 2.80 / 77.01 ± 1.83 |
57.03 ± 1.95 / 65.51 ± 1.48 |
66.38 ± 0.26 / 18.03 ± 0.27 |
81.95 ± 2.61 / 86.33 ± 2.03 |
77.66 ± 2.57 / 85.08 ± 1.77 |
62.21 ± 2.60 / 71.05 ± 2.09 |
77.70 ± 2.64 / 68.71 ± 2.97 |
73.92 ± 2.53 / 67.96 ± 2.67 |
58.88 ± 3.23 / 71.00 ± 2.87 |
64.18 ± 0.22 / 14.10 ± 0.37 |
54.29 ± 4.27 / 73.02 ± 3.26 |
32.82 ± 3.43 / 56.05 ± 4.14 |
45.35 ± 2.97 / 73.47 ± 1.69 |
40.26 ± 5.24 / 54.88 ± 3.85 |
59.02 ± 1.63 / 68.63 ± 1.34 |
73.04 ± 2.74 / 61.64 ± 3.63 |
72.77 ± 2.64 / 72.56 ± 2.45 |
58.06 ± 3.84 / 76.06 ± 2.51 |
58.02 ± 2.11 / 66.84 ± 1.38 |
66.92 ± 0.16 / 19.00 ± 0.28 |
40.73 ± 3.36 / 55.16 ± 2.75 |
50.51 ± 2.33 / 62.07 ± 1.95 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.6.1 |
10.0.1 |
10.0.1 |
12.9.0 |
0.0.0 |
0.0.0 |
0.0.0 |
11.0.0 |
0.0.0 |
0.0.0 |
12.9.0 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
12.9.0 |
11.0.0 |
0.0.0 |
0.0.0 |
152334H/miqu-1-70b-sf (few-shot, val) |
68977 |
32 |
32764 |
True |
2,126 ± 676 / 319 ± 104 |
1.91 |
1.81 |
2.13 |
1.79 |
56.96 ± 2.39 / 45.84 ± 1.75 |
55.11 ± 4.11 / 69.60 ± 2.69 |
42.64 ± 3.22 / 71.04 ± 1.56 |
54.58 ± 2.19 / 64.12 ± 1.41 |
66.80 ± 1.09 / 20.36 ± 1.51 |
83.94 ± 1.81 / 87.97 ± 1.38 |
73.32 ± 4.97 / 81.64 ± 3.48 |
60.52 ± 3.33 / 70.08 ± 2.52 |
66.75 ± 2.07 / 58.61 ± 3.33 |
66.81 ± 2.57 / 57.71 ± 3.04 |
60.58 ± 4.96 / 70.33 ± 4.12 |
64.64 ± 0.63 / 16.59 ± 1.15 |
47.53 ± 4.07 / 72.24 ± 2.31 |
17.14 ± 4.72 / 51.14 ± 4.36 |
41.92 ± 3.36 / 72.51 ± 1.91 |
51.01 ± 2.61 / 63.20 ± 1.96 |
58.23 ± 5.79 / 67.46 ± 4.92 |
62.96 ± 3.44 / 52.14 ± 4.04 |
75.25 ± 2.41 / 78.80 ± 1.96 |
53.28 ± 3.33 / 75.37 ± 1.80 |
56.42 ± 1.65 / 65.04 ± 1.17 |
67.60 ± 0.30 / 21.60 ± 0.76 |
53.56 ± 2.20 / 64.88 ± 1.66 |
59.70 ± 4.69 / 69.38 ± 3.70 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
meta-llama/Llama-2-70b-hf (few-shot, val) |
68977 |
32 |
4096 |
True |
1,892 ± 650 / 318 ± 105 |
1.96 |
1.75 |
2.27 |
1.86 |
58.06 ± 2.48 / 50.10 ± 2.23 |
53.24 ± 4.04 / 67.81 ± 2.74 |
39.71 ± 4.96 / 65.90 ± 3.81 |
62.51 ± 1.48 / 67.47 ± 1.39 |
67.39 ± 1.23 / 23.85 ± 1.20 |
84.43 ± 1.72 / 88.28 ± 1.24 |
71.35 ± 2.55 / 80.47 ± 1.72 |
54.31 ± 2.56 / 65.20 ± 2.09 |
62.46 ± 4.62 / 60.77 ± 4.36 |
64.68 ± 3.04 / 61.69 ± 2.31 |
59.68 ± 3.30 / 70.62 ± 3.08 |
66.09 ± 1.05 / 21.12 ± 1.52 |
27.34 ± 12.20 / 50.42 ± 9.24 |
3.95 ± 4.66 / 36.08 ± 3.27 |
57.44 ± 4.59 / 78.69 ± 3.09 |
43.88 ± 3.11 / 57.62 ± 2.27 |
53.85 ± 3.43 / 64.34 ± 2.65 |
64.76 ± 3.91 / 61.08 ± 5.41 |
75.46 ± 1.99 / 74.35 ± 3.70 |
43.27 ± 5.03 / 65.62 ± 4.94 |
63.04 ± 1.52 / 66.95 ± 1.31 |
68.43 ± 0.33 / 24.92 ± 0.74 |
46.16 ± 2.67 / 59.53 ± 2.04 |
50.41 ± 5.18 / 62.34 ± 3.86 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
google/gemma-2-9b (few-shot) |
9242 |
256 |
8193 |
True |
2,038 ± 406 / 566 ± 172 |
2.01 |
2.05 |
2.05 |
1.93 |
44.16 ± 3.11 / 25.93 ± 1.95 |
38.84 ± 2.31 / 45.52 ± 3.32 |
43.42 ± 3.95 / 69.40 ± 3.11 |
60.11 ± 0.96 / 66.24 ± 0.78 |
67.46 ± 1.14 / 24.10 ± 1.14 |
81.68 ± 0.62 / 86.22 ± 0.47 |
77.77 ± 1.30 / 85.06 ± 0.86 |
50.04 ± 3.99 / 61.09 ± 3.31 |
54.08 ± 2.08 / 34.62 ± 1.80 |
54.33 ± 3.02 / 37.70 ± 2.97 |
62.54 ± 1.17 / 75.53 ± 0.73 |
65.67 ± 0.85 / 20.11 ± 0.92 |
50.88 ± 2.84 / 74.69 ± 1.56 |
41.01 ± 1.91 / 69.35 ± 1.67 |
46.25 ± 3.89 / 72.99 ± 3.16 |
50.81 ± 1.18 / 62.98 ± 0.88 |
53.37 ± 3.87 / 63.52 ± 3.49 |
50.43 ± 3.97 / 27.20 ± 3.14 |
80.55 ± 1.46 / 77.22 ± 3.78 |
50.86 ± 3.91 / 72.14 ± 3.98 |
59.35 ± 1.16 / 65.35 ± 0.87 |
65.63 ± 0.26 / 19.75 ± 0.45 |
52.06 ± 0.97 / 63.92 ± 0.72 |
49.80 ± 3.86 / 60.88 ± 3.42 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
2.06 |
1.97 |
2.17 |
2.04 |
63.59 ± 2.16 / 42.42 ± 3.34 |
29.47 ± 4.78 / 50.59 ± 4.36 |
38.37 ± 9.13 / 60.56 ± 8.53 |
54.63 ± 0.51 / 65.79 ± 0.42 |
65.94 ± 0.11 / 17.32 ± 0.29 |
80.46 ± 4.74 / 84.69 ± 3.92 |
76.16 ± 4.99 / 83.11 ± 4.13 |
62.12 ± 2.52 / 70.60 ± 2.10 |
75.05 ± 1.56 / 57.52 ± 4.29 |
74.08 ± 1.43 / 62.50 ± 4.89 |
37.79 ± 4.47 / 55.88 ± 3.23 |
63.80 ± 0.16 / 13.40 ± 0.32 |
31.59 ± 11.25 / 54.68 ± 10.28 |
39.25 ± 7.82 / 62.90 ± 7.12 |
39.43 ± 2.31 / 72.15 ± 1.71 |
51.93 ± 1.39 / 62.52 ± 1.41 |
68.29 ± 1.51 / 75.45 ± 1.24 |
67.38 ± 1.52 / 52.86 ± 4.83 |
65.51 ± 4.81 / 67.01 ± 3.84 |
29.41 ± 10.34 / 52.38 ± 8.76 |
55.67 ± 0.89 / 66.26 ± 0.48 |
65.70 ± 0.71 / 16.98 ± 0.75 |
50.06 ± 2.65 / 61.33 ± 2.36 |
64.58 ± 2.48 / 72.57 ± 2.06 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
timpal0l/sol (few-shot) |
10732 |
32 |
4096 |
False |
3,701 ± 876 / 771 ± 247 |
2.14 |
2.09 |
2.24 |
2.09 |
54.91 ± 1.53 / 36.29 ± 1.85 |
44.38 ± 2.83 / 57.19 ± 3.61 |
21.11 ± 3.23 / 45.43 ± 3.11 |
58.96 ± 1.71 / 65.85 ± 1.20 |
66.89 ± 0.89 / 22.65 ± 0.84 |
61.12 ± 1.49 / 70.29 ± 1.16 |
64.86 ± 2.64 / 76.05 ± 1.94 |
67.96 ± 1.07 / 75.68 ± 0.86 |
65.14 ± 1.62 / 52.85 ± 3.03 |
65.88 ± 1.53 / 52.89 ± 2.29 |
57.06 ± 1.54 / 71.09 ± 1.17 |
66.21 ± 0.76 / 20.29 ± 1.10 |
26.41 ± 3.80 / 51.92 ± 5.30 |
19.58 ± 1.29 / 53.93 ± 2.90 |
51.60 ± 1.97 / 77.87 ± 1.44 |
36.06 ± 0.69 / 51.47 ± 0.52 |
64.97 ± 1.25 / 73.41 ± 1.01 |
57.51 ± 2.30 / 37.74 ± 3.15 |
77.31 ± 1.01 / 70.55 ± 2.26 |
25.06 ± 5.02 / 49.04 ± 4.68 |
60.16 ± 1.77 / 67.43 ± 1.02 |
65.22 ± 0.19 / 18.86 ± 0.30 |
39.52 ± 0.58 / 54.47 ± 0.38 |
70.93 ± 1.29 / 78.03 ± 1.01 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
upstage/SOLAR-10.7B-v1.0 (few-shot) |
10732 |
32 |
4096 |
True |
3,780 ± 906 / 799 ± 261 |
2.19 |
2.07 |
2.38 |
2.13 |
58.03 ± 2.18 / 38.25 ± 2.31 |
46.63 ± 2.35 / 59.02 ± 3.07 |
15.09 ± 3.06 / 40.04 ± 1.77 |
62.15 ± 0.63 / 67.21 ± 0.55 |
66.81 ± 1.08 / 22.82 ± 1.04 |
64.79 ± 1.37 / 73.46 ± 1.07 |
68.59 ± 2.23 / 78.59 ± 1.60 |
65.29 ± 0.94 / 73.54 ± 0.74 |
68.11 ± 1.83 / 57.57 ± 3.10 |
68.19 ± 1.01 / 56.90 ± 2.54 |
55.33 ± 1.95 / 69.71 ± 1.56 |
65.51 ± 1.32 / 19.63 ± 1.66 |
10.15 ± 3.24 / 36.27 ± 1.44 |
7.51 ± 2.97 / 35.89 ± 1.30 |
55.33 ± 3.29 / 80.42 ± 1.68 |
35.57 ± 0.78 / 51.45 ± 0.56 |
62.76 ± 1.85 / 71.77 ± 1.45 |
59.65 ± 2.22 / 39.33 ± 3.33 |
77.48 ± 1.23 / 70.13 ± 2.81 |
16.94 ± 2.36 / 40.98 ± 1.82 |
62.65 ± 0.56 / 68.15 ± 0.56 |
65.19 ± 0.36 / 19.09 ± 0.55 |
39.82 ± 0.69 / 54.84 ± 0.53 |
68.87 ± 1.35 / 76.46 ± 1.04 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
mistralai/Mistral-Nemo-Instruct-2407 (few-shot) |
12248 |
131 |
1024001 |
True |
7,095 ± 2,193 / 1,063 ± 344 |
2.20 |
2.13 |
2.28 |
2.20 |
53.95 ± 2.29 / 34.84 ± 2.23 |
48.97 ± 1.81 / 64.19 ± 1.99 |
31.78 ± 4.52 / 61.53 ± 5.44 |
56.44 ± 1.24 / 65.53 ± 1.09 |
66.24 ± 0.66 / 20.00 ± 0.80 |
67.09 ± 1.38 / 74.85 ± 1.04 |
72.87 ± 2.11 / 81.97 ± 1.42 |
42.77 ± 2.30 / 55.61 ± 2.33 |
70.14 ± 1.60 / 51.03 ± 3.02 |
68.74 ± 1.21 / 51.48 ± 2.96 |
60.64 ± 2.52 / 73.91 ± 1.86 |
64.61 ± 0.40 / 16.10 ± 0.86 |
35.59 ± 2.29 / 61.96 ± 3.72 |
29.22 ± 2.86 / 60.98 ± 4.02 |
49.87 ± 4.84 / 76.01 ± 3.10 |
39.07 ± 0.84 / 53.89 ± 0.69 |
37.95 ± 3.53 / 51.35 ± 3.17 |
62.86 ± 1.95 / 36.42 ± 3.49 |
70.54 ± 6.38 / 73.39 ± 6.37 |
37.50 ± 2.48 / 66.32 ± 1.77 |
58.00 ± 0.85 / 65.98 ± 0.82 |
65.93 ± 0.19 / 19.24 ± 0.33 |
40.58 ± 1.17 / 55.16 ± 0.88 |
42.99 ± 2.04 / 56.16 ± 1.93 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
Nexusflow/Starling-LM-7B-beta (few-shot) |
7242 |
32 |
8192 |
False |
5,876 ± 1,021 / 1,677 ± 546 |
2.24 |
2.05 |
2.43 |
2.24 |
53.20 ± 1.97 / 32.89 ± 2.00 |
51.75 ± 1.18 / 67.38 ± 0.95 |
32.72 ± 1.79 / 62.53 ± 2.00 |
56.44 ± 0.99 / 65.36 ± 0.51 |
67.46 ± 0.76 / 23.35 ± 0.88 |
59.78 ± 1.61 / 69.68 ± 1.23 |
58.63 ± 2.54 / 71.72 ± 1.82 |
50.74 ± 1.16 / 62.79 ± 0.92 |
66.22 ± 2.15 / 48.98 ± 4.65 |
64.14 ± 1.26 / 49.59 ± 4.31 |
55.48 ± 1.77 / 69.68 ± 1.45 |
65.32 ± 0.41 / 18.53 ± 0.65 |
26.13 ± 1.28 / 56.08 ± 2.05 |
17.32 ± 0.77 / 54.57 ± 1.49 |
49.75 ± 1.22 / 77.08 ± 0.60 |
29.72 ± 1.33 / 46.95 ± 0.96 |
46.78 ± 2.83 / 59.65 ± 2.28 |
60.38 ± 1.60 / 36.17 ± 3.66 |
77.49 ± 0.98 / 72.07 ± 1.56 |
29.32 ± 2.34 / 54.43 ± 2.67 |
56.79 ± 0.83 / 65.84 ± 0.48 |
65.75 ± 0.16 / 20.23 ± 0.23 |
36.05 ± 1.10 / 51.86 ± 0.87 |
51.15 ± 1.71 / 63.20 ± 1.32 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
mistralai/Ministral-8B-Instruct-2410 (few-shot) |
8020 |
131 |
32768 |
True |
5,821 ± 1,090 / 1,561 ± 506 |
2.29 |
2.20 |
2.50 |
2.16 |
52.49 ± 1.89 / 38.85 ± 1.94 |
49.67 ± 1.40 / 65.83 ± 1.40 |
22.80 ± 5.31 / 55.25 ± 6.92 |
57.07 ± 0.68 / 64.46 ± 0.57 |
66.75 ± 0.97 / 21.86 ± 0.87 |
59.57 ± 1.49 / 69.19 ± 1.13 |
65.34 ± 2.38 / 76.95 ± 1.56 |
53.97 ± 2.40 / 64.76 ± 2.17 |
69.85 ± 2.00 / 59.43 ± 3.23 |
68.83 ± 1.07 / 59.51 ± 2.63 |
54.49 ± 2.44 / 69.23 ± 2.00 |
64.05 ± 0.67 / 16.34 ± 1.01 |
28.55 ± 2.65 / 61.53 ± 3.21 |
17.47 ± 3.61 / 52.60 ± 5.26 |
43.55 ± 3.42 / 71.05 ± 3.22 |
34.93 ± 1.01 / 50.67 ± 0.80 |
49.83 ± 2.75 / 61.44 ± 2.40 |
67.49 ± 2.20 / 51.10 ± 4.76 |
76.74 ± 1.27 / 75.66 ± 1.17 |
22.37 ± 3.11 / 54.47 ± 4.95 |
57.15 ± 0.72 / 64.47 ± 0.58 |
65.37 ± 0.39 / 19.85 ± 0.39 |
37.50 ± 0.73 / 52.72 ± 0.63 |
55.01 ± 2.40 / 65.64 ± 2.12 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
skole-gpt-mixtral (few-shot) |
unknown |
32 |
32768 |
False |
3,583 ± 977 / 686 ± 231 |
2.37 |
2.20 |
2.60 |
2.30 |
49.17 ± 2.72 / 34.74 ± 2.27 |
51.51 ± 1.63 / 66.73 ± 1.63 |
32.04 ± 2.30 / 64.63 ± 1.42 |
58.52 ± 0.97 / 66.15 ± 0.51 |
66.83 ± 0.63 / 21.53 ± 1.17 |
65.77 ± 2.06 / 74.26 ± 1.57 |
77.56 ± 1.97 / 85.02 ± 1.31 |
30.34 ± 1.47 / 46.85 ± 1.17 |
62.52 ± 2.14 / 49.42 ± 3.83 |
61.55 ± 1.68 / 47.53 ± 3.65 |
52.09 ± 3.90 / 65.72 ± 4.14 |
64.70 ± 0.79 / 17.10 ± 1.35 |
21.99 ± 2.17 / 58.21 ± 2.38 |
16.84 ± 2.07 / 51.76 ± 4.30 |
47.30 ± 4.17 / 72.60 ± 3.24 |
39.99 ± 1.01 / 54.90 ± 0.76 |
32.16 ± 1.91 / 48.12 ± 1.74 |
54.14 ± 2.49 / 37.43 ± 3.05 |
78.27 ± 1.32 / 77.65 ± 1.28 |
32.49 ± 1.94 / 64.28 ± 2.18 |
58.95 ± 0.96 / 66.56 ± 0.62 |
65.86 ± 0.29 / 19.67 ± 0.58 |
43.62 ± 0.82 / 57.61 ± 0.65 |
28.84 ± 2.65 / 45.75 ± 2.13 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
2.39 |
2.37 |
2.53 |
2.28 |
47.68 ± 2.50 / 32.67 ± 2.45 |
49.71 ± 1.43 / 64.00 ± 1.96 |
25.48 ± 2.83 / 58.45 ± 2.63 |
60.31 ± 1.24 / 65.79 ± 0.84 |
64.74 ± 0.50 / 17.82 ± 0.98 |
57.60 ± 1.58 / 67.81 ± 1.23 |
65.98 ± 1.72 / 77.34 ± 1.16 |
28.65 ± 2.52 / 45.11 ± 2.33 |
64.62 ± 1.26 / 53.50 ± 3.27 |
65.10 ± 1.86 / 56.43 ± 2.58 |
52.87 ± 1.18 / 68.71 ± 1.01 |
63.88 ± 1.12 / 16.54 ± 1.58 |
28.34 ± 3.26 / 58.57 ± 4.45 |
22.40 ± 3.12 / 53.51 ± 5.42 |
53.20 ± 3.15 / 75.98 ± 2.62 |
35.80 ± 0.97 / 51.22 ± 0.67 |
30.31 ± 1.70 / 46.84 ± 1.59 |
63.85 ± 2.49 / 44.62 ± 4.10 |
79.96 ± 0.93 / 75.75 ± 2.22 |
31.70 ± 4.07 / 59.28 ± 5.00 |
59.33 ± 0.88 / 65.24 ± 0.79 |
65.07 ± 0.28 / 18.94 ± 0.35 |
37.48 ± 0.64 / 52.46 ± 0.52 |
31.27 ± 1.39 / 47.97 ± 1.30 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
12.11.0 |
12.11.0 |
12.11.0 |
13.0.0 |
12.11.0 |
12.11.0 |
13.0.0 |
13.0.0 |
13.0.0 |
12.11.0 |
12.11.0 |
12.11.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
RJuro/munin-neuralbeagle-7b (few-shot, val) |
7242 |
32 |
32768 |
False |
2,493 ± 466 / 773 ± 243 |
2.40 |
2.14 |
2.66 |
2.39 |
51.44 ± 3.28 / 41.38 ± 2.79 |
54.91 ± 2.59 / 67.84 ± 2.53 |
22.77 ± 3.96 / 52.29 ± 3.81 |
56.51 ± 1.80 / 64.01 ± 1.12 |
68.06 ± 1.42 / 24.28 ± 1.31 |
74.24 ± 2.14 / 80.62 ± 1.61 |
70.86 ± 3.58 / 80.31 ± 2.53 |
41.49 ± 2.88 / 55.86 ± 2.17 |
61.18 ± 2.76 / 56.36 ± 3.30 |
65.16 ± 3.97 / 55.74 ± 4.71 |
55.61 ± 4.02 / 68.27 ± 3.49 |
65.99 ± 0.31 / 19.46 ± 0.47 |
20.84 ± 5.41 / 49.36 ± 4.98 |
9.12 ± 3.51 / 43.06 ± 3.74 |
42.92 ± 3.08 / 69.13 ± 2.85 |
27.77 ± 2.86 / 45.43 ± 2.04 |
39.67 ± 4.37 / 54.26 ± 3.37 |
62.96 ± 2.62 / 51.99 ± 5.66 |
77.13 ± 2.43 / 78.36 ± 1.88 |
15.73 ± 7.07 / 47.41 ± 5.31 |
58.43 ± 1.59 / 65.06 ± 1.19 |
67.58 ± 0.22 / 22.52 ± 0.52 |
32.54 ± 2.61 / 49.30 ± 1.93 |
34.94 ± 3.79 / 50.39 ± 3.23 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
meta-llama/Llama-3.1-8B-Instruct (few-shot) |
8030 |
128 |
131073 |
True |
2,411 ± 465 / 686 ± 215 |
2.42 |
2.36 |
2.57 |
2.33 |
57.19 ± 1.73 / 44.34 ± 2.43 |
51.30 ± 1.32 / 64.44 ± 1.47 |
10.31 ± 3.91 / 42.59 ± 5.19 |
48.80 ± 1.66 / 60.46 ± 0.60 |
67.38 ± 1.09 / 23.21 ± 0.94 |
61.78 ± 1.70 / 71.28 ± 1.27 |
66.61 ± 1.90 / 77.73 ± 1.31 |
39.62 ± 2.26 / 53.92 ± 1.96 |
74.77 ± 0.84 / 71.87 ± 0.97 |
72.80 ± 1.57 / 69.98 ± 1.84 |
57.30 ± 0.98 / 71.58 ± 0.90 |
66.08 ± 0.56 / 19.80 ± 0.86 |
5.23 ± 1.83 / 34.90 ± 0.81 |
11.51 ± 3.24 / 45.73 ± 5.97 |
43.93 ± 3.73 / 70.96 ± 3.00 |
38.10 ± 0.57 / 52.64 ± 0.47 |
39.30 ± 1.01 / 54.03 ± 0.82 |
71.52 ± 1.43 / 59.28 ± 3.63 |
80.46 ± 0.83 / 78.67 ± 1.13 |
12.29 ± 3.59 / 40.53 ± 4.13 |
53.54 ± 1.52 / 62.08 ± 0.98 |
66.27 ± 0.15 / 19.05 ± 0.30 |
39.40 ± 1.44 / 53.87 ± 1.19 |
38.88 ± 1.25 / 53.72 ± 0.91 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
mhenrichsen/danskgpt-chat-v2.1 (few-shot) |
unknown |
32 |
32768 |
True |
5,085 ± 998 / 1,306 ± 404 |
2.45 |
2.04 |
2.77 |
2.54 |
51.08 ± 1.60 / 35.83 ± 1.84 |
54.69 ± 0.99 / 69.50 ± 0.93 |
30.95 ± 1.48 / 62.15 ± 1.83 |
56.56 ± 0.76 / 64.32 ± 0.40 |
66.90 ± 0.23 / 20.90 ± 0.64 |
79.39 ± 1.11 / 84.29 ± 0.86 |
73.22 ± 1.83 / 81.91 ± 1.32 |
48.16 ± 1.14 / 60.83 ± 0.97 |
62.43 ± 0.94 / 51.64 ± 2.45 |
60.68 ± 0.74 / 48.91 ± 2.93 |
53.41 ± 1.46 / 69.49 ± 1.05 |
63.65 ± 0.26 / 13.19 ± 0.53 |
-1.16 ± 1.31 / 33.56 ± 0.43 |
0.30 ± 0.71 / 34.08 ± 0.32 |
49.15 ± 2.79 / 76.77 ± 1.59 |
38.47 ± 0.66 / 53.57 ± 0.50 |
40.13 ± 2.77 / 54.87 ± 2.11 |
54.37 ± 3.04 / 42.16 ± 4.00 |
75.98 ± 1.15 / 74.44 ± 1.12 |
17.98 ± 1.97 / 56.01 ± 2.08 |
55.07 ± 0.74 / 64.24 ± 0.61 |
64.42 ± 0.09 / 14.42 ± 0.51 |
32.81 ± 0.91 / 49.28 ± 0.64 |
36.24 ± 1.44 / 51.96 ± 1.13 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
12.0.0 |
four-two-labs/orpo-llama-3-swe (few-shot) |
8030 |
128 |
8192 |
False |
4,974 ± 1,208 / 1,032 ± 342 |
2.47 |
2.38 |
2.67 |
2.36 |
46.75 ± 2.79 / 29.40 ± 2.22 |
51.73 ± 1.40 / 66.43 ± 1.93 |
24.73 ± 4.78 / 53.98 ± 6.10 |
59.97 ± 1.27 / 65.74 ± 0.76 |
65.21 ± 0.51 / 18.86 ± 0.87 |
55.72 ± 2.05 / 66.59 ± 1.56 |
61.59 ± 2.64 / 73.95 ± 1.89 |
25.43 ± 2.44 / 43.11 ± 2.03 |
61.63 ± 1.64 / 48.09 ± 2.89 |
61.30 ± 1.94 / 50.08 ± 2.60 |
48.85 ± 2.22 / 64.93 ± 2.00 |
63.67 ± 1.11 / 16.08 ± 1.70 |
24.15 ± 6.12 / 56.29 ± 6.81 |
21.33 ± 3.03 / 58.05 ± 2.59 |
53.66 ± 4.34 / 75.19 ± 3.59 |
33.52 ± 1.36 / 49.78 ± 1.04 |
26.04 ± 2.54 / 43.74 ± 2.07 |
60.93 ± 2.85 / 38.87 ± 3.50 |
79.74 ± 0.68 / 75.13 ± 1.85 |
26.02 ± 4.38 / 52.19 ± 5.44 |
59.84 ± 0.92 / 65.92 ± 0.82 |
64.99 ± 0.26 / 18.65 ± 0.32 |
36.35 ± 1.03 / 51.91 ± 0.77 |
27.22 ± 2.24 / 45.02 ± 1.74 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
meta-llama/Llama-2-70b-chat-hf (few-shot, val) |
68977 |
32 |
4096 |
True |
1,979 ± 621 / 320 ± 105 |
2.47 |
2.27 |
2.71 |
2.42 |
52.22 ± 2.07 / 38.82 ± 1.90 |
50.66 ± 1.88 / 62.04 ± 2.83 |
23.57 ± 3.82 / 56.09 ± 4.62 |
53.82 ± 2.13 / 61.94 ± 1.63 |
67.13 ± 0.72 / 21.62 ± 0.86 |
69.26 ± 2.89 / 76.99 ± 2.16 |
46.40 ± 2.92 / 59.45 ± 2.63 |
39.72 ± 2.48 / 53.83 ± 2.19 |
60.21 ± 1.86 / 47.06 ± 3.08 |
62.99 ± 2.66 / 48.82 ± 5.49 |
55.12 ± 5.10 / 66.55 ± 5.07 |
65.11 ± 0.66 / 17.82 ± 1.21 |
27.12 ± 4.90 / 54.26 ± 6.80 |
6.82 ± 5.06 / 46.18 ± 4.14 |
38.50 ± 3.93 / 69.99 ± 2.23 |
32.30 ± 3.42 / 48.32 ± 2.61 |
34.43 ± 2.91 / 49.65 ± 2.23 |
55.91 ± 3.25 / 39.73 ± 4.94 |
64.52 ± 3.15 / 70.51 ± 2.49 |
23.85 ± 7.34 / 56.89 ± 6.08 |
58.88 ± 1.51 / 65.82 ± 1.07 |
67.57 ± 0.24 / 21.77 ± 0.61 |
37.60 ± 3.30 / 52.46 ± 2.31 |
31.78 ± 2.98 / 47.11 ± 2.71 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
meta-llama/Meta-Llama-3-8B (few-shot) |
8030 |
128 |
8192 |
True |
4,687 ± 1,121 / 967 ± 313 |
2.47 |
2.38 |
2.66 |
2.36 |
46.31 ± 3.22 / 29.09 ± 2.52 |
51.29 ± 1.47 / 66.35 ± 1.70 |
25.70 ± 4.59 / 55.65 ± 5.87 |
59.79 ± 1.21 / 65.44 ± 0.76 |
65.16 ± 0.48 / 18.74 ± 0.83 |
56.20 ± 2.22 / 66.91 ± 1.68 |
61.16 ± 2.54 / 73.63 ± 1.85 |
24.99 ± 2.12 / 42.57 ± 1.91 |
61.48 ± 1.83 / 47.65 ± 2.94 |
61.58 ± 2.21 / 50.10 ± 2.68 |
49.87 ± 1.88 / 66.15 ± 1.44 |
63.38 ± 1.15 / 15.74 ± 1.68 |
21.20 ± 6.57 / 52.29 ± 7.43 |
19.65 ± 4.32 / 56.66 ± 4.40 |
53.35 ± 4.33 / 74.98 ± 3.70 |
33.02 ± 1.35 / 49.25 ± 1.04 |
24.93 ± 3.13 / 42.47 ± 2.74 |
60.36 ± 2.84 / 39.37 ± 3.56 |
79.74 ± 0.75 / 75.11 ± 1.91 |
28.24 ± 4.19 / 55.29 ± 5.35 |
59.73 ± 1.13 / 65.72 ± 0.94 |
64.81 ± 0.24 / 18.56 ± 0.35 |
35.86 ± 0.90 / 51.39 ± 0.69 |
26.49 ± 1.89 / 44.41 ± 1.56 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
timpal0l/BeagleCatMunin2 (few-shot, val) |
7242 |
32 |
32768 |
False |
2,477 ± 459 / 767 ± 241 |
2.47 |
2.28 |
2.70 |
2.42 |
51.53 ± 2.82 / 40.66 ± 2.30 |
47.95 ± 3.02 / 55.70 ± 3.32 |
14.10 ± 3.79 / 40.80 ± 3.64 |
58.28 ± 1.98 / 64.33 ± 1.60 |
68.04 ± 1.34 / 24.72 ± 1.42 |
67.37 ± 4.12 / 75.55 ± 3.01 |
66.75 ± 3.42 / 77.34 ± 2.58 |
42.21 ± 3.40 / 56.48 ± 2.62 |
61.17 ± 3.56 / 54.24 ± 3.45 |
65.44 ± 2.83 / 54.34 ± 3.95 |
58.69 ± 3.28 / 70.83 ± 2.49 |
66.08 ± 0.32 / 20.15 ± 0.64 |
15.03 ± 2.70 / 40.22 ± 1.66 |
5.95 ± 4.55 / 39.18 ± 2.91 |
42.42 ± 2.92 / 69.53 ± 3.17 |
27.31 ± 2.26 / 45.04 ± 1.66 |
41.63 ± 2.84 / 56.02 ± 2.19 |
60.87 ± 3.71 / 47.40 ± 5.32 |
73.72 ± 2.20 / 67.79 ± 2.37 |
6.78 ± 4.34 / 35.90 ± 2.11 |
58.75 ± 1.46 / 65.08 ± 1.15 |
68.06 ± 0.31 / 23.91 ± 0.64 |
33.71 ± 2.28 / 50.08 ± 1.68 |
41.45 ± 3.36 / 55.51 ± 2.69 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
timpal0l/dolphin-2.9-llama3-8b-flashback (few-shot, val) |
8030 |
128 |
8192 |
False |
5,018 ± 1,216 / 996 ± 324 |
2.49 |
2.40 |
2.76 |
2.32 |
51.37 ± 2.38 / 37.56 ± 2.50 |
52.17 ± 3.44 / 67.14 ± 2.61 |
27.98 ± 7.51 / 60.57 ± 5.72 |
51.65 ± 0.84 / 59.94 ± 0.78 |
66.25 ± 1.15 / 19.93 ± 1.18 |
57.31 ± 2.81 / 68.05 ± 2.05 |
54.17 ± 2.95 / 68.20 ± 1.83 |
27.65 ± 3.28 / 44.53 ± 2.63 |
64.51 ± 3.28 / 51.06 ± 4.78 |
65.66 ± 3.82 / 53.90 ± 4.32 |
52.90 ± 4.31 / 65.38 ± 3.73 |
64.12 ± 0.39 / 15.41 ± 0.84 |
29.34 ± 4.34 / 59.36 ± 4.64 |
17.42 ± 4.38 / 52.01 ± 3.50 |
38.49 ± 4.41 / 67.16 ± 3.41 |
25.77 ± 3.46 / 43.40 ± 2.66 |
31.80 ± 2.89 / 46.80 ± 2.26 |
65.33 ± 2.38 / 46.88 ± 3.97 |
74.99 ± 3.45 / 76.76 ± 1.80 |
32.65 ± 5.08 / 61.25 ± 4.41 |
55.71 ± 1.34 / 64.54 ± 1.00 |
66.53 ± 0.29 / 19.24 ± 0.57 |
33.16 ± 2.11 / 49.26 ± 1.55 |
32.51 ± 2.97 / 48.24 ± 2.10 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
utter-project/EuroLLM-9B-Instruct (few-shot) |
9152 |
128 |
4096 |
False |
5,763 ± 1,178 / 1,390 ± 446 |
2.49 |
2.24 |
2.80 |
2.43 |
34.00 ± 2.69 / 25.49 ± 2.06 |
53.97 ± 1.21 / 68.40 ± 1.28 |
32.21 ± 4.81 / 56.97 ± 5.83 |
57.10 ± 0.99 / 63.73 ± 0.85 |
67.55 ± 1.08 / 23.77 ± 0.94 |
80.75 ± 1.25 / 85.31 ± 0.98 |
74.77 ± 1.93 / 83.14 ± 1.29 |
36.86 ± 1.37 / 51.61 ± 1.09 |
40.91 ± 2.56 / 33.22 ± 1.88 |
42.91 ± 2.34 / 35.61 ± 2.22 |
52.62 ± 2.01 / 68.10 ± 2.25 |
65.77 ± 0.38 / 19.35 ± 0.75 |
9.70 ± 4.22 / 36.58 ± 1.69 |
11.98 ± 2.76 / 39.37 ± 2.76 |
47.36 ± 4.28 / 72.71 ± 4.10 |
36.97 ± 1.21 / 52.08 ± 0.96 |
37.64 ± 1.86 / 51.95 ± 1.52 |
40.59 ± 1.98 / 28.19 ± 1.47 |
76.02 ± 2.40 / 77.86 ± 1.70 |
33.98 ± 5.90 / 57.44 ± 6.59 |
56.98 ± 0.58 / 63.97 ± 0.66 |
66.33 ± 0.19 / 20.77 ± 0.27 |
40.09 ± 0.90 / 54.78 ± 0.70 |
36.27 ± 1.57 / 50.67 ± 1.45 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
bineric/NorskGPT-Llama3-8b (few-shot) |
8030 |
128 |
8192 |
False |
3,695 ± 1,277 / 532 ± 183 |
2.50 |
2.51 |
2.51 |
2.48 |
51.40 ± 3.08 / 37.70 ± 3.28 |
42.13 ± 0.57 / 45.91 ± 0.39 |
3.91 ± 2.02 / 34.38 ± 0.47 |
57.81 ± 1.03 / 66.28 ± 0.48 |
66.70 ± 0.98 / 21.56 ± 0.85 |
65.15 ± 1.40 / 73.55 ± 1.05 |
57.36 ± 2.49 / 70.88 ± 1.70 |
44.55 ± 1.98 / 57.29 ± 1.77 |
66.94 ± 2.67 / 60.25 ± 3.14 |
67.69 ± 1.87 / 61.57 ± 2.05 |
48.40 ± 3.28 / 61.42 ± 3.56 |
65.84 ± 0.40 / 19.08 ± 0.78 |
24.26 ± 2.68 / 57.31 ± 2.64 |
18.43 ± 1.34 / 52.28 ± 2.63 |
46.80 ± 2.74 / 74.57 ± 2.20 |
33.55 ± 1.06 / 49.43 ± 0.76 |
47.32 ± 2.75 / 59.11 ± 2.44 |
63.19 ± 2.83 / 51.22 ± 3.61 |
76.06 ± 0.64 / 61.59 ± 0.77 |
5.34 ± 1.42 / 34.32 ± 0.56 |
56.70 ± 0.87 / 66.00 ± 0.59 |
66.25 ± 0.16 / 20.28 ± 0.33 |
36.23 ± 0.91 / 51.68 ± 0.73 |
43.60 ± 1.33 / 56.86 ± 1.15 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
meta-llama/Meta-Llama-3-8B-Instruct (few-shot) |
8030 |
128 |
8192 |
True |
4,909 ± 1,215 / 978 ± 319 |
2.50 |
2.41 |
2.62 |
2.47 |
57.74 ± 2.06 / 40.66 ± 2.58 |
48.43 ± 3.31 / 62.09 ± 3.62 |
27.12 ± 2.83 / 60.40 ± 2.70 |
46.76 ± 1.20 / 59.77 ± 0.51 |
66.36 ± 0.47 / 19.75 ± 0.84 |
57.87 ± 1.67 / 67.43 ± 1.34 |
50.42 ± 3.32 / 65.43 ± 2.41 |
29.17 ± 2.24 / 44.59 ± 2.00 |
74.47 ± 1.47 / 65.57 ± 2.39 |
72.93 ± 1.00 / 65.44 ± 2.55 |
50.62 ± 3.52 / 65.69 ± 3.50 |
63.98 ± 0.50 / 14.75 ± 0.79 |
27.77 ± 1.63 / 61.75 ± 1.77 |
20.35 ± 1.92 / 57.74 ± 2.28 |
42.90 ± 3.57 / 69.90 ± 3.17 |
33.44 ± 0.67 / 48.76 ± 0.58 |
30.91 ± 1.88 / 45.85 ± 1.93 |
69.67 ± 1.30 / 52.94 ± 4.01 |
59.93 ± 4.70 / 67.54 ± 3.04 |
27.63 ± 3.19 / 60.85 ± 3.29 |
49.84 ± 1.61 / 60.85 ± 0.93 |
66.60 ± 0.07 / 19.13 ± 0.31 |
33.54 ± 1.40 / 49.20 ± 1.13 |
30.32 ± 2.27 / 45.96 ± 1.87 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
mlabonne/NeuralBeagle14-7B (few-shot, val) |
7242 |
32 |
8192 |
False |
2,549 ± 472 / 784 ± 245 |
2.50 |
2.27 |
2.79 |
2.45 |
53.02 ± 2.85 / 41.35 ± 3.42 |
51.29 ± 3.42 / 66.57 ± 2.46 |
19.73 ± 4.11 / 57.07 ± 3.09 |
51.69 ± 2.29 / 61.26 ± 1.32 |
67.33 ± 1.40 / 22.77 ± 1.39 |
65.38 ± 2.59 / 73.95 ± 1.84 |
62.78 ± 4.04 / 74.61 ± 2.90 |
39.07 ± 2.57 / 53.83 ± 2.06 |
62.47 ± 2.56 / 57.71 ± 3.02 |
66.69 ± 2.91 / 58.83 ± 3.70 |
54.04 ± 2.91 / 66.46 ± 2.59 |
65.74 ± 0.37 / 19.13 ± 0.54 |
16.75 ± 4.54 / 49.11 ± 4.45 |
13.00 ± 4.46 / 49.33 ± 2.69 |
34.48 ± 2.13 / 65.43 ± 2.07 |
28.39 ± 1.76 / 45.59 ± 1.28 |
35.19 ± 3.28 / 50.12 ± 3.13 |
61.25 ± 3.35 / 50.76 ± 5.94 |
76.03 ± 2.11 / 78.25 ± 1.95 |
16.28 ± 4.81 / 49.04 ± 3.60 |
50.96 ± 2.34 / 60.05 ± 1.18 |
68.35 ± 0.32 / 24.05 ± 0.66 |
32.30 ± 2.48 / 48.98 ± 1.96 |
38.78 ± 5.70 / 52.89 ± 4.91 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
timpal0l/BeagleCatMunin (few-shot, val) |
7242 |
32 |
32768 |
False |
2,495 ± 458 / 775 ± 244 |
2.50 |
2.33 |
2.84 |
2.34 |
47.62 ± 3.01 / 36.77 ± 2.96 |
54.73 ± 3.20 / 68.74 ± 2.21 |
21.80 ± 4.54 / 51.07 ± 4.11 |
57.26 ± 1.76 / 63.60 ± 1.40 |
67.31 ± 1.40 / 23.24 ± 1.64 |
66.49 ± 2.90 / 74.84 ± 2.12 |
60.41 ± 1.95 / 72.97 ± 1.45 |
28.51 ± 3.95 / 45.74 ± 3.03 |
54.04 ± 2.86 / 48.50 ± 2.85 |
62.21 ± 3.31 / 50.38 ± 4.32 |
54.74 ± 3.71 / 67.81 ± 2.80 |
65.60 ± 0.49 / 19.07 ± 0.70 |
14.51 ± 1.97 / 40.94 ± 1.63 |
5.38 ± 4.69 / 37.62 ± 2.92 |
42.83 ± 3.31 / 69.15 ± 2.50 |
25.82 ± 1.66 / 43.75 ± 1.18 |
32.01 ± 3.74 / 48.40 ± 2.69 |
50.53 ± 3.30 / 37.77 ± 4.38 |
77.37 ± 2.25 / 78.66 ± 2.43 |
27.84 ± 4.72 / 49.46 ± 4.52 |
59.98 ± 1.65 / 65.44 ± 1.38 |
67.89 ± 0.44 / 23.94 ± 0.68 |
34.80 ± 2.79 / 50.82 ± 2.10 |
36.65 ± 5.07 / 51.56 ± 4.13 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
birgermoell/Munin-NeuralBeagle-NorskGPT (few-shot, val) |
7242 |
32 |
32768 |
False |
2,903 ± 407 / 1,157 ± 350 |
2.54 |
2.44 |
2.63 |
2.54 |
51.85 ± 3.08 / 40.02 ± 2.48 |
44.02 ± 2.44 / 47.74 ± 1.98 |
1.22 ± 4.99 / 34.29 ± 1.62 |
57.69 ± 2.29 / 64.09 ± 1.68 |
67.69 ± 1.19 / 23.90 ± 1.25 |
68.45 ± 3.11 / 76.37 ± 2.29 |
65.51 ± 3.45 / 76.56 ± 2.62 |
42.09 ± 3.27 / 56.33 ± 2.56 |
63.33 ± 2.69 / 53.24 ± 3.41 |
68.84 ± 1.87 / 53.85 ± 3.78 |
58.28 ± 3.11 / 69.79 ± 2.39 |
65.94 ± 0.22 / 19.92 ± 0.44 |
18.65 ± 3.84 / 45.34 ± 2.61 |
10.72 ± 5.52 / 43.91 ± 3.48 |
44.39 ± 3.95 / 70.76 ± 3.10 |
26.61 ± 3.10 / 44.80 ± 2.38 |
46.64 ± 2.03 / 59.84 ± 1.50 |
63.85 ± 2.67 / 47.77 ± 4.72 |
73.72 ± 2.98 / 62.83 ± 1.64 |
-0.56 ± 2.24 / 33.54 ± 1.03 |
60.10 ± 1.48 / 66.26 ± 1.19 |
68.11 ± 0.21 / 23.63 ± 0.56 |
27.79 ± 2.32 / 45.82 ± 1.61 |
42.43 ± 2.76 / 56.52 ± 2.13 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
birgermoell/WestLake-Munin-Cat-NorskGPT (few-shot, val) |
7242 |
32 |
32768 |
False |
2,856 ± 391 / 1,142 ± 342 |
2.54 |
2.44 |
2.63 |
2.54 |
51.85 ± 3.08 / 40.02 ± 2.48 |
44.02 ± 2.44 / 47.74 ± 1.98 |
1.22 ± 4.99 / 34.29 ± 1.62 |
57.69 ± 2.29 / 64.09 ± 1.68 |
67.69 ± 1.19 / 23.88 ± 1.23 |
68.45 ± 3.11 / 76.37 ± 2.29 |
65.51 ± 3.45 / 76.56 ± 2.62 |
42.09 ± 3.27 / 56.33 ± 2.56 |
63.33 ± 2.69 / 53.24 ± 3.41 |
68.84 ± 1.87 / 53.85 ± 3.78 |
58.28 ± 3.11 / 69.79 ± 2.39 |
65.94 ± 0.22 / 19.92 ± 0.44 |
18.65 ± 3.84 / 45.34 ± 2.61 |
10.72 ± 5.52 / 43.91 ± 3.48 |
44.39 ± 3.95 / 70.76 ± 3.10 |
26.61 ± 3.10 / 44.80 ± 2.38 |
46.64 ± 2.03 / 59.84 ± 1.50 |
63.85 ± 2.67 / 47.77 ± 4.72 |
73.72 ± 2.98 / 62.83 ± 1.64 |
-0.56 ± 2.24 / 33.54 ± 1.03 |
60.10 ± 1.48 / 66.26 ± 1.19 |
68.11 ± 0.21 / 23.63 ± 0.56 |
27.79 ± 2.32 / 45.82 ± 1.61 |
42.43 ± 2.76 / 56.52 ± 2.13 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
birgermoell/BeagleCatMunin-Flashback-Bellman (few-shot, val) |
7242 |
32 |
32768 |
False |
2,890 ± 401 / 1,155 ± 348 |
2.55 |
2.29 |
2.83 |
2.53 |
50.40 ± 2.92 / 38.57 ± 2.82 |
52.30 ± 2.65 / 64.19 ± 2.60 |
21.30 ± 3.52 / 47.78 ± 4.14 |
58.17 ± 1.71 / 63.79 ± 1.42 |
66.25 ± 1.29 / 20.33 ± 1.14 |
65.32 ± 3.33 / 73.95 ± 2.50 |
64.76 ± 3.24 / 75.94 ± 2.37 |
33.70 ± 2.78 / 50.16 ± 2.01 |
53.96 ± 3.37 / 49.84 ± 3.30 |
63.45 ± 2.27 / 53.13 ± 3.43 |
52.70 ± 4.58 / 66.82 ± 3.41 |
65.23 ± 0.55 / 18.64 ± 0.86 |
14.87 ± 3.37 / 40.83 ± 1.91 |
2.48 ± 3.31 / 35.61 ± 1.83 |
41.43 ± 3.34 / 67.26 ± 2.73 |
27.42 ± 2.13 / 45.20 ± 1.58 |
36.05 ± 3.95 / 51.68 ± 2.96 |
52.96 ± 3.45 / 41.51 ± 4.30 |
76.99 ± 2.37 / 76.84 ± 2.99 |
14.27 ± 4.36 / 40.60 ± 3.04 |
59.92 ± 1.64 / 64.87 ± 1.47 |
67.62 ± 0.42 / 23.90 ± 0.77 |
27.95 ± 2.57 / 45.86 ± 1.85 |
36.11 ± 3.54 / 51.60 ± 2.44 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
RJuro/munin-neuralbeagle-SkoleGPTOpenOrca-7b (few-shot, val) |
7242 |
32 |
32768 |
False |
3,008 ± 429 / 991 ± 323 |
2.57 |
2.33 |
2.93 |
2.46 |
50.83 ± 2.28 / 36.96 ± 2.58 |
43.41 ± 2.56 / 48.74 ± 2.83 |
19.72 ± 4.69 / 52.71 ± 5.26 |
57.87 ± 2.32 / 64.53 ± 1.73 |
66.77 ± 0.99 / 21.60 ± 0.91 |
72.92 ± 2.52 / 79.69 ± 1.88 |
68.11 ± 3.00 / 78.52 ± 2.22 |
40.62 ± 3.23 / 55.12 ± 2.44 |
53.68 ± 2.01 / 49.22 ± 2.67 |
61.92 ± 4.06 / 49.03 ± 3.97 |
47.78 ± 3.19 / 57.76 ± 2.55 |
64.23 ± 0.75 / 16.90 ± 0.94 |
0.91 ± 1.78 / 33.51 ± 0.85 |
1.24 ± 1.66 / 33.71 ± 0.94 |
47.76 ± 2.93 / 70.99 ± 2.39 |
28.59 ± 2.31 / 46.48 ± 1.80 |
42.57 ± 2.86 / 56.64 ± 2.17 |
59.36 ± 2.75 / 47.08 ± 4.17 |
72.04 ± 3.27 / 63.83 ± 2.07 |
22.38 ± 7.17 / 54.70 ± 5.49 |
57.96 ± 2.00 / 64.06 ± 1.76 |
65.13 ± 0.34 / 19.26 ± 0.43 |
29.81 ± 2.25 / 47.46 ± 1.72 |
35.59 ± 3.75 / 51.76 ± 2.63 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
bineric/NorskGPT-Mistral-7b (few-shot) |
7242 |
32 |
32768 |
False |
2,443 ± 451 / 761 ± 237 |
2.57 |
2.59 |
2.54 |
2.57 |
50.76 ± 1.60 / 32.89 ± 2.11 |
40.41 ± 0.79 / 44.17 ± 0.56 |
0.00 ± 0.00 / 33.41 ± 0.23 |
57.26 ± 0.79 / 63.80 ± 0.52 |
66.89 ± 0.71 / 21.43 ± 0.57 |
64.32 ± 1.99 / 73.00 ± 1.51 |
53.18 ± 2.37 / 67.48 ± 1.70 |
43.42 ± 1.05 / 57.50 ± 0.80 |
63.28 ± 1.99 / 47.72 ± 3.74 |
61.25 ± 1.05 / 45.04 ± 2.92 |
56.90 ± 1.49 / 70.81 ± 1.30 |
65.72 ± 0.39 / 19.24 ± 0.78 |
13.86 ± 1.95 / 44.84 ± 2.31 |
10.17 ± 1.89 / 46.48 ± 2.46 |
49.03 ± 4.22 / 74.38 ± 3.92 |
32.37 ± 1.15 / 49.00 ± 0.91 |
47.62 ± 1.62 / 60.59 ± 1.18 |
58.40 ± 2.62 / 40.55 ± 3.65 |
74.30 ± 1.26 / 60.35 ± 0.41 |
0.00 ± 0.00 / 33.37 ± 0.27 |
59.16 ± 1.23 / 65.78 ± 0.72 |
65.36 ± 0.14 / 18.81 ± 0.17 |
35.01 ± 0.99 / 51.07 ± 0.70 |
43.72 ± 0.69 / 57.66 ± 0.50 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
11.0.0 |
9.3.1 |
9.3.1 |
12.5.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
11.0.0 |
9.3.1 |
9.3.1 |
merge-crew/da-sv-slerp (few-shot, val) |
7242 |
32 |
32768 |
True |
2,467 ± 469 / 762 ± 244 |
2.57 |
2.31 |
2.95 |
2.45 |
45.94 ± 3.62 / 35.68 ± 3.35 |
51.75 ± 4.52 / 62.28 ± 4.29 |
28.04 ± 3.83 / 58.31 ± 5.00 |
57.65 ± 1.66 / 62.03 ± 1.50 |
66.65 ± 1.28 / 21.98 ± 1.17 |
68.88 ± 2.98 / 76.64 ± 2.22 |
64.81 ± 3.96 / 75.78 ± 2.64 |
23.63 ± 2.25 / 42.03 ± 2.02 |
49.67 ± 3.12 / 43.26 ± 3.03 |
61.11 ± 1.93 / 50.15 ± 4.14 |
56.07 ± 5.22 / 68.93 ± 4.07 |
64.97 ± 0.59 / 18.14 ± 1.03 |
3.81 ± 3.09 / 34.47 ± 1.22 |
-1.29 ± 2.53 / 33.32 ± 0.91 |
44.98 ± 4.12 / 68.18 ± 3.39 |
28.63 ± 2.26 / 45.94 ± 1.79 |
25.43 ± 4.85 / 43.48 ± 3.71 |
46.57 ± 3.34 / 33.94 ± 3.73 |
76.53 ± 2.55 / 77.96 ± 3.04 |
33.43 ± 3.89 / 61.87 ± 4.02 |
59.87 ± 1.52 / 64.53 ± 1.41 |
66.76 ± 0.41 / 21.92 ± 0.79 |
28.89 ± 2.22 / 46.41 ± 1.55 |
30.36 ± 2.80 / 47.15 ± 2.26 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
merge-crew/da-sv-task-arithmetic (few-shot, val) |
7242 |
32 |
32768 |
True |
2,500 ± 469 / 762 ± 238 |
2.57 |
2.30 |
2.97 |
2.44 |
46.06 ± 3.28 / 35.43 ± 3.06 |
51.51 ± 4.23 / 61.68 ± 4.43 |
27.68 ± 4.25 / 57.59 ± 5.15 |
57.78 ± 1.43 / 62.26 ± 1.36 |
66.62 ± 1.35 / 21.92 ± 1.28 |
68.64 ± 3.34 / 76.45 ± 2.52 |
66.17 ± 3.73 / 76.72 ± 2.55 |
23.95 ± 2.64 / 42.19 ± 2.42 |
49.69 ± 2.90 / 43.57 ± 2.90 |
61.78 ± 2.03 / 49.91 ± 4.24 |
55.87 ± 5.21 / 68.97 ± 3.95 |
64.94 ± 0.66 / 18.09 ± 1.08 |
2.99 ± 3.04 / 34.16 ± 1.10 |
-1.29 ± 2.53 / 33.32 ± 0.91 |
44.62 ± 4.06 / 68.17 ± 3.48 |
28.26 ± 2.85 / 45.78 ± 2.14 |
25.83 ± 5.55 / 43.63 ± 4.29 |
47.28 ± 3.05 / 34.01 ± 3.73 |
76.62 ± 2.52 / 78.04 ± 2.98 |
33.23 ± 4.72 / 61.29 ± 4.67 |
60.00 ± 1.69 / 64.62 ± 1.44 |
66.68 ± 0.43 / 21.83 ± 0.75 |
29.95 ± 1.74 / 47.23 ± 1.24 |
31.12 ± 3.68 / 47.85 ± 2.80 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
CohereForAI/aya-expanse-8b (few-shot) |
8028 |
256 |
8192 |
False |
5,581 ± 1,066 / 1,471 ± 483 |
2.58 |
2.42 |
2.81 |
2.50 |
51.32 ± 3.82 / 25.54 ± 2.10 |
52.00 ± 1.67 / 66.25 ± 1.77 |
18.48 ± 2.44 / 52.18 ± 4.28 |
52.43 ± 1.19 / 62.08 ± 0.60 |
66.18 ± 0.84 / 21.10 ± 0.69 |
41.32 ± 1.11 / 55.43 ± 0.86 |
52.24 ± 1.55 / 68.01 ± 1.05 |
37.67 ± 0.80 / 53.26 ± 0.60 |
66.55 ± 2.12 / 39.28 ± 3.45 |
63.63 ± 1.62 / 37.25 ± 3.49 |
38.61 ± 2.28 / 51.46 ± 2.62 |
64.48 ± 0.61 / 17.46 ± 0.76 |
15.80 ± 2.22 / 51.42 ± 3.79 |
12.30 ± 2.38 / 51.96 ± 3.31 |
43.26 ± 2.53 / 71.49 ± 2.01 |
36.48 ± 0.85 / 52.32 ± 0.62 |
35.85 ± 1.48 / 51.83 ± 1.11 |
57.38 ± 1.93 / 29.69 ± 4.23 |
78.43 ± 0.93 / 74.54 ± 2.40 |
14.52 ± 2.43 / 45.18 ± 4.21 |
53.14 ± 1.81 / 63.00 ± 0.50 |
65.69 ± 0.22 / 19.95 ± 0.16 |
37.32 ± 0.70 / 52.95 ± 0.50 |
38.28 ± 1.31 / 53.70 ± 0.97 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
birgermoell/Rapid-Cycling (few-shot, val) |
7242 |
32 |
32768 |
False |
2,346 ± 450 / 666 ± 249 |
2.58 |
2.30 |
2.91 |
2.52 |
49.99 ± 2.62 / 38.37 ± 3.04 |
51.25 ± 2.70 / 62.67 ± 2.82 |
20.66 ± 5.69 / 49.98 ± 4.94 |
56.82 ± 1.75 / 62.40 ± 1.40 |
65.58 ± 1.30 / 17.82 ± 1.12 |
67.48 ± 3.13 / 75.62 ± 2.33 |
63.69 ± 2.43 / 75.31 ± 1.76 |
32.11 ± 3.47 / 48.55 ± 2.67 |
55.93 ± 2.70 / 50.51 ± 3.15 |
63.85 ± 2.45 / 53.11 ± 4.11 |
50.41 ± 5.49 / 64.49 ± 4.37 |
65.10 ± 0.51 / 18.12 ± 0.74 |
15.74 ± 4.15 / 41.16 ± 2.21 |
2.23 ± 4.69 / 34.70 ± 1.39 |
39.81 ± 2.81 / 65.65 ± 2.64 |
26.34 ± 1.48 / 44.69 ± 1.13 |
34.85 ± 4.33 / 50.23 ± 3.39 |
53.66 ± 3.57 / 41.97 ± 4.83 |
77.72 ± 2.51 / 78.40 ± 2.65 |
16.22 ± 4.46 / 43.17 ± 3.88 |
59.75 ± 1.13 / 64.72 ± 1.04 |
67.57 ± 0.48 / 23.65 ± 0.72 |
27.24 ± 2.07 / 45.51 ± 1.53 |
32.04 ± 4.21 / 48.67 ± 3.11 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
9.3.2 |
9.3.2 |
9.3.2 |
senseable/WestLake-7B-v2 (few-shot) |
7242 |
32 |
32768 |
False |
5,993 ± 1,028 / 1,742 ± 561 |
2.58 |
2.41 |
2.79 |
2.54 |
52.61 ± 1.77 / 33.64 ± 2.67 |
49.81 ± 1.43 / 66.32 ± 1.25 |
19.64 ± 1.63 / 54.22 ± 2.32 |
48.03 ± 1.24 / 57.94 ± 1.02 |
66.67 ± 0.87 / 21.08 ± 0.83 |
57.65 ± 1.99 / 68.08 ± 1.51 |
51.99 ± 3.67 / 66.43 ± 2.85 |
44.44 ± 1.52 / 58.16 ± 1.21 |
64.37 ± 2.17 / 52.81 ± 2.48 |
62.77 ± 0.83 / 51.80 ± 2.77 |
50.60 ± 4.90 / 66.76 ± 3.04 |
65.09 ± 0.31 / 17.27 ± 0.66 |
18.09 ± 2.04 / 52.56 ± 2.60 |
12.25 ± 2.18 / 50.79 ± 2.42 |
38.34 ± 2.39 / 69.54 ± 1.96 |
27.33 ± 0.72 / 45.16 ± 0.55 |
41.59 ± 2.61 / 56.02 ± 2.08 |
58.90 ± 1.34 / 42.48 ± 3.97 |
67.74 ± 2.79 / 71.89 ± 1.89 |
16.52 ± 2.55 / 46.30 ± 2.62 |
49.41 ± 1.21 / 59.91 ± 0.48 |
66.09 ± 0.17 / 19.64 ± 0.27 |
31.76 ± 0.89 / 48.64 ± 0.69 |
45.84 ± 1.47 / 59.27 ± 1.16 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
Mabeck/Heidrun-Mistral-7B-chat (few-shot) |
7242 |
32 |
32768 |
False |
5,822 ± 1,283 / 1,336 ± 430 |
2.60 |
2.35 |
2.84 |
2.60 |
50.80 ± 2.33 / 34.04 ± 1.76 |
42.79 ± 2.38 / 54.47 ± 3.04 |
23.25 ± 3.17 / 56.31 ± 4.02 |
59.90 ± 0.84 / 65.47 ± 0.43 |
67.50 ± 0.95 / 23.95 ± 0.59 |
66.61 ± 0.93 / 74.86 ± 0.71 |
64.80 ± 1.46 / 76.46 ± 1.02 |
29.18 ± 0.99 / 46.64 ± 0.76 |
61.41 ± 1.71 / 52.32 ± 2.63 |
59.49 ± 1.26 / 49.45 ± 3.31 |
49.19 ± 1.64 / 63.36 ± 1.52 |
64.22 ± 0.52 / 16.72 ± 0.66 |
15.17 ± 2.64 / 50.25 ± 4.51 |
10.78 ± 1.99 / 50.08 ± 4.20 |
48.99 ± 2.91 / 73.08 ± 2.26 |
27.64 ± 1.39 / 45.78 ± 1.03 |
25.74 ± 1.87 / 43.95 ± 1.58 |
55.06 ± 2.38 / 41.39 ± 4.31 |
77.50 ± 0.90 / 73.87 ± 1.21 |
17.47 ± 2.33 / 47.73 ± 3.35 |
58.67 ± 0.96 / 64.58 ± 0.78 |
64.18 ± 0.24 / 18.13 ± 0.35 |
31.04 ± 1.08 / 48.29 ± 0.82 |
23.57 ± 1.68 / 42.37 ± 1.34 |
10.0.1 |
10.0.1 |
10.0.1 |
12.5.0 |
12.6.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.5.0 |
10.0.1 |
10.0.1 |
12.5.0 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.5.0 |
12.5.0 |
10.0.1 |
10.0.1 |
birgermoell/Flashback-Bellman (few-shot, val) |
7242 |
32 |
32768 |
False |
2,887 ± 403 / 1,144 ± 345 |
2.61 |
2.49 |
2.89 |
2.44 |
47.71 ± 3.50 / 35.65 ± 3.07 |
48.21 ± 3.58 / 60.08 ± 3.41 |
19.55 ± 5.35 / 50.98 ± 5.74 |
56.46 ± 1.48 / 61.69 ± 1.28 |
65.46 ± 1.23 / 17.73 ± 1.16 |
61.29 ± 2.33 / 70.82 ± 1.78 |
60.29 ± 2.58 / 72.97 ± 1.79 |
28.33 ± 2.11 / 45.86 ± 1.72 |
56.44 ± 3.14 / 50.10 ± 4.61 |
66.56 ± 2.40 / 54.48 ± 4.93 |
53.24 ± 4.75 / 67.94 ± 3.75 |
64.96 ± 0.56 / 17.92 ± 0.82 |
11.96 ± 2.46 / 37.26 ± 1.15 |
2.50 ± 4.21 / 35.26 ± 1.79 |
39.21 ± 3.48 / 64.09 ± 3.49 |
26.64 ± 1.95 / 44.88 ± 1.41 |
31.14 ± 2.64 / 48.01 ± 2.14 |
55.29 ± 3.95 / 41.59 ± 4.48 |
78.29 ± 1.83 / 78.77 ± 2.06 |
18.45 ± 3.00 / 46.38 ± 2.81 |
58.42 ± 1.64 / 63.83 ± 1.18 |
67.54 ± 0.48 / 23.67 ± 0.69 |
29.44 ± 2.34 / 46.95 ± 1.75 |
37.45 ± 3.61 / 52.85 ± 2.76 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
google/gemma-7b (few-shot) |
8538 |
256 |
8192 |
True |
1,378 ± 260 / 387 ± 119 |
2.61 |
2.54 |
2.87 |
2.43 |
19.59 ± 2.54 / 15.47 ± 2.19 |
46.55 ± 1.89 / 59.52 ± 3.56 |
32.64 ± 2.91 / 63.84 ± 1.69 |
59.40 ± 1.02 / 64.81 ± 0.91 |
66.63 ± 0.82 / 22.82 ± 0.62 |
74.32 ± 0.96 / 80.31 ± 0.79 |
65.58 ± 2.10 / 76.41 ± 1.54 |
24.74 ± 2.86 / 39.03 ± 1.70 |
26.43 ± 3.36 / 26.32 ± 2.35 |
32.66 ± 3.42 / 29.43 ± 1.74 |
41.82 ± 3.69 / 53.06 ± 5.15 |
64.02 ± 1.35 / 17.65 ± 1.59 |
25.82 ± 4.43 / 59.85 ± 4.07 |
20.16 ± 3.43 / 53.83 ± 5.61 |
52.68 ± 3.58 / 75.16 ± 2.44 |
39.96 ± 0.97 / 53.03 ± 0.89 |
27.82 ± 4.59 / 41.21 ± 4.09 |
43.68 ± 3.65 / 29.40 ± 3.10 |
77.72 ± 4.50 / 77.58 ± 4.13 |
36.25 ± 2.66 / 65.08 ± 2.92 |
58.62 ± 0.98 / 64.23 ± 0.88 |
64.44 ± 0.29 / 18.70 ± 0.57 |
39.94 ± 1.17 / 53.25 ± 0.89 |
25.96 ± 3.94 / 40.33 ± 3.17 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.10.0 |
merge-crew/da-sv-dare-ties-density-0.9 (few-shot, val) |
7242 |
32 |
32768 |
True |
2,443 ± 458 / 750 ± 240 |
2.64 |
2.50 |
2.92 |
2.51 |
45.61 ± 3.06 / 35.04 ± 2.94 |
53.73 ± 3.06 / 67.51 ± 2.16 |
17.08 ± 5.36 / 52.62 ± 5.62 |
56.67 ± 1.19 / 61.18 ± 1.07 |
66.14 ± 1.40 / 20.98 ± 1.16 |
60.58 ± 2.62 / 69.80 ± 2.03 |
57.89 ± 3.66 / 70.00 ± 2.59 |
16.45 ± 1.87 / 35.47 ± 1.77 |
48.24 ± 3.18 / 42.53 ± 3.52 |
61.50 ± 1.54 / 50.90 ± 4.58 |
49.40 ± 3.40 / 60.71 ± 3.33 |
64.56 ± 0.80 / 17.62 ± 1.06 |
24.12 ± 3.24 / 59.38 ± 2.25 |
13.20 ± 3.16 / 54.42 ± 3.04 |
47.93 ± 3.46 / 69.52 ± 3.06 |
26.21 ± 2.32 / 42.54 ± 1.71 |
17.00 ± 2.59 / 33.52 ± 2.18 |
46.61 ± 3.11 / 34.10 ± 4.61 |
76.38 ± 2.01 / 78.30 ± 2.42 |
34.16 ± 4.39 / 60.06 ± 4.67 |
58.77 ± 1.76 / 63.50 ± 1.47 |
66.77 ± 0.46 / 22.42 ± 0.84 |
29.77 ± 2.44 / 46.25 ± 1.64 |
25.38 ± 3.56 / 39.34 ± 3.89 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
mlabonne/AlphaMonarch-7B (few-shot, val) |
7242 |
32 |
8192 |
False |
5,340 ± 1,262 / 1,157 ± 375 |
2.64 |
2.46 |
2.86 |
2.59 |
52.72 ± 2.21 / 39.49 ± 3.47 |
49.11 ± 3.91 / 64.78 ± 2.61 |
16.09 ± 3.74 / 54.94 ± 2.92 |
46.28 ± 1.53 / 56.13 ± 1.09 |
66.62 ± 0.96 / 21.03 ± 0.80 |
60.03 ± 5.14 / 70.04 ± 3.73 |
59.83 ± 4.38 / 72.27 ± 3.40 |
40.40 ± 3.24 / 55.04 ± 2.57 |
61.90 ± 2.57 / 57.16 ± 2.81 |
66.92 ± 2.52 / 57.81 ± 3.54 |
48.80 ± 4.56 / 63.38 ± 3.06 |
64.72 ± 0.39 / 17.40 ± 0.60 |
19.53 ± 5.49 / 51.96 ± 4.90 |
9.83 ± 4.57 / 47.95 ± 2.22 |
30.27 ± 2.28 / 62.04 ± 2.19 |
28.18 ± 1.89 / 45.23 ± 1.44 |
36.20 ± 3.97 / 50.74 ± 3.38 |
60.53 ± 3.06 / 48.45 ± 5.19 |
67.03 ± 3.61 / 70.77 ± 1.95 |
15.10 ± 4.60 / 48.57 ± 2.91 |
42.46 ± 1.63 / 53.50 ± 1.40 |
67.94 ± 0.21 / 22.99 ± 0.24 |
27.51 ± 3.08 / 45.43 ± 2.37 |
42.29 ± 5.08 / 55.43 ± 4.50 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.6.1 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
danish-foundation-models/munin-7b-v0.1dev0 (few-shot) |
7242 |
32 |
8192 |
True |
6,113 ± 1,044 / 1,790 ± 579 |
2.65 |
2.41 |
2.89 |
2.64 |
39.12 ± 4.28 / 28.74 ± 2.75 |
36.47 ± 4.90 / 50.72 ± 6.21 |
26.76 ± 4.78 / 57.02 ± 5.13 |
58.75 ± 1.19 / 64.41 ± 0.77 |
67.89 ± 1.20 / 24.67 ± 1.26 |
91.32 ± 0.66 / 93.45 ± 0.50 |
79.92 ± 1.83 / 85.82 ± 1.39 |
24.76 ± 3.27 / 42.17 ± 2.72 |
50.43 ± 2.27 / 42.19 ± 3.03 |
54.20 ± 1.81 / 43.92 ± 2.94 |
39.21 ± 5.64 / 56.54 ± 6.43 |
65.46 ± 0.77 / 19.21 ± 1.10 |
20.51 ± 4.43 / 52.48 ± 5.96 |
11.66 ± 4.10 / 48.13 ± 6.13 |
51.57 ± 3.87 / 73.95 ± 3.51 |
28.97 ± 1.40 / 45.70 ± 1.02 |
25.41 ± 3.81 / 42.75 ± 3.44 |
47.10 ± 2.60 / 35.06 ± 3.65 |
73.05 ± 5.27 / 74.56 ± 4.19 |
30.29 ± 2.63 / 61.40 ± 3.22 |
57.39 ± 1.38 / 63.51 ± 1.04 |
64.69 ± 0.53 / 19.03 ± 0.41 |
27.40 ± 0.76 / 44.17 ± 0.82 |
21.08 ± 3.28 / 38.46 ± 2.96 |
12.5.2 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.5.2 |
12.5.2 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.5.2 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
timpal0l/njord-alpha (few-shot) |
7242 |
32 |
32768 |
True |
5,431 ± 1,267 / 1,139 ± 365 |
2.66 |
2.44 |
2.94 |
2.60 |
38.25 ± 3.75 / 28.14 ± 3.06 |
39.37 ± 2.09 / 56.57 ± 1.90 |
29.76 ± 3.24 / 61.80 ± 2.22 |
57.02 ± 1.28 / 63.16 ± 0.90 |
67.57 ± 1.27 / 24.15 ± 1.17 |
83.45 ± 1.44 / 87.17 ± 1.20 |
70.43 ± 2.76 / 79.43 ± 1.95 |
16.43 ± 1.75 / 33.75 ± 1.91 |
50.47 ± 2.96 / 43.31 ± 2.54 |
51.97 ± 3.83 / 42.66 ± 5.03 |
48.03 ± 1.71 / 65.89 ± 1.68 |
65.48 ± 1.22 / 19.57 ± 1.57 |
22.65 ± 3.80 / 51.83 ± 5.03 |
17.10 ± 4.78 / 49.03 ± 6.45 |
44.72 ± 4.47 / 68.08 ± 4.22 |
25.82 ± 0.84 / 42.08 ± 0.80 |
21.35 ± 3.32 / 37.35 ± 3.07 |
48.19 ± 2.55 / 37.50 ± 3.62 |
79.95 ± 0.87 / 81.24 ± 0.64 |
32.85 ± 2.28 / 61.74 ± 3.05 |
57.39 ± 1.52 / 63.58 ± 1.19 |
65.95 ± 0.25 / 20.56 ± 0.37 |
25.32 ± 0.99 / 42.09 ± 1.04 |
14.55 ± 2.32 / 31.99 ± 2.16 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
AI-Sweden-Models/tyr (few-shot, val) |
7242 |
32 |
32768 |
False |
6,079 ± 1,051 / 1,760 ± 570 |
2.68 |
2.52 |
3.03 |
2.49 |
47.01 ± 2.76 / 36.47 ± 3.27 |
50.60 ± 3.33 / 65.49 ± 2.38 |
13.73 ± 3.33 / 52.15 ± 3.17 |
56.35 ± 1.68 / 61.63 ± 1.33 |
66.82 ± 1.02 / 22.26 ± 1.10 |
57.53 ± 3.61 / 67.77 ± 2.64 |
67.04 ± 2.33 / 78.12 ± 1.58 |
22.16 ± 1.56 / 40.90 ± 1.34 |
58.60 ± 4.42 / 52.72 ± 4.93 |
63.15 ± 2.29 / 54.03 ± 4.33 |
51.85 ± 3.51 / 64.28 ± 2.54 |
64.57 ± 0.59 / 17.58 ± 0.98 |
0.66 ± 1.29 / 33.42 ± 0.80 |
0.53 ± 1.05 / 33.42 ± 0.73 |
43.22 ± 2.24 / 68.55 ± 2.42 |
26.09 ± 2.24 / 44.41 ± 1.68 |
23.43 ± 2.86 / 42.30 ± 2.29 |
56.21 ± 2.49 / 44.78 ± 4.19 |
78.30 ± 1.71 / 79.80 ± 2.03 |
14.35 ± 5.65 / 48.69 ± 4.30 |
61.08 ± 1.47 / 65.72 ± 1.07 |
67.96 ± 0.40 / 24.14 ± 0.74 |
31.74 ± 2.48 / 48.52 ± 1.88 |
30.12 ± 2.07 / 47.58 ± 1.29 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
AI-Sweden-Models/Llama-3-8B (few-shot) |
8030 |
128 |
8192 |
True |
4,141 ± 994 / 905 ± 299 |
2.70 |
2.46 |
2.96 |
2.69 |
36.72 ± 3.33 / 27.73 ± 2.57 |
46.48 ± 1.17 / 55.20 ± 2.51 |
26.10 ± 3.17 / 59.19 ± 3.94 |
58.00 ± 0.91 / 64.11 ± 0.64 |
67.23 ± 1.11 / 23.15 ± 1.07 |
82.84 ± 0.94 / 87.01 ± 0.71 |
75.27 ± 1.67 / 83.44 ± 1.19 |
14.55 ± 2.72 / 33.99 ± 2.19 |
44.53 ± 2.58 / 36.59 ± 1.71 |
47.02 ± 2.08 / 39.99 ± 2.76 |
41.84 ± 2.46 / 56.79 ± 2.95 |
65.29 ± 1.50 / 19.34 ± 1.91 |
19.97 ± 3.99 / 47.40 ± 4.84 |
15.61 ± 4.20 / 43.40 ± 4.90 |
50.91 ± 4.42 / 73.43 ± 3.55 |
30.85 ± 1.15 / 46.02 ± 0.92 |
18.61 ± 3.08 / 36.62 ± 2.86 |
36.45 ± 2.44 / 27.24 ± 2.29 |
81.12 ± 1.02 / 77.04 ± 2.74 |
26.80 ± 2.07 / 59.15 ± 2.72 |
58.16 ± 0.82 / 64.72 ± 0.72 |
66.09 ± 0.31 / 20.48 ± 0.47 |
29.01 ± 0.68 / 45.32 ± 0.67 |
15.92 ± 1.74 / 35.28 ± 1.24 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
KennethEnevoldsen/munin_mistral-7b (few-shot, val) |
7242 |
32 |
32768 |
False |
2,543 ± 466 / 787 ± 247 |
2.71 |
2.49 |
2.95 |
2.70 |
46.70 ± 3.49 / 36.30 ± 2.65 |
47.52 ± 3.90 / 55.98 ± 4.69 |
8.04 ± 5.32 / 36.02 ± 2.59 |
60.05 ± 1.30 / 64.15 ± 1.20 |
67.18 ± 1.23 / 22.71 ± 1.10 |
70.49 ± 3.13 / 77.89 ± 2.32 |
66.28 ± 4.60 / 76.88 ± 3.34 |
25.13 ± 3.45 / 43.24 ± 2.58 |
51.82 ± 4.16 / 44.64 ± 4.66 |
62.55 ± 3.84 / 49.66 ± 5.87 |
56.37 ± 4.27 / 69.55 ± 4.52 |
63.74 ± 1.20 / 16.64 ± 1.53 |
6.04 ± 5.92 / 36.34 ± 3.96 |
-0.02 ± 0.04 / 33.47 ± 0.88 |
48.85 ± 4.11 / 70.75 ± 3.73 |
28.43 ± 2.75 / 45.94 ± 2.14 |
20.49 ± 3.69 / 40.00 ± 2.80 |
52.34 ± 3.07 / 39.14 ± 4.60 |
77.66 ± 2.09 / 78.59 ± 2.41 |
6.00 ± 4.15 / 36.34 ± 2.20 |
60.16 ± 1.81 / 64.12 ± 1.59 |
65.54 ± 0.49 / 19.31 ± 0.71 |
31.83 ± 2.27 / 48.55 ± 1.67 |
20.55 ± 3.93 / 38.95 ± 3.23 |
12.5.2 |
12.3.1 |
12.3.1 |
12.3.2 |
12.6.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.1 |
12.3.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
ibm-granite/granite-3.0-8b-base (few-shot) |
8171 |
49 |
4097 |
True |
5,116 ± 943 / 1,436 ± 472 |
2.71 |
2.60 |
2.91 |
2.63 |
44.58 ± 2.62 / 33.50 ± 2.75 |
47.16 ± 1.36 / 64.63 ± 1.18 |
19.20 ± 2.44 / 53.44 ± 4.36 |
58.41 ± 1.36 / 63.32 ± 0.89 |
65.64 ± 0.99 / 21.12 ± 0.86 |
32.05 ± 2.18 / 47.54 ± 1.78 |
47.42 ± 1.74 / 65.02 ± 1.13 |
28.73 ± 1.32 / 46.04 ± 1.04 |
49.94 ± 2.13 / 46.49 ± 2.00 |
52.17 ± 1.02 / 46.44 ± 2.72 |
53.27 ± 1.54 / 66.73 ± 1.31 |
63.01 ± 1.50 / 15.82 ± 1.50 |
17.22 ± 3.50 / 50.42 ± 5.01 |
12.01 ± 2.47 / 47.98 ± 4.37 |
45.04 ± 3.42 / 69.52 ± 2.79 |
24.31 ± 1.12 / 42.68 ± 0.87 |
30.34 ± 1.41 / 47.38 ± 1.10 |
44.80 ± 2.36 / 34.91 ± 2.67 |
75.92 ± 2.44 / 75.77 ± 2.08 |
24.84 ± 2.78 / 59.88 ± 4.08 |
56.71 ± 1.65 / 62.01 ± 1.64 |
63.65 ± 0.52 / 18.25 ± 0.41 |
26.71 ± 1.53 / 44.61 ± 1.21 |
30.43 ± 0.92 / 47.06 ± 0.83 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
merge-crew/da-sv-ties (few-shot, val) |
7242 |
32 |
32768 |
True |
2,457 ± 451 / 757 ± 237 |
2.71 |
2.59 |
2.99 |
2.55 |
45.39 ± 2.46 / 34.45 ± 2.56 |
51.95 ± 2.65 / 65.69 ± 2.11 |
13.25 ± 6.27 / 45.66 ± 5.58 |
58.51 ± 1.35 / 62.73 ± 1.19 |
66.33 ± 1.33 / 21.24 ± 1.23 |
57.16 ± 3.03 / 66.99 ± 2.44 |
60.06 ± 3.26 / 71.17 ± 2.36 |
13.62 ± 3.14 / 33.40 ± 2.67 |
47.61 ± 2.50 / 42.16 ± 2.82 |
60.57 ± 2.02 / 48.89 ± 4.48 |
44.46 ± 4.10 / 52.31 ± 4.53 |
64.59 ± 0.86 / 17.61 ± 1.09 |
23.99 ± 5.54 / 60.60 ± 2.74 |
11.60 ± 3.18 / 53.40 ± 2.75 |
47.02 ± 3.37 / 69.07 ± 2.64 |
27.13 ± 1.80 / 42.23 ± 1.12 |
15.65 ± 2.90 / 31.76 ± 2.07 |
48.36 ± 3.07 / 34.48 ± 5.22 |
76.57 ± 2.19 / 78.11 ± 2.73 |
20.94 ± 5.55 / 44.72 ± 4.06 |
59.07 ± 1.90 / 63.87 ± 1.46 |
66.59 ± 0.50 / 22.19 ± 0.78 |
31.44 ± 1.94 / 47.30 ± 1.54 |
26.04 ± 3.42 / 38.83 ± 4.24 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
timpal0l/Llama-3-8B-flashback-v1 (few-shot) |
8030 |
128 |
8192 |
True |
4,807 ± 1,152 / 979 ± 319 |
2.73 |
2.73 |
3.08 |
2.37 |
46.59 ± 4.16 / 31.16 ± 3.95 |
50.25 ± 1.25 / 66.18 ± 1.01 |
14.46 ± 2.48 / 50.96 ± 4.22 |
56.86 ± 1.23 / 62.50 ± 0.92 |
61.98 ± 1.03 / 15.41 ± 1.03 |
46.91 ± 1.59 / 59.57 ± 1.13 |
50.98 ± 1.94 / 66.25 ± 1.43 |
16.33 ± 2.72 / 35.98 ± 2.43 |
59.09 ± 1.89 / 52.82 ± 2.60 |
60.02 ± 1.44 / 52.04 ± 2.63 |
47.58 ± 1.91 / 64.35 ± 1.95 |
58.88 ± 1.42 / 10.65 ± 1.13 |
10.52 ± 4.67 / 46.13 ± 6.95 |
6.67 ± 4.53 / 40.61 ± 5.40 |
49.89 ± 4.89 / 71.90 ± 4.09 |
29.17 ± 1.09 / 46.02 ± 0.72 |
17.46 ± 1.74 / 36.36 ± 1.79 |
59.03 ± 2.04 / 41.99 ± 4.35 |
81.13 ± 0.94 / 80.80 ± 1.09 |
33.06 ± 3.65 / 61.21 ± 3.26 |
58.21 ± 0.67 / 64.01 ± 0.68 |
64.42 ± 0.69 / 18.01 ± 0.55 |
35.24 ± 0.83 / 50.70 ± 0.57 |
25.14 ± 2.02 / 42.54 ± 1.99 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
ThatsGroes/munin-SkoleGPTOpenOrca-7b-16bit (few-shot) |
7242 |
32 |
32768 |
False |
3,006 ± 479 / 1,053 ± 319 |
2.75 |
2.44 |
3.07 |
2.74 |
45.37 ± 2.53 / 28.99 ± 2.18 |
39.63 ± 1.90 / 46.93 ± 2.68 |
21.77 ± 3.54 / 47.96 ± 4.57 |
58.28 ± 0.73 / 64.76 ± 0.47 |
67.91 ± 0.79 / 24.44 ± 0.46 |
78.71 ± 1.22 / 83.82 ± 0.94 |
63.74 ± 2.06 / 74.88 ± 1.46 |
28.58 ± 0.96 / 45.97 ± 0.76 |
51.99 ± 1.85 / 37.40 ± 2.95 |
52.74 ± 1.13 / 36.83 ± 1.95 |
50.39 ± 1.38 / 66.42 ± 1.20 |
64.20 ± 0.44 / 16.28 ± 0.55 |
0.99 ± 1.03 / 33.56 ± 0.25 |
1.27 ± 1.30 / 34.04 ± 0.45 |
47.95 ± 3.19 / 72.60 ± 2.57 |
25.74 ± 0.98 / 43.89 ± 0.69 |
26.36 ± 1.73 / 44.31 ± 1.40 |
44.64 ± 1.66 / 31.30 ± 2.96 |
77.98 ± 1.01 / 72.79 ± 2.47 |
16.57 ± 2.58 / 51.86 ± 3.69 |
57.31 ± 0.92 / 63.73 ± 1.04 |
63.23 ± 0.35 / 15.35 ± 0.57 |
28.15 ± 0.90 / 45.69 ± 0.72 |
23.58 ± 1.41 / 42.30 ± 1.04 |
11.0.0 |
11.0.0 |
11.0.0 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
12.4.0 |
11.0.0 |
11.0.0 |
12.4.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
12.4.0 |
12.4.0 |
11.0.0 |
11.0.0 |
birgermoell/NeuralBeagle-Flashback (few-shot, val) |
7242 |
32 |
32768 |
False |
2,904 ± 405 / 1,155 ± 349 |
2.75 |
2.48 |
2.95 |
2.82 |
48.28 ± 2.73 / 36.42 ± 3.04 |
44.20 ± 2.63 / 53.54 ± 3.36 |
22.79 ± 5.54 / 54.63 ± 6.09 |
57.96 ± 0.80 / 63.50 ± 0.73 |
65.62 ± 1.30 / 17.98 ± 1.11 |
62.80 ± 2.47 / 72.15 ± 1.80 |
61.54 ± 2.29 / 73.98 ± 1.58 |
25.54 ± 2.80 / 43.01 ± 1.95 |
51.78 ± 2.90 / 47.69 ± 3.44 |
61.22 ± 3.73 / 50.00 ± 4.37 |
53.06 ± 4.92 / 67.05 ± 4.22 |
65.11 ± 0.51 / 18.04 ± 0.81 |
10.27 ± 5.84 / 43.06 ± 3.15 |
8.06 ± 3.56 / 41.59 ± 3.99 |
40.64 ± 2.58 / 66.46 ± 2.62 |
25.61 ± 2.74 / 44.49 ± 2.07 |
27.67 ± 4.55 / 44.18 ± 3.63 |
51.73 ± 4.51 / 40.50 ± 6.05 |
36.06 ± 3.31 / 53.46 ± 1.79 |
19.42 ± 5.08 / 46.92 ± 5.36 |
59.26 ± 1.66 / 64.40 ± 1.35 |
67.55 ± 0.53 / 23.64 ± 0.72 |
23.10 ± 2.38 / 42.58 ± 1.74 |
29.31 ± 5.03 / 47.11 ± 3.62 |
9.3.0 |
9.3.0 |
9.3.0 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.0 |
9.3.0 |
9.3.0 |
9.3.0 |
9.3.0 |
9.3.0 |
9.3.0 |
12.5.2 |
9.3.0 |
9.3.0 |
9.3.0 |
9.3.0 |
9.3.0 |
12.5.2 |
9.3.0 |
9.3.0 |
9.3.0 |
merge-crew/da-sv-dare-ties-density-0.6 (few-shot, val) |
7242 |
32 |
32768 |
True |
2,515 ± 465 / 785 ± 247 |
2.75 |
2.63 |
3.03 |
2.58 |
46.03 ± 3.93 / 34.23 ± 2.86 |
49.59 ± 3.26 / 63.45 ± 2.61 |
12.72 ± 3.51 / 46.56 ± 5.33 |
57.03 ± 1.13 / 61.58 ± 1.01 |
65.24 ± 1.45 / 19.37 ± 1.48 |
59.88 ± 2.64 / 69.41 ± 2.10 |
59.51 ± 3.33 / 71.02 ± 2.26 |
16.86 ± 4.05 / 34.77 ± 3.07 |
47.26 ± 3.76 / 40.22 ± 3.43 |
59.35 ± 2.82 / 45.26 ± 3.91 |
54.93 ± 3.49 / 68.45 ± 2.61 |
64.25 ± 0.86 / 16.92 ± 1.27 |
9.00 ± 2.87 / 37.53 ± 2.91 |
5.26 ± 3.15 / 39.01 ± 3.54 |
45.95 ± 3.12 / 68.00 ± 3.07 |
21.89 ± 2.60 / 39.61 ± 2.11 |
15.32 ± 3.65 / 34.57 ± 2.40 |
45.12 ± 2.72 / 30.73 ± 4.55 |
78.74 ± 2.13 / 80.11 ± 2.64 |
19.74 ± 6.09 / 46.97 ± 5.83 |
60.15 ± 1.71 / 65.22 ± 1.28 |
66.41 ± 0.46 / 21.90 ± 0.70 |
31.24 ± 3.01 / 47.77 ± 2.19 |
22.30 ± 3.50 / 39.45 ± 2.60 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
timpal0l/Mistral-7B-v0.1-flashback-v2 (few-shot) |
7242 |
32 |
32768 |
True |
5,054 ± 1,200 / 1,056 ± 339 |
2.76 |
2.70 |
3.08 |
2.49 |
42.43 ± 3.36 / 29.30 ± 2.53 |
47.82 ± 2.00 / 63.19 ± 2.09 |
16.51 ± 2.59 / 52.73 ± 3.91 |
56.95 ± 1.21 / 62.20 ± 0.83 |
65.43 ± 1.12 / 20.36 ± 0.95 |
50.76 ± 1.75 / 62.66 ± 1.43 |
50.82 ± 1.17 / 66.66 ± 0.76 |
14.47 ± 2.35 / 34.86 ± 1.97 |
48.97 ± 2.42 / 39.15 ± 2.78 |
51.52 ± 2.96 / 40.17 ± 3.62 |
49.05 ± 2.73 / 63.94 ± 2.42 |
63.32 ± 1.58 / 16.33 ± 1.63 |
14.37 ± 2.18 / 47.80 ± 4.36 |
9.96 ± 1.34 / 48.97 ± 3.77 |
44.07 ± 3.40 / 68.49 ± 2.97 |
25.07 ± 1.48 / 43.13 ± 1.15 |
15.56 ± 3.55 / 35.85 ± 2.56 |
44.14 ± 2.40 / 29.77 ± 4.06 |
80.14 ± 1.11 / 80.19 ± 0.78 |
34.23 ± 2.23 / 65.29 ± 2.17 |
57.07 ± 1.56 / 62.52 ± 1.11 |
65.15 ± 0.31 / 18.72 ± 0.57 |
33.24 ± 0.85 / 49.69 ± 0.67 |
25.50 ± 2.25 / 43.44 ± 2.03 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.6.1 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
alpindale/Mistral-7B-v0.2-hf (few-shot) |
7242 |
32 |
32768 |
True |
1,841 ± 297 / 651 ± 193 |
2.81 |
2.62 |
3.13 |
2.69 |
43.65 ± 2.87 / 32.21 ± 2.13 |
45.86 ± 1.63 / 61.89 ± 1.57 |
15.19 ± 3.67 / 46.19 ± 5.60 |
59.14 ± 0.90 / 64.43 ± 0.58 |
66.30 ± 1.02 / 21.99 ± 1.01 |
53.67 ± 1.74 / 64.67 ± 1.45 |
54.52 ± 2.51 / 68.59 ± 1.76 |
20.51 ± 2.03 / 39.10 ± 1.86 |
50.63 ± 2.12 / 44.59 ± 1.80 |
52.69 ± 2.30 / 46.51 ± 3.63 |
44.05 ± 2.51 / 61.80 ± 2.28 |
63.11 ± 1.66 / 16.14 ± 1.73 |
11.60 ± 4.10 / 43.01 ± 5.07 |
9.26 ± 1.14 / 46.28 ± 3.60 |
45.23 ± 3.73 / 68.68 ± 3.29 |
28.19 ± 0.84 / 45.83 ± 0.68 |
13.65 ± 2.51 / 34.00 ± 1.87 |
48.96 ± 2.72 / 39.25 ± 3.69 |
78.90 ± 0.95 / 78.62 ± 1.08 |
10.82 ± 3.46 / 38.95 ± 3.80 |
58.91 ± 1.02 / 64.72 ± 0.76 |
64.78 ± 0.33 / 19.24 ± 0.42 |
34.52 ± 1.19 / 50.47 ± 0.93 |
20.96 ± 1.96 / 39.95 ± 1.66 |
12.5.2 |
12.5.1 |
12.5.1 |
12.5.1 |
12.6.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.2 |
12.5.2 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.2 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
12.5.1 |
mistralai/Mistral-7B-v0.3 (few-shot) |
7248 |
33 |
32768 |
True |
4,120 ± 976 / 926 ± 306 |
2.81 |
2.60 |
3.13 |
2.69 |
43.60 ± 2.94 / 32.17 ± 2.26 |
45.92 ± 1.50 / 61.91 ± 1.50 |
15.43 ± 3.79 / 46.20 ± 5.54 |
59.13 ± 0.86 / 64.43 ± 0.58 |
66.33 ± 0.98 / 22.03 ± 0.96 |
53.81 ± 1.88 / 64.81 ± 1.53 |
61.06 ± 2.83 / 73.89 ± 2.00 |
20.64 ± 1.95 / 39.21 ± 1.79 |
50.56 ± 2.04 / 44.38 ± 1.85 |
52.65 ± 2.27 / 46.48 ± 3.65 |
44.61 ± 2.28 / 62.22 ± 2.10 |
63.13 ± 1.63 / 16.19 ± 1.73 |
12.10 ± 4.22 / 43.27 ± 5.24 |
9.30 ± 0.99 / 46.11 ± 3.47 |
45.15 ± 3.72 / 68.61 ± 3.30 |
28.31 ± 1.01 / 45.93 ± 0.80 |
13.59 ± 2.44 / 33.95 ± 1.83 |
49.18 ± 2.71 / 39.25 ± 3.60 |
79.08 ± 0.77 / 78.81 ± 0.94 |
11.06 ± 3.55 / 38.96 ± 3.77 |
58.98 ± 1.04 / 64.79 ± 0.79 |
64.79 ± 0.32 / 19.30 ± 0.42 |
34.51 ± 1.13 / 50.46 ± 0.88 |
20.84 ± 2.19 / 39.88 ± 1.85 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
Mabeck/Heidrun-Mistral-7B-base (few-shot) |
7242 |
32 |
32768 |
True |
3,823 ± 967 / 860 ± 280 |
2.82 |
2.59 |
3.17 |
2.70 |
40.14 ± 2.41 / 28.08 ± 1.67 |
39.38 ± 1.56 / 49.16 ± 2.84 |
21.85 ± 3.24 / 53.75 ± 4.63 |
58.07 ± 1.13 / 63.63 ± 0.69 |
67.06 ± 1.05 / 23.60 ± 0.84 |
60.78 ± 1.64 / 69.96 ± 1.28 |
61.29 ± 2.78 / 73.50 ± 1.95 |
16.26 ± 1.96 / 35.70 ± 1.73 |
50.10 ± 2.16 / 41.80 ± 2.77 |
54.81 ± 1.88 / 45.95 ± 3.21 |
48.64 ± 2.14 / 66.06 ± 1.47 |
62.29 ± 1.37 / 14.65 ± 1.36 |
10.31 ± 3.46 / 43.68 ± 5.10 |
1.11 ± 2.48 / 36.52 ± 2.31 |
42.20 ± 3.02 / 65.18 ± 2.86 |
27.39 ± 0.85 / 45.60 ± 0.64 |
11.76 ± 2.46 / 32.87 ± 2.13 |
48.43 ± 2.75 / 35.31 ± 2.80 |
79.43 ± 0.85 / 78.21 ± 1.69 |
17.37 ± 2.57 / 52.91 ± 4.93 |
57.05 ± 1.22 / 62.72 ± 0.89 |
63.81 ± 0.34 / 18.13 ± 0.31 |
31.72 ± 0.55 / 48.70 ± 0.45 |
15.69 ± 2.43 / 35.96 ± 2.03 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
12.6.1 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
ibm-granite/granite-3.0-8b-instruct (few-shot) |
8171 |
49 |
4096 |
True |
5,090 ± 937 / 1,423 ± 466 |
2.83 |
2.73 |
3.03 |
2.72 |
44.92 ± 3.05 / 32.65 ± 2.50 |
49.31 ± 1.35 / 66.02 ± 1.10 |
10.14 ± 2.87 / 44.99 ± 4.82 |
57.34 ± 0.99 / 63.24 ± 0.44 |
66.02 ± 0.75 / 20.91 ± 0.70 |
33.71 ± 1.69 / 49.70 ± 1.24 |
43.55 ± 3.67 / 62.50 ± 2.36 |
21.34 ± 1.27 / 39.77 ± 1.09 |
53.79 ± 1.52 / 46.58 ± 1.73 |
56.13 ± 0.91 / 47.13 ± 2.04 |
51.36 ± 2.53 / 66.19 ± 2.08 |
62.40 ± 1.11 / 13.68 ± 1.61 |
6.83 ± 2.54 / 38.36 ± 3.81 |
8.09 ± 2.03 / 41.05 ± 4.14 |
48.01 ± 2.52 / 73.03 ± 1.99 |
24.55 ± 0.94 / 42.12 ± 0.85 |
26.71 ± 1.68 / 44.15 ± 1.46 |
44.94 ± 2.91 / 35.67 ± 3.53 |
76.78 ± 1.63 / 78.27 ± 1.22 |
16.96 ± 2.77 / 55.03 ± 3.49 |
56.83 ± 1.02 / 63.13 ± 0.89 |
65.09 ± 0.37 / 19.37 ± 0.37 |
26.57 ± 1.18 / 44.19 ± 0.95 |
24.62 ± 2.11 / 42.11 ± 1.50 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
mhenrichsen/hestenettetLM (few-shot) |
7242 |
32 |
32768 |
True |
5,160 ± 804 / 1,654 ± 516 |
2.83 |
2.71 |
3.08 |
2.69 |
44.90 ± 3.15 / 31.91 ± 2.65 |
42.61 ± 1.79 / 53.47 ± 3.00 |
8.65 ± 3.44 / 38.18 ± 4.21 |
59.62 ± 1.12 / 64.70 ± 0.75 |
66.48 ± 0.99 / 22.13 ± 1.09 |
52.83 ± 1.98 / 64.27 ± 1.66 |
57.96 ± 2.76 / 71.31 ± 1.89 |
18.11 ± 3.15 / 37.65 ± 2.44 |
52.52 ± 1.85 / 43.46 ± 2.21 |
55.60 ± 3.22 / 45.25 ± 4.20 |
48.23 ± 3.31 / 65.51 ± 3.01 |
63.53 ± 1.47 / 16.54 ± 1.59 |
8.53 ± 3.72 / 38.61 ± 3.22 |
6.65 ± 1.40 / 39.32 ± 2.51 |
46.89 ± 3.29 / 70.96 ± 2.84 |
27.67 ± 0.91 / 45.77 ± 0.66 |
14.20 ± 3.45 / 34.89 ± 2.57 |
53.00 ± 2.53 / 39.09 ± 3.72 |
79.70 ± 0.65 / 79.45 ± 0.68 |
4.32 ± 2.19 / 34.43 ± 0.87 |
59.03 ± 1.03 / 64.74 ± 0.84 |
64.89 ± 0.28 / 19.31 ± 0.40 |
35.48 ± 0.99 / 51.54 ± 0.72 |
20.54 ± 2.14 / 39.66 ± 1.80 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.6.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
bineric/NorskGPT-Llama-13B-v0.1 (few-shot) |
unknown |
32 |
4096 |
False |
2,856 ± 645 / 709 ± 243 |
2.84 |
2.74 |
2.98 |
2.81 |
44.17 ± 3.14 / 31.63 ± 3.03 |
44.28 ± 1.94 / 55.59 ± 3.06 |
3.11 ± 1.88 / 34.35 ± 0.74 |
55.59 ± 0.65 / 63.25 ± 0.37 |
66.63 ± 0.92 / 21.44 ± 0.80 |
59.51 ± 1.28 / 69.11 ± 1.02 |
50.89 ± 1.72 / 67.29 ± 1.12 |
25.32 ± 1.41 / 43.22 ± 1.13 |
56.72 ± 1.90 / 43.75 ± 2.72 |
57.62 ± 1.35 / 43.81 ± 2.43 |
48.86 ± 2.54 / 64.32 ± 2.46 |
64.86 ± 0.32 / 16.84 ± 0.69 |
9.87 ± 1.78 / 44.29 ± 3.62 |
6.90 ± 1.65 / 48.96 ± 3.09 |
41.27 ± 3.42 / 69.36 ± 3.54 |
24.51 ± 1.23 / 42.96 ± 0.98 |
31.41 ± 1.81 / 47.68 ± 1.36 |
49.26 ± 2.31 / 36.92 ± 4.05 |
79.05 ± 0.80 / 77.87 ± 2.06 |
0.22 ± 0.43 / 33.38 ± 0.26 |
56.78 ± 1.02 / 63.61 ± 0.61 |
65.99 ± 0.07 / 19.57 ± 0.17 |
25.56 ± 0.86 / 43.67 ± 0.64 |
28.26 ± 1.97 / 45.89 ± 1.42 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
mistralai/Mistral-7B-v0.1 (few-shot) |
7242 |
32 |
32768 |
True |
2,657 ± 524 / 880 ± 278 |
2.84 |
2.71 |
3.13 |
2.69 |
45.42 ± 2.88 / 32.66 ± 2.49 |
43.16 ± 1.69 / 54.53 ± 2.83 |
8.79 ± 3.23 / 38.38 ± 4.22 |
59.43 ± 1.04 / 64.55 ± 0.68 |
66.47 ± 1.00 / 22.11 ± 1.08 |
53.26 ± 1.94 / 64.50 ± 1.68 |
58.26 ± 2.62 / 71.56 ± 1.79 |
18.53 ± 2.03 / 37.79 ± 1.68 |
52.00 ± 1.91 / 43.55 ± 2.21 |
55.12 ± 3.14 / 45.34 ± 4.15 |
47.25 ± 4.11 / 64.53 ± 3.71 |
63.49 ± 1.49 / 16.48 ± 1.62 |
8.66 ± 4.12 / 38.87 ± 3.40 |
6.80 ± 1.59 / 39.72 ± 2.50 |
46.86 ± 3.27 / 70.86 ± 2.79 |
27.78 ± 1.08 / 45.76 ± 0.79 |
10.88 ± 3.63 / 32.43 ± 2.67 |
53.34 ± 2.55 / 40.48 ± 3.66 |
80.00 ± 0.70 / 79.80 ± 0.66 |
4.61 ± 2.18 / 34.51 ± 0.86 |
58.99 ± 1.05 / 64.65 ± 0.83 |
64.87 ± 0.31 / 19.30 ± 0.43 |
35.52 ± 1.01 / 51.52 ± 0.73 |
19.67 ± 2.31 / 38.98 ± 1.98 |
0.0.0 |
0.0.0 |
0.0.0 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.1.2 |
0.0.0 |
0.0.0 |
0.0.0 |
11.0.0 |
0.0.0 |
0.0.0 |
12.5.1 |
9.1.2 |
9.1.2 |
0.0.0 |
0.0.0 |
0.0.0 |
12.5.1 |
11.0.0 |
9.1.2 |
9.1.2 |
danish-foundation-models/munin-7b-alpha (few-shot) |
7242 |
32 |
32768 |
True |
6,116 ± 1,049 / 1,784 ± 577 |
2.85 |
2.48 |
3.32 |
2.76 |
40.60 ± 2.25 / 28.71 ± 1.42 |
36.89 ± 2.27 / 43.77 ± 2.64 |
26.41 ± 5.40 / 53.03 ± 6.56 |
57.81 ± 1.11 / 63.44 ± 0.81 |
67.27 ± 1.15 / 23.82 ± 0.97 |
77.63 ± 1.33 / 83.01 ± 1.00 |
67.83 ± 1.25 / 77.91 ± 0.89 |
25.16 ± 2.44 / 42.68 ± 2.10 |
48.89 ± 3.42 / 35.46 ± 2.58 |
51.95 ± 1.59 / 36.45 ± 2.57 |
20.54 ± 6.01 / 36.30 ± 6.77 |
63.67 ± 1.16 / 15.98 ± 1.26 |
4.39 ± 3.94 / 35.23 ± 2.81 |
1.20 ± 1.64 / 34.54 ± 1.31 |
47.16 ± 4.15 / 70.08 ± 3.96 |
29.07 ± 1.15 / 46.18 ± 0.96 |
19.15 ± 4.16 / 38.37 ± 3.10 |
42.23 ± 2.44 / 30.30 ± 4.71 |
78.80 ± 0.93 / 75.28 ± 1.78 |
15.47 ± 1.79 / 54.26 ± 3.41 |
56.75 ± 1.15 / 62.43 ± 0.95 |
62.78 ± 0.76 / 16.74 ± 0.45 |
30.86 ± 1.12 / 47.83 ± 0.93 |
19.11 ± 2.74 / 38.55 ± 2.29 |
12.5.2 |
12.4.0 |
12.4.0 |
12.4.0 |
12.6.1 |
12.4.0 |
12.4.0 |
12.4.0 |
12.5.2 |
12.5.2 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.5.2 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
12.4.0 |
meta-llama/Llama-2-13b-chat-hf (few-shot) |
13016 |
32 |
4096 |
True |
2,849 ± 622 / 723 ± 229 |
2.85 |
2.69 |
3.13 |
2.74 |
44.00 ± 2.63 / 29.00 ± 2.26 |
45.41 ± 1.79 / 62.27 ± 2.34 |
16.17 ± 2.17 / 56.93 ± 1.29 |
57.06 ± 0.83 / 63.94 ± 0.49 |
66.88 ± 0.98 / 21.84 ± 1.04 |
45.21 ± 1.90 / 57.54 ± 1.55 |
51.06 ± 2.13 / 67.44 ± 1.41 |
16.50 ± 1.48 / 36.77 ± 1.21 |
57.21 ± 1.51 / 40.40 ± 2.79 |
59.62 ± 1.34 / 41.07 ± 2.58 |
38.93 ± 3.56 / 57.45 ± 3.77 |
65.12 ± 0.35 / 17.27 ± 0.70 |
8.65 ± 3.33 / 47.18 ± 3.98 |
5.92 ± 1.58 / 47.50 ± 3.58 |
42.32 ± 2.80 / 69.24 ± 2.68 |
23.88 ± 1.01 / 42.37 ± 0.80 |
22.33 ± 1.67 / 41.00 ± 1.40 |
49.90 ± 2.28 / 35.48 ± 3.44 |
77.19 ± 2.05 / 79.13 ± 1.43 |
14.67 ± 2.27 / 53.90 ± 2.24 |
57.12 ± 0.70 / 63.72 ± 0.73 |
66.25 ± 0.10 / 19.64 ± 0.19 |
24.40 ± 1.20 / 42.73 ± 0.90 |
19.30 ± 1.27 / 38.75 ± 1.05 |
12.10.5 |
12.10.4 |
12.10.4 |
12.11.0 |
12.11.0 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.11.0 |
12.10.4 |
12.10.4 |
12.11.0 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.11.0 |
12.11.0 |
12.10.4 |
12.10.4 |
CohereForAI/aya-23-8B (few-shot) |
8028 |
256 |
8192 |
False |
5,608 ± 1,062 / 1,472 ± 479 |
2.89 |
2.72 |
3.20 |
2.75 |
47.08 ± 3.39 / 32.34 ± 2.97 |
47.16 ± 1.21 / 63.47 ± 1.57 |
8.41 ± 2.40 / 37.31 ± 1.66 |
58.83 ± 0.73 / 63.96 ± 0.56 |
65.03 ± 0.98 / 20.21 ± 0.77 |
36.64 ± 1.30 / 49.92 ± 1.19 |
39.24 ± 1.63 / 59.45 ± 1.09 |
27.29 ± 1.22 / 45.01 ± 0.99 |
60.94 ± 2.30 / 53.33 ± 3.53 |
59.61 ± 1.37 / 50.84 ± 3.99 |
35.73 ± 1.26 / 50.42 ± 1.67 |
62.45 ± 1.72 / 15.67 ± 1.26 |
6.18 ± 1.69 / 35.40 ± 1.06 |
4.00 ± 1.01 / 36.17 ± 0.94 |
46.52 ± 2.15 / 71.95 ± 1.63 |
20.14 ± 1.32 / 38.69 ± 0.99 |
27.50 ± 1.61 / 44.60 ± 1.39 |
60.04 ± 1.22 / 43.93 ± 3.63 |
76.21 ± 0.85 / 67.87 ± 1.71 |
7.54 ± 2.52 / 35.42 ± 1.33 |
58.60 ± 0.59 / 63.65 ± 0.30 |
63.00 ± 0.55 / 18.11 ± 0.35 |
20.97 ± 0.82 / 39.72 ± 0.64 |
28.96 ± 2.18 / 46.32 ± 1.64 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
mistralai/Mistral-7B-Instruct-v0.2 (few-shot) |
7242 |
32 |
32768 |
False |
634 ± 179 / 110 ± 35 |
2.89 |
2.69 |
3.20 |
2.79 |
44.89 ± 2.46 / 29.13 ± 1.92 |
48.09 ± 1.00 / 65.40 ± 0.75 |
19.06 ± 2.34 / 58.77 ± 1.37 |
51.56 ± 1.16 / 60.81 ± 0.74 |
66.84 ± 0.77 / 21.21 ± 1.08 |
51.60 ± 1.33 / 63.50 ± 1.03 |
35.85 ± 2.68 / 52.62 ± 2.08 |
22.21 ± 1.60 / 40.78 ± 1.32 |
53.42 ± 2.48 / 42.63 ± 1.66 |
54.34 ± 1.93 / 41.06 ± 2.40 |
38.79 ± 2.56 / 53.72 ± 3.01 |
64.43 ± 0.45 / 16.11 ± 0.97 |
17.06 ± 1.53 / 56.51 ± 2.06 |
11.00 ± 1.00 / 53.26 ± 2.32 |
35.74 ± 2.44 / 64.27 ± 2.42 |
20.37 ± 1.34 / 39.32 ± 1.03 |
21.16 ± 2.07 / 39.85 ± 1.73 |
47.92 ± 2.66 / 33.00 ± 3.24 |
62.90 ± 2.44 / 70.61 ± 1.19 |
19.95 ± 2.24 / 56.49 ± 2.10 |
52.51 ± 0.36 / 61.42 ± 0.52 |
66.11 ± 0.18 / 19.64 ± 0.28 |
25.60 ± 1.10 / 43.53 ± 0.90 |
21.75 ± 1.61 / 40.57 ± 1.45 |
9.2.0 |
9.2.0 |
9.3.1 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
9.3.1 |
9.3.1 |
12.4.0 |
9.3.2 |
9.3.2 |
9.2.0 |
9.2.0 |
9.3.1 |
12.4.0 |
12.4.0 |
9.3.2 |
9.3.2 |
RuterNorway/Llama-2-13b-chat-norwegian (few-shot) |
unknown |
32 |
4096 |
False |
3,254 ± 1,068 / 484 ± 173 |
2.90 |
2.72 |
3.13 |
2.86 |
43.17 ± 2.78 / 31.37 ± 2.95 |
43.40 ± 2.20 / 57.24 ± 3.52 |
11.08 ± 2.98 / 43.40 ± 4.66 |
56.81 ± 0.70 / 63.10 ± 0.35 |
67.46 ± 0.28 / 22.85 ± 0.60 |
52.94 ± 1.40 / 64.04 ± 1.18 |
41.65 ± 1.43 / 59.92 ± 0.88 |
17.57 ± 1.83 / 37.68 ± 1.55 |
58.61 ± 1.58 / 47.74 ± 2.83 |
60.40 ± 1.25 / 47.53 ± 2.68 |
41.36 ± 3.50 / 58.47 ± 3.79 |
65.33 ± 0.44 / 18.70 ± 0.55 |
6.52 ± 2.11 / 38.10 ± 2.56 |
3.95 ± 2.52 / 42.37 ± 4.20 |
38.93 ± 2.43 / 65.76 ± 3.07 |
23.32 ± 0.89 / 42.01 ± 0.76 |
22.30 ± 1.43 / 41.29 ± 1.19 |
50.85 ± 2.44 / 39.65 ± 3.83 |
74.17 ± 2.12 / 76.62 ± 1.83 |
7.51 ± 1.94 / 37.81 ± 1.76 |
57.32 ± 0.63 / 63.28 ± 0.71 |
65.20 ± 0.45 / 19.06 ± 0.15 |
23.92 ± 0.88 / 42.25 ± 0.73 |
17.67 ± 1.53 / 37.32 ± 1.20 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
11.0.0 |
11.0.0 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
meta-llama/Llama-2-13b-hf (few-shot) |
13016 |
32 |
4096 |
True |
2,898 ± 637 / 736 ± 236 |
2.91 |
2.84 |
3.24 |
2.64 |
41.28 ± 3.92 / 31.98 ± 3.26 |
23.01 ± 3.87 / 36.55 ± 6.42 |
23.50 ± 2.75 / 58.11 ± 3.45 |
60.29 ± 0.81 / 65.52 ± 0.58 |
66.28 ± 1.20 / 21.69 ± 1.21 |
50.30 ± 2.37 / 61.85 ± 1.93 |
56.24 ± 2.29 / 70.27 ± 1.64 |
15.43 ± 0.95 / 35.31 ± 0.71 |
51.12 ± 3.13 / 47.26 ± 2.62 |
55.35 ± 1.60 / 49.99 ± 2.21 |
23.75 ± 3.25 / 42.92 ± 4.45 |
64.56 ± 1.30 / 18.13 ± 1.51 |
14.00 ± 4.25 / 42.71 ± 5.83 |
7.61 ± 2.57 / 45.86 ± 3.96 |
49.24 ± 4.28 / 72.68 ± 3.66 |
23.60 ± 1.05 / 42.20 ± 0.80 |
16.55 ± 2.83 / 35.97 ± 1.94 |
54.52 ± 3.33 / 44.11 ± 5.29 |
78.45 ± 1.21 / 79.73 ± 0.97 |
21.55 ± 3.74 / 49.54 ± 4.41 |
59.71 ± 0.68 / 65.01 ± 0.64 |
64.59 ± 0.34 / 18.56 ± 0.39 |
25.51 ± 0.81 / 43.68 ± 0.60 |
14.97 ± 1.73 / 34.85 ± 1.34 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
google/gemma-2-2b-it (few-shot) |
2614 |
256 |
8193 |
True |
5,374 ± 1,233 / 1,193 ± 377 |
2.92 |
2.74 |
3.19 |
2.83 |
28.22 ± 1.66 / 19.95 ± 1.55 |
47.11 ± 1.36 / 63.36 ± 1.39 |
19.99 ± 1.86 / 58.86 ± 1.11 |
48.00 ± 0.98 / 58.49 ± 0.49 |
66.73 ± 1.01 / 21.91 ± 1.06 |
52.85 ± 1.36 / 63.72 ± 1.12 |
52.74 ± 1.77 / 68.55 ± 1.20 |
29.94 ± 1.28 / 47.03 ± 1.01 |
35.56 ± 1.33 / 28.84 ± 2.19 |
37.70 ± 3.04 / 30.22 ± 2.39 |
46.84 ± 2.20 / 63.22 ± 1.89 |
64.58 ± 0.33 / 17.00 ± 0.45 |
17.15 ± 2.01 / 55.59 ± 2.04 |
14.38 ± 1.96 / 54.95 ± 1.73 |
29.75 ± 1.52 / 63.79 ± 1.50 |
23.02 ± 1.05 / 41.85 ± 0.86 |
33.13 ± 1.06 / 49.47 ± 0.83 |
35.61 ± 2.19 / 26.05 ± 2.45 |
75.84 ± 1.41 / 77.22 ± 1.09 |
15.62 ± 1.67 / 51.30 ± 3.09 |
47.76 ± 0.92 / 58.65 ± 0.83 |
65.16 ± 0.13 / 18.88 ± 0.13 |
27.00 ± 0.89 / 44.95 ± 0.72 |
31.43 ± 1.21 / 47.99 ± 0.85 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
bineric/NorskGPT-Llama-7B-v0.1 (few-shot) |
6738 |
32 |
4096 |
False |
5,384 ± 879 / 1,746 ± 553 |
3.00 |
2.91 |
3.07 |
3.01 |
41.63 ± 2.33 / 28.51 ± 2.43 |
47.73 ± 1.52 / 60.64 ± 2.33 |
0.00 ± 0.00 / 33.41 ± 0.23 |
54.25 ± 0.85 / 61.70 ± 0.71 |
66.02 ± 0.52 / 19.78 ± 0.57 |
47.16 ± 1.82 / 59.60 ± 1.51 |
38.28 ± 1.21 / 58.13 ± 0.76 |
22.27 ± 1.19 / 41.07 ± 1.07 |
56.18 ± 3.05 / 49.39 ± 2.78 |
56.96 ± 1.64 / 48.30 ± 5.46 |
50.94 ± 1.41 / 66.55 ± 1.06 |
64.21 ± 0.23 / 15.54 ± 0.49 |
8.19 ± 1.95 / 45.17 ± 3.69 |
5.55 ± 1.71 / 48.92 ± 2.94 |
41.35 ± 2.33 / 69.72 ± 2.52 |
21.27 ± 1.03 / 40.69 ± 0.82 |
26.81 ± 1.72 / 44.27 ± 1.46 |
53.95 ± 1.89 / 42.16 ± 4.59 |
60.91 ± 2.35 / 59.47 ± 1.21 |
0.32 ± 0.62 / 33.39 ± 0.28 |
55.28 ± 0.62 / 63.41 ± 0.55 |
63.73 ± 0.18 / 15.64 ± 0.27 |
20.96 ± 0.77 / 40.70 ± 0.59 |
25.76 ± 1.39 / 43.71 ± 1.09 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.6.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
meta-llama/Llama-3.2-3B-Instruct (few-shot) |
3213 |
128 |
131073 |
False |
10,424 ± 2,641 / 2,081 ± 666 |
3.01 |
2.85 |
3.37 |
2.81 |
41.12 ± 3.39 / 32.50 ± 2.74 |
42.77 ± 2.76 / 54.70 ± 4.19 |
11.52 ± 3.01 / 49.37 ± 4.12 |
51.14 ± 1.03 / 60.18 ± 0.55 |
65.19 ± 0.78 / 18.34 ± 1.22 |
49.78 ± 1.52 / 62.29 ± 1.14 |
45.88 ± 2.43 / 63.96 ± 1.59 |
21.89 ± 1.77 / 41.16 ± 1.43 |
49.66 ± 1.79 / 39.31 ± 2.55 |
51.98 ± 1.55 / 42.48 ± 3.10 |
44.13 ± 2.80 / 60.09 ± 3.10 |
60.50 ± 0.73 / 10.91 ± 0.62 |
0.67 ± 1.18 / 33.81 ± 0.33 |
1.11 ± 0.93 / 33.03 ± 0.39 |
28.62 ± 4.16 / 56.91 ± 4.14 |
26.82 ± 1.08 / 45.32 ± 0.84 |
20.98 ± 1.40 / 40.34 ± 1.17 |
43.74 ± 2.58 / 34.37 ± 2.59 |
76.98 ± 1.31 / 71.38 ± 3.20 |
16.01 ± 2.24 / 51.83 ± 3.50 |
48.38 ± 1.78 / 57.83 ± 0.99 |
64.98 ± 0.47 / 17.53 ± 0.50 |
29.44 ± 0.61 / 47.21 ± 0.47 |
22.42 ± 1.89 / 41.45 ± 1.49 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.01 |
2.89 |
3.25 |
2.88 |
40.19 ± 2.55 / 29.73 ± 1.44 |
42.31 ± 1.55 / 59.29 ± 2.00 |
1.14 ± 1.22 / 33.83 ± 0.72 |
57.89 ± 1.16 / 63.95 ± 0.82 |
66.68 ± 0.81 / 22.38 ± 0.71 |
44.30 ± 2.46 / 57.00 ± 2.30 |
48.76 ± 2.39 / 65.51 ± 1.72 |
15.44 ± 1.66 / 35.82 ± 1.14 |
45.50 ± 2.71 / 40.02 ± 3.16 |
45.96 ± 2.67 / 41.28 ± 2.25 |
44.46 ± 3.40 / 62.00 ± 2.71 |
63.95 ± 0.42 / 16.91 ± 0.61 |
0.00 ± 0.00 / 33.41 ± 0.30 |
0.00 ± 0.00 / 33.86 ± 0.33 |
52.19 ± 2.88 / 74.97 ± 2.11 |
20.61 ± 1.27 / 39.79 ± 1.10 |
16.18 ± 1.88 / 36.19 ± 1.66 |
47.67 ± 2.81 / 36.91 ± 3.50 |
71.73 ± 2.40 / 74.97 ± 1.84 |
7.90 ± 3.20 / 41.24 ± 4.78 |
57.78 ± 0.79 / 64.48 ± 0.73 |
65.07 ± 0.34 / 19.59 ± 0.38 |
25.52 ± 1.30 / 43.68 ± 1.03 |
14.06 ± 1.68 / 35.12 ± 1.47 |
12.5.2 |
12.2.0 |
12.3.1 |
12.4.0 |
12.6.1 |
12.3.1 |
12.3.1 |
12.3.1 |
12.5.2 |
12.5.2 |
12.2.0 |
12.4.0 |
12.3.1 |
12.3.1 |
12.4.0 |
12.3.1 |
12.3.1 |
12.5.2 |
12.2.0 |
12.3.1 |
12.4.0 |
12.4.0 |
12.3.1 |
12.3.1 |
neph1/bellman-7b-mistral-instruct-v0.2 (few-shot) |
7242 |
32 |
32768 |
False |
2,518 ± 463 / 779 ± 243 |
3.03 |
2.76 |
3.40 |
2.94 |
46.11 ± 3.27 / 28.75 ± 2.13 |
47.58 ± 1.41 / 63.81 ± 1.28 |
18.41 ± 2.11 / 57.44 ± 2.11 |
52.78 ± 1.15 / 60.80 ± 0.59 |
65.65 ± 0.82 / 18.78 ± 0.80 |
41.77 ± 1.71 / 55.65 ± 1.27 |
35.86 ± 2.28 / 52.48 ± 1.70 |
11.59 ± 1.75 / 32.81 ± 1.55 |
57.01 ± 1.93 / 44.65 ± 2.87 |
56.77 ± 0.98 / 41.67 ± 3.53 |
38.81 ± 2.67 / 56.39 ± 3.13 |
62.13 ± 0.30 / 12.18 ± 0.45 |
14.16 ± 2.24 / 54.43 ± 2.61 |
9.29 ± 2.65 / 50.59 ± 3.99 |
32.75 ± 1.68 / 59.21 ± 2.11 |
17.08 ± 1.29 / 37.00 ± 1.04 |
10.52 ± 2.25 / 31.85 ± 1.79 |
54.38 ± 2.92 / 39.66 ± 5.20 |
55.84 ± 2.51 / 66.96 ± 1.37 |
16.05 ± 2.15 / 54.22 ± 2.86 |
53.22 ± 0.88 / 61.85 ± 0.63 |
64.90 ± 0.14 / 16.99 ± 0.20 |
22.36 ± 1.17 / 41.14 ± 0.78 |
12.52 ± 1.41 / 33.90 ± 1.11 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
9.2.0 |
9.2.0 |
12.4.0 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
12.4.0 |
9.2.0 |
9.2.0 |
mistralai/Mistral-7B-Instruct-v0.1 (few-shot) |
7242 |
32 |
32768 |
False |
634 ± 179 / 110 ± 35 |
3.04 |
2.89 |
3.28 |
2.95 |
37.93 ± 2.71 / 23.54 ± 1.99 |
44.49 ± 2.56 / 60.64 ± 3.00 |
14.09 ± 2.94 / 42.43 ± 3.30 |
51.38 ± 2.31 / 58.78 ± 1.27 |
65.80 ± 0.93 / 19.91 ± 1.41 |
45.07 ± 1.34 / 58.18 ± 1.03 |
35.36 ± 2.19 / 55.82 ± 1.48 |
14.85 ± 1.19 / 35.26 ± 1.24 |
50.08 ± 1.54 / 34.52 ± 1.17 |
51.27 ± 1.52 / 33.37 ± 2.37 |
43.65 ± 1.98 / 60.88 ± 1.36 |
62.39 ± 0.76 / 14.24 ± 0.81 |
14.09 ± 2.85 / 44.91 ± 3.95 |
8.28 ± 1.82 / 47.22 ± 3.72 |
37.23 ± 3.15 / 63.67 ± 2.98 |
20.44 ± 1.03 / 39.51 ± 0.72 |
15.87 ± 1.29 / 35.89 ± 1.06 |
45.01 ± 2.11 / 27.59 ± 3.35 |
73.33 ± 1.98 / 76.19 ± 1.59 |
11.59 ± 3.45 / 40.89 ± 4.15 |
52.12 ± 1.42 / 59.29 ± 1.17 |
63.10 ± 0.60 / 18.05 ± 0.36 |
24.03 ± 1.09 / 42.32 ± 0.70 |
15.37 ± 0.71 / 35.78 ± 0.69 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
9.3.1 |
9.3.1 |
12.4.0 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
12.4.0 |
9.3.1 |
9.3.1 |
meta-llama/Llama-3.2-3B (few-shot) |
3213 |
128 |
131073 |
True |
3,713 ± 877 / 836 ± 267 |
3.07 |
2.97 |
3.37 |
2.87 |
41.13 ± 2.85 / 27.15 ± 1.82 |
38.90 ± 1.93 / 44.34 ± 1.64 |
9.60 ± 2.51 / 44.34 ± 5.20 |
56.85 ± 1.27 / 62.25 ± 0.88 |
63.35 ± 0.50 / 15.11 ± 0.93 |
45.46 ± 1.79 / 57.79 ± 1.31 |
46.77 ± 2.98 / 64.61 ± 1.98 |
12.19 ± 0.97 / 33.27 ± 0.89 |
49.57 ± 2.20 / 37.13 ± 2.52 |
52.13 ± 3.94 / 38.26 ± 3.77 |
39.96 ± 2.25 / 58.34 ± 1.66 |
58.99 ± 1.85 / 11.04 ± 1.25 |
3.20 ± 3.84 / 37.62 ± 4.94 |
3.72 ± 3.66 / 38.51 ± 4.61 |
45.54 ± 3.50 / 68.67 ± 2.58 |
21.88 ± 1.21 / 40.31 ± 1.01 |
14.24 ± 1.99 / 33.82 ± 1.72 |
51.06 ± 2.85 / 31.63 ± 3.67 |
77.76 ± 1.09 / 67.88 ± 3.15 |
5.88 ± 3.89 / 38.51 ± 4.84 |
57.43 ± 1.04 / 62.93 ± 0.94 |
62.73 ± 0.74 / 17.61 ± 0.49 |
27.05 ± 1.14 / 44.68 ± 0.87 |
13.30 ± 1.20 / 33.89 ± 1.04 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.07 |
2.97 |
3.34 |
2.91 |
37.93 ± 3.09 / 29.50 ± 2.18 |
44.62 ± 1.98 / 62.62 ± 1.54 |
0.28 ± 0.54 / 33.48 ± 0.24 |
58.05 ± 1.02 / 62.89 ± 0.89 |
66.05 ± 1.13 / 21.82 ± 0.96 |
38.54 ± 1.47 / 53.57 ± 1.26 |
45.89 ± 3.00 / 63.14 ± 1.98 |
12.38 ± 1.99 / 33.54 ± 1.61 |
45.28 ± 3.06 / 41.73 ± 2.14 |
46.00 ± 4.26 / 42.96 ± 3.38 |
44.95 ± 3.19 / 61.88 ± 2.88 |
63.26 ± 1.07 / 16.04 ± 1.34 |
0.00 ± 0.00 / 33.41 ± 0.30 |
0.00 ± 0.00 / 33.86 ± 0.33 |
43.88 ± 4.07 / 66.65 ± 4.20 |
20.87 ± 1.54 / 39.98 ± 1.27 |
13.10 ± 2.04 / 34.20 ± 1.55 |
49.02 ± 3.23 / 41.69 ± 3.74 |
76.56 ± 1.52 / 78.16 ± 1.12 |
2.18 ± 2.34 / 36.26 ± 3.89 |
58.98 ± 0.95 / 63.65 ± 0.89 |
64.42 ± 0.45 / 18.79 ± 0.47 |
23.68 ± 1.41 / 42.15 ± 1.14 |
14.05 ± 1.60 / 34.81 ± 1.58 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.2.0 |
12.5.2 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.2.0 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.2.0 |
neuralmagic/Sparse-Llama-3.1-8B-2of4 (few-shot) |
8030 |
128 |
131072 |
True |
2,841 ± 509 / 865 ± 263 |
3.08 |
2.94 |
3.40 |
2.90 |
27.60 ± 3.21 / 25.68 ± 2.70 |
37.08 ± 2.51 / 54.37 ± 2.72 |
10.84 ± 2.11 / 49.05 ± 4.51 |
58.67 ± 0.97 / 63.61 ± 0.83 |
63.45 ± 1.07 / 17.77 ± 1.01 |
38.31 ± 1.15 / 53.54 ± 0.91 |
46.65 ± 1.64 / 63.48 ± 1.21 |
28.92 ± 3.15 / 44.79 ± 3.01 |
35.54 ± 2.35 / 35.62 ± 2.50 |
36.61 ± 1.95 / 37.38 ± 1.88 |
32.18 ± 6.27 / 50.19 ± 5.62 |
60.89 ± 1.28 / 14.01 ± 1.12 |
0.00 ± 0.00 / 33.25 ± 0.30 |
0.00 ± 0.00 / 32.79 ± 0.34 |
43.47 ± 3.30 / 68.45 ± 2.93 |
24.47 ± 1.07 / 42.42 ± 0.90 |
33.51 ± 2.81 / 48.18 ± 2.72 |
33.21 ± 2.39 / 32.18 ± 2.40 |
76.57 ± 0.92 / 76.28 ± 1.76 |
10.51 ± 3.79 / 49.04 ± 4.63 |
58.15 ± 1.06 / 63.06 ± 0.85 |
63.82 ± 0.35 / 18.33 ± 0.43 |
26.73 ± 0.72 / 44.29 ± 0.56 |
21.33 ± 4.54 / 37.89 ± 3.66 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
meta-llama/Llama-2-7b-chat-hf (few-shot) |
6738 |
32 |
4096 |
False |
2,643 ± 455 / 800 ± 247 |
3.18 |
2.96 |
3.48 |
3.09 |
35.44 ± 3.00 / 24.63 ± 1.65 |
44.88 ± 1.45 / 62.35 ± 1.33 |
9.74 ± 1.96 / 47.42 ± 4.19 |
55.04 ± 0.79 / 61.34 ± 0.81 |
66.15 ± 0.67 / 19.69 ± 0.94 |
32.17 ± 2.28 / 46.67 ± 1.92 |
35.74 ± 2.46 / 55.18 ± 1.81 |
11.32 ± 0.41 / 32.24 ± 0.79 |
44.99 ± 2.49 / 38.59 ± 2.84 |
49.09 ± 1.90 / 39.09 ± 4.02 |
41.56 ± 3.37 / 57.09 ± 3.80 |
63.59 ± 0.40 / 14.15 ± 0.70 |
3.04 ± 2.84 / 36.81 ± 2.42 |
4.03 ± 2.49 / 40.55 ± 4.14 |
33.77 ± 2.11 / 61.99 ± 2.34 |
14.81 ± 0.79 / 34.79 ± 0.63 |
12.69 ± 0.77 / 31.84 ± 1.05 |
39.72 ± 2.82 / 29.85 ± 2.99 |
66.18 ± 3.25 / 72.00 ± 1.75 |
6.74 ± 1.66 / 45.55 ± 4.31 |
54.05 ± 0.84 / 60.90 ± 0.82 |
65.92 ± 0.05 / 18.51 ± 0.18 |
17.73 ± 0.98 / 37.55 ± 0.69 |
12.85 ± 0.93 / 33.37 ± 0.90 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
9.3.1 |
9.3.1 |
12.4.0 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
12.4.0 |
9.3.1 |
9.3.1 |
google/gemma-7b-it (few-shot) |
8538 |
256 |
8192 |
False |
1,792 ± 249 / 668 ± 203 |
3.19 |
3.03 |
3.25 |
3.28 |
43.83 ± 1.93 / 34.03 ± 1.59 |
29.21 ± 1.92 / 52.86 ± 1.54 |
12.96 ± 1.67 / 55.83 ± 0.88 |
49.76 ± 0.59 / 56.52 ± 0.50 |
65.36 ± 1.08 / 19.65 ± 1.01 |
41.30 ± 1.79 / 54.09 ± 1.68 |
31.26 ± 2.75 / 52.68 ± 2.10 |
15.02 ± 1.01 / 34.38 ± 0.79 |
59.77 ± 2.77 / 56.12 ± 2.72 |
60.98 ± 2.01 / 57.99 ± 1.31 |
28.14 ± 1.90 / 49.76 ± 1.59 |
60.86 ± 1.60 / 13.66 ± 0.51 |
14.01 ± 2.15 / 56.43 ± 1.08 |
10.15 ± 1.06 / 54.56 ± 0.71 |
51.08 ± 2.83 / 74.34 ± 1.55 |
19.07 ± 1.42 / 37.82 ± 1.42 |
16.52 ± 1.25 / 35.24 ± 1.25 |
59.26 ± 2.00 / 52.73 ± 2.71 |
28.63 ± 1.24 / 50.95 ± 0.75 |
11.43 ± 1.88 / 53.31 ± 1.74 |
46.67 ± 1.97 / 53.24 ± 1.72 |
63.88 ± 0.30 / 18.58 ± 0.16 |
17.95 ± 1.18 / 36.41 ± 1.02 |
13.55 ± 1.32 / 33.39 ± 1.32 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.10.0 |
12.10.0 |
12.10.0 |
ibm-granite/granite-3.0-2b-instruct (few-shot) |
2634 |
49 |
4097 |
True |
10,194 ± 2,403 / 2,193 ± 731 |
3.19 |
3.08 |
3.38 |
3.12 |
41.79 ± 2.11 / 32.67 ± 2.33 |
41.86 ± 1.28 / 61.22 ± 0.99 |
11.86 ± 1.80 / 50.92 ± 3.93 |
51.97 ± 0.76 / 59.28 ± 0.61 |
64.86 ± 0.75 / 19.26 ± 0.79 |
29.55 ± 1.68 / 46.85 ± 1.40 |
26.20 ± 2.23 / 51.29 ± 1.34 |
3.64 ± 0.91 / 27.01 ± 0.69 |
52.68 ± 2.02 / 46.01 ± 1.94 |
53.17 ± 0.85 / 47.77 ± 2.12 |
39.87 ± 1.73 / 55.71 ± 2.40 |
62.24 ± 0.54 / 14.11 ± 0.65 |
12.08 ± 2.13 / 51.41 ± 4.09 |
7.18 ± 2.00 / 48.84 ± 3.17 |
36.00 ± 2.29 / 61.00 ± 2.15 |
15.78 ± 1.22 / 36.32 ± 0.86 |
9.98 ± 1.73 / 31.35 ± 1.65 |
45.23 ± 3.64 / 37.99 ± 4.03 |
72.76 ± 2.25 / 72.65 ± 2.38 |
11.25 ± 2.04 / 51.22 ± 3.26 |
52.22 ± 0.70 / 59.36 ± 0.78 |
61.56 ± 0.78 / 17.51 ± 0.44 |
18.14 ± 1.00 / 38.28 ± 0.77 |
6.77 ± 1.16 / 28.93 ± 0.94 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.19 |
3.09 |
3.40 |
3.07 |
48.44 ± 1.69 / 36.99 ± 1.77 |
39.07 ± 1.03 / 56.85 ± 1.91 |
9.72 ± 1.58 / 46.85 ± 3.66 |
51.18 ± 0.92 / 56.54 ± 0.69 |
63.93 ± 0.79 / 17.49 ± 0.73 |
33.11 ± 2.59 / 49.31 ± 2.03 |
18.96 ± 2.16 / 46.29 ± 1.39 |
9.03 ± 1.28 / 31.42 ± 1.04 |
68.40 ± 1.16 / 62.53 ± 1.69 |
65.15 ± 0.79 / 60.39 ± 2.11 |
42.00 ± 1.78 / 59.90 ± 1.22 |
61.27 ± 0.80 / 13.34 ± 0.66 |
5.20 ± 2.23 / 36.33 ± 1.30 |
3.32 ± 2.02 / 37.81 ± 3.26 |
37.51 ± 2.58 / 60.94 ± 3.06 |
12.42 ± 1.42 / 34.82 ± 0.98 |
8.32 ± 0.78 / 30.87 ± 0.75 |
59.77 ± 3.55 / 45.71 ± 4.91 |
74.45 ± 1.19 / 72.26 ± 0.89 |
3.97 ± 1.50 / 34.79 ± 0.80 |
50.18 ± 1.05 / 56.07 ± 0.89 |
62.61 ± 0.55 / 17.92 ± 0.33 |
14.34 ± 0.73 / 35.93 ± 0.55 |
7.40 ± 1.39 / 30.20 ± 1.23 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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-instruct (few-shot) |
7242 |
32 |
32768 |
False |
5,172 ± 813 / 1,647 ± 518 |
3.19 |
3.01 |
3.74 |
2.81 |
37.02 ± 5.66 / 27.64 ± 3.92 |
40.65 ± 2.10 / 57.47 ± 2.56 |
7.48 ± 2.51 / 46.56 ± 4.52 |
52.71 ± 0.70 / 59.07 ± 0.65 |
64.46 ± 0.75 / 14.29 ± 0.40 |
47.26 ± 2.07 / 60.38 ± 1.55 |
49.54 ± 1.64 / 66.15 ± 1.06 |
9.02 ± 1.22 / 30.79 ± 0.64 |
50.34 ± 3.17 / 45.09 ± 2.65 |
52.06 ± 2.41 / 46.88 ± 2.39 |
32.19 ± 2.52 / 43.19 ± 4.63 |
58.71 ± 4.08 / 11.81 ± 0.96 |
-0.22 ± 0.43 / 33.41 ± 0.30 |
0.00 ± 0.00 / 33.86 ± 0.33 |
20.57 ± 0.64 / 40.19 ± 1.13 |
22.27 ± 1.22 / 41.36 ± 0.93 |
11.71 ± 1.56 / 32.80 ± 1.22 |
46.74 ± 4.30 / 33.57 ± 4.51 |
77.06 ± 1.82 / 79.02 ± 1.37 |
14.00 ± 1.59 / 53.89 ± 3.10 |
56.74 ± 0.52 / 63.45 ± 0.49 |
62.56 ± 0.85 / 15.85 ± 0.34 |
30.87 ± 1.35 / 47.77 ± 1.01 |
15.79 ± 1.57 / 35.66 ± 0.84 |
12.5.2 |
12.3.2 |
12.3.2 |
12.4.0 |
12.6.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.2 |
12.4.0 |
12.3.2 |
12.3.2 |
12.4.0 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.4.0 |
12.4.0 |
12.3.2 |
12.3.2 |
01-ai/Yi-1.5-6B (few-shot) |
6061 |
64 |
4097 |
True |
2,867 ± 550 / 793 ± 253 |
3.20 |
3.28 |
3.43 |
2.89 |
35.21 ± 2.52 / 23.65 ± 2.52 |
12.73 ± 2.87 / 22.69 ± 1.80 |
4.75 ± 2.45 / 35.71 ± 3.01 |
55.95 ± 1.09 / 61.53 ± 0.75 |
64.28 ± 0.93 / 18.81 ± 0.83 |
46.17 ± 1.83 / 59.04 ± 1.44 |
36.46 ± 2.46 / 57.64 ± 1.59 |
18.01 ± 1.66 / 38.12 ± 1.37 |
46.02 ± 2.12 / 35.05 ± 2.84 |
48.72 ± 1.76 / 35.97 ± 2.78 |
27.86 ± 0.76 / 31.62 ± 0.80 |
60.92 ± 1.45 / 13.73 ± 1.28 |
2.41 ± 1.92 / 35.60 ± 2.65 |
2.50 ± 2.05 / 34.90 ± 1.27 |
44.70 ± 3.79 / 67.06 ± 2.85 |
23.93 ± 1.18 / 42.87 ± 0.91 |
22.39 ± 1.04 / 41.71 ± 0.79 |
45.55 ± 2.18 / 26.78 ± 3.65 |
70.71 ± 1.99 / 71.19 ± 1.14 |
4.83 ± 3.48 / 36.64 ± 2.95 |
55.25 ± 1.21 / 61.21 ± 0.89 |
63.18 ± 0.45 / 17.62 ± 0.51 |
26.05 ± 0.80 / 44.56 ± 0.62 |
27.09 ± 1.66 / 44.95 ± 1.30 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.20 |
3.03 |
3.45 |
3.12 |
41.37 ± 2.50 / 24.64 ± 2.50 |
42.60 ± 1.06 / 61.52 ± 0.75 |
6.52 ± 1.34 / 45.01 ± 2.64 |
50.57 ± 1.03 / 57.75 ± 0.64 |
64.55 ± 0.78 / 19.26 ± 0.48 |
38.64 ± 1.52 / 53.92 ± 1.16 |
42.12 ± 2.16 / 61.23 ± 1.46 |
13.66 ± 1.32 / 35.16 ± 1.02 |
56.33 ± 1.63 / 36.68 ± 3.27 |
54.68 ± 1.29 / 37.85 ± 3.79 |
37.18 ± 1.30 / 55.44 ± 1.46 |
61.44 ± 0.71 / 13.62 ± 0.60 |
6.76 ± 2.81 / 41.69 ± 2.82 |
6.79 ± 1.51 / 45.45 ± 3.51 |
30.11 ± 2.09 / 52.56 ± 2.38 |
15.54 ± 0.89 / 36.69 ± 0.67 |
17.55 ± 0.88 / 37.93 ± 0.71 |
46.15 ± 2.77 / 24.28 ± 3.74 |
67.17 ± 1.93 / 70.99 ± 1.64 |
5.30 ± 1.62 / 47.01 ± 3.23 |
51.12 ± 1.02 / 57.49 ± 0.81 |
59.20 ± 0.99 / 15.57 ± 0.62 |
21.33 ± 1.03 / 41.04 ± 0.78 |
16.12 ± 1.15 / 36.99 ± 0.85 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
emillykkejensen/Phi-3-mini-4k-instruct-dansk (few-shot) |
3821 |
32 |
4096 |
False |
1,360 ± 179 / 566 ± 190 |
3.22 |
2.99 |
3.51 |
3.16 |
39.96 ± 3.11 / 25.49 ± 2.71 |
44.93 ± 1.13 / 62.99 ± 0.87 |
4.01 ± 1.10 / 45.80 ± 2.61 |
55.01 ± 0.80 / 60.67 ± 0.59 |
65.29 ± 0.58 / 20.29 ± 0.54 |
35.28 ± 1.37 / 51.43 ± 1.04 |
41.62 ± 2.04 / 60.84 ± 1.39 |
11.81 ± 1.05 / 33.65 ± 0.84 |
56.41 ± 2.05 / 37.55 ± 3.57 |
53.95 ± 1.23 / 38.44 ± 4.85 |
42.27 ± 1.52 / 56.76 ± 2.10 |
60.58 ± 0.98 / 12.77 ± 0.70 |
0.00 ± 0.00 / 33.41 ± 0.30 |
0.21 ± 1.00 / 34.08 ± 0.56 |
29.35 ± 1.40 / 53.48 ± 2.01 |
18.57 ± 0.90 / 39.13 ± 0.69 |
13.36 ± 1.66 / 34.70 ± 1.32 |
47.81 ± 2.60 / 27.94 ± 5.79 |
68.43 ± 2.12 / 68.82 ± 2.65 |
3.63 ± 1.46 / 43.69 ± 4.56 |
53.03 ± 0.62 / 58.80 ± 0.59 |
56.14 ± 0.47 / 11.16 ± 0.37 |
23.29 ± 1.03 / 42.63 ± 0.76 |
12.06 ± 1.23 / 33.77 ± 0.99 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
Qwen/Qwen1.5-4B-Chat (few-shot) |
3950 |
152 |
32768 |
False |
4,347 ± 893 / 1,135 ± 365 |
3.23 |
3.05 |
3.51 |
3.14 |
35.96 ± 2.61 / 28.58 ± 2.58 |
42.04 ± 1.42 / 60.76 ± 1.41 |
8.65 ± 1.52 / 49.56 ± 3.60 |
53.68 ± 0.94 / 59.73 ± 0.86 |
63.22 ± 1.14 / 16.73 ± 1.50 |
37.79 ± 1.24 / 52.64 ± 0.99 |
29.62 ± 1.33 / 52.29 ± 1.02 |
16.87 ± 1.18 / 37.41 ± 0.90 |
44.83 ± 1.58 / 40.11 ± 2.00 |
46.29 ± 1.65 / 41.63 ± 3.45 |
32.70 ± 1.59 / 45.73 ± 2.82 |
60.53 ± 1.97 / 12.86 ± 1.03 |
3.57 ± 1.55 / 37.05 ± 2.34 |
1.61 ± 2.11 / 37.85 ± 3.99 |
42.55 ± 3.36 / 67.11 ± 2.50 |
17.00 ± 1.21 / 37.67 ± 0.96 |
16.18 ± 1.00 / 36.91 ± 0.64 |
40.19 ± 2.97 / 31.88 ± 4.51 |
64.08 ± 2.44 / 69.62 ± 1.29 |
5.43 ± 2.02 / 38.32 ± 2.54 |
53.21 ± 1.08 / 59.57 ± 0.97 |
61.90 ± 0.87 / 17.34 ± 0.52 |
20.95 ± 0.97 / 40.87 ± 0.76 |
16.59 ± 1.45 / 36.76 ± 1.20 |
12.5.2 |
10.0.1 |
12.1.0 |
12.5.2 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.1.0 |
12.1.0 |
12.5.2 |
10.0.1 |
12.1.0 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
meta-llama/Llama-2-7b-hf (few-shot) |
6738 |
32 |
4096 |
True |
930 ± 310 / 128 ± 43 |
3.23 |
3.15 |
3.54 |
3.00 |
31.77 ± 3.29 / 22.31 ± 2.29 |
43.91 ± 1.94 / 61.54 ± 2.33 |
0.31 ± 0.61 / 33.43 ± 0.23 |
58.44 ± 0.83 / 63.54 ± 0.66 |
65.50 ± 0.82 / 19.96 ± 0.95 |
20.18 ± 1.80 / 38.69 ± 1.57 |
35.69 ± 2.31 / 57.05 ± 1.60 |
7.93 ± 1.49 / 29.76 ± 0.92 |
42.13 ± 3.82 / 37.17 ± 3.44 |
43.80 ± 2.85 / 37.48 ± 4.00 |
41.74 ± 2.25 / 57.91 ± 2.82 |
62.30 ± 1.81 / 14.85 ± 1.88 |
0.00 ± 0.00 / 33.41 ± 0.30 |
0.02 ± 0.04 / 33.88 ± 0.35 |
44.19 ± 4.13 / 66.18 ± 4.05 |
14.48 ± 1.33 / 35.35 ± 0.94 |
6.49 ± 1.39 / 28.64 ± 0.96 |
44.11 ± 4.26 / 31.64 ± 4.48 |
79.05 ± 1.08 / 75.52 ± 2.66 |
7.34 ± 3.19 / 43.83 ± 5.31 |
57.49 ± 0.95 / 63.16 ± 0.77 |
64.63 ± 0.39 / 18.68 ± 0.39 |
15.65 ± 0.55 / 36.32 ± 0.55 |
8.74 ± 1.34 / 29.87 ± 1.40 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
11.0.0 |
9.2.0 |
9.2.0 |
12.5.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
12.0.0 |
9.2.0 |
9.2.0 |
ibm-granite/granite-8b-code-instruct-4k (few-shot) |
8055 |
49 |
4096 |
True |
5,617 ± 995 / 1,623 ± 540 |
3.24 |
3.15 |
3.44 |
3.14 |
45.90 ± 2.53 / 33.00 ± 1.93 |
37.11 ± 1.88 / 56.47 ± 1.59 |
11.70 ± 2.16 / 50.31 ± 3.91 |
50.11 ± 0.83 / 55.71 ± 0.49 |
63.86 ± 0.96 / 18.38 ± 0.71 |
32.44 ± 2.29 / 46.63 ± 2.29 |
7.46 ± 1.83 / 39.41 ± 1.17 |
5.62 ± 1.16 / 28.71 ± 0.79 |
66.91 ± 1.50 / 54.98 ± 2.20 |
62.82 ± 1.23 / 53.14 ± 3.17 |
40.71 ± 1.63 / 59.35 ± 1.58 |
60.59 ± 0.99 / 12.74 ± 0.82 |
9.50 ± 1.68 / 46.31 ± 3.06 |
6.74 ± 1.70 / 42.10 ± 4.67 |
32.83 ± 1.83 / 55.30 ± 2.35 |
11.35 ± 1.23 / 32.01 ± 0.91 |
6.21 ± 0.99 / 29.05 ± 0.80 |
52.85 ± 2.76 / 35.11 ± 3.66 |
73.93 ± 1.58 / 73.97 ± 1.19 |
8.27 ± 2.90 / 43.29 ± 4.82 |
48.49 ± 0.77 / 54.50 ± 0.73 |
60.98 ± 0.80 / 16.18 ± 0.48 |
13.69 ± 0.86 / 33.34 ± 0.46 |
5.68 ± 1.13 / 27.99 ± 1.11 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
01-ai/Yi-6B (few-shot) |
6061 |
64 |
4096 |
True |
6,435 ± 1,316 / 1,632 ± 549 |
3.26 |
3.42 |
3.41 |
2.94 |
35.08 ± 2.24 / 25.02 ± 2.03 |
4.00 ± 2.43 / 18.67 ± 0.94 |
3.68 ± 2.25 / 35.69 ± 1.87 |
55.09 ± 0.79 / 60.88 ± 0.55 |
64.15 ± 1.03 / 18.95 ± 0.93 |
34.07 ± 2.13 / 50.17 ± 1.60 |
33.75 ± 2.28 / 54.22 ± 1.75 |
13.61 ± 1.51 / 34.38 ± 1.20 |
43.44 ± 1.89 / 33.41 ± 2.21 |
46.33 ± 3.12 / 34.05 ± 2.27 |
38.96 ± 2.34 / 56.27 ± 3.65 |
61.98 ± 1.45 / 14.38 ± 1.20 |
0.75 ± 1.07 / 33.42 ± 0.29 |
1.04 ± 1.93 / 33.14 ± 0.66 |
40.28 ± 3.58 / 62.78 ± 3.34 |
23.14 ± 0.98 / 41.88 ± 0.80 |
16.50 ± 1.60 / 36.98 ± 1.27 |
46.69 ± 2.39 / 32.97 ± 4.57 |
75.39 ± 1.06 / 71.95 ± 1.42 |
2.91 ± 2.80 / 35.26 ± 2.12 |
54.95 ± 0.86 / 60.77 ± 0.75 |
62.70 ± 0.76 / 17.52 ± 0.40 |
25.28 ± 0.72 / 43.71 ± 0.56 |
19.20 ± 1.18 / 38.76 ± 0.96 |
9.3.2 |
10.0.0 |
10.0.0 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
10.0.0 |
12.0.0 |
10.0.0 |
10.0.0 |
12.5.1 |
10.0.1 |
10.0.1 |
9.3.2 |
10.0.0 |
10.0.0 |
12.5.1 |
12.0.0 |
10.0.1 |
10.0.1 |
merge-crew/da-sv-dare-ties-density-0.3 (few-shot, val) |
7242 |
32 |
32768 |
True |
2,461 ± 476 / 773 ± 248 |
3.26 |
3.10 |
3.57 |
3.10 |
30.16 ± 4.47 / 25.03 ± 3.01 |
48.49 ± 2.41 / 63.06 ± 1.91 |
5.52 ± 4.66 / 38.81 ± 4.27 |
52.44 ± 1.32 / 57.22 ± 1.44 |
64.24 ± 1.42 / 18.43 ± 1.20 |
43.57 ± 3.32 / 56.56 ± 2.69 |
35.60 ± 4.28 / 50.86 ± 3.49 |
6.76 ± 2.77 / 28.91 ± 2.38 |
35.98 ± 3.79 / 27.51 ± 2.13 |
47.39 ± 2.31 / 36.42 ± 2.87 |
38.98 ± 5.51 / 58.23 ± 4.01 |
61.99 ± 0.85 / 14.07 ± 0.75 |
11.54 ± 5.04 / 49.91 ± 3.96 |
5.20 ± 3.47 / 46.19 ± 5.23 |
37.54 ± 3.00 / 56.56 ± 2.96 |
10.40 ± 2.03 / 29.84 ± 1.34 |
2.52 ± 1.76 / 24.84 ± 1.48 |
32.37 ± 3.05 / 24.60 ± 3.81 |
75.33 ± 2.41 / 77.99 ± 2.58 |
12.73 ± 6.32 / 45.51 ± 7.43 |
53.05 ± 1.83 / 58.32 ± 1.46 |
64.74 ± 0.74 / 19.59 ± 0.87 |
15.60 ± 1.96 / 33.16 ± 1.77 |
9.81 ± 2.55 / 28.12 ± 2.70 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
NorwAI/NorwAI-Mistral-7B (few-shot) |
7537 |
68 |
4096 |
True |
3,035 ± 503 / 911 ± 300 |
3.27 |
3.05 |
3.53 |
3.24 |
21.47 ± 3.87 / 16.98 ± 3.19 |
48.39 ± 0.66 / 64.51 ± 1.38 |
12.46 ± 2.22 / 52.33 ± 3.21 |
52.51 ± 1.57 / 58.49 ± 1.58 |
66.53 ± 1.15 / 21.82 ± 1.03 |
36.65 ± 2.42 / 48.70 ± 2.50 |
49.97 ± 2.70 / 65.62 ± 1.94 |
5.64 ± 1.49 / 28.33 ± 0.91 |
21.09 ± 6.44 / 20.45 ± 2.65 |
26.31 ± 4.64 / 26.42 ± 2.98 |
49.00 ± 3.88 / 65.98 ± 2.95 |
63.87 ± 1.60 / 17.88 ± 1.49 |
7.15 ± 2.14 / 40.83 ± 3.95 |
7.98 ± 2.64 / 45.21 ± 4.95 |
47.70 ± 5.32 / 68.04 ± 5.37 |
5.83 ± 1.04 / 27.83 ± 1.08 |
5.39 ± 1.69 / 27.82 ± 1.56 |
23.88 ± 7.28 / 17.99 ± 3.56 |
80.26 ± 0.89 / 77.89 ± 0.89 |
13.50 ± 2.27 / 52.55 ± 2.86 |
55.02 ± 0.96 / 60.74 ± 0.89 |
64.78 ± 0.63 / 18.68 ± 0.51 |
6.62 ± 0.88 / 27.61 ± 0.74 |
2.66 ± 1.04 / 26.32 ± 0.72 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
AI-Sweden-Models/gpt-sw3-40b (few-shot) |
39927 |
64 |
2048 |
True |
409 ± 53 / 182 ± 54 |
3.30 |
3.07 |
3.66 |
3.17 |
26.57 ± 5.22 / 17.35 ± 2.79 |
47.81 ± 1.32 / 64.26 ± 1.28 |
11.13 ± 2.06 / 51.34 ± 3.02 |
53.78 ± 0.70 / 60.13 ± 0.69 |
66.21 ± 1.17 / 21.48 ± 1.27 |
33.48 ± 3.59 / 46.04 ± 3.05 |
29.86 ± 1.89 / 49.82 ± 1.71 |
6.67 ± 1.87 / 29.53 ± 1.25 |
24.07 ± 5.59 / 19.09 ± 2.55 |
26.67 ± 6.24 / 21.18 ± 2.80 |
31.05 ± 7.03 / 45.69 ± 8.29 |
61.58 ± 2.25 / 15.13 ± 2.44 |
10.80 ± 1.96 / 52.29 ± 2.55 |
8.89 ± 2.52 / 47.62 ± 4.31 |
48.78 ± 3.64 / 71.66 ± 3.34 |
6.67 ± 1.51 / 28.84 ± 1.19 |
6.25 ± 1.29 / 29.00 ± 1.15 |
32.00 ± 3.27 / 17.02 ± 2.03 |
80.44 ± 0.54 / 77.81 ± 1.18 |
10.73 ± 2.53 / 51.37 ± 4.05 |
53.80 ± 0.86 / 60.53 ± 0.78 |
65.16 ± 0.50 / 19.50 ± 0.58 |
8.35 ± 0.95 / 30.38 ± 0.80 |
5.74 ± 1.30 / 28.98 ± 1.13 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.1 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.1 |
12.9.1 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.1 |
12.9.1 |
12.9.1 |
tollefj/nordavind-7b-instruct-warm (few-shot) |
7248 |
33 |
2048 |
False |
6,450 ± 961 / 2,082 ± 658 |
3.34 |
3.13 |
3.61 |
3.29 |
38.39 ± 3.57 / 24.87 ± 2.52 |
49.44 ± 1.03 / 66.00 ± 0.88 |
7.50 ± 2.07 / 47.53 ± 4.03 |
51.24 ± 1.09 / 57.72 ± 0.98 |
66.09 ± 1.40 / 22.03 ± 1.26 |
3.53 ± 1.44 / 24.18 ± 1.19 |
12.86 ± 2.99 / 40.23 ± 2.31 |
1.29 ± 1.23 / 25.61 ± 0.84 |
38.82 ± 5.36 / 30.48 ± 1.91 |
43.28 ± 3.13 / 33.87 ± 3.30 |
38.05 ± 1.85 / 47.06 ± 3.97 |
64.04 ± 1.06 / 17.41 ± 1.19 |
8.45 ± 2.47 / 46.75 ± 3.97 |
7.50 ± 1.65 / 48.14 ± 4.65 |
40.47 ± 2.77 / 64.21 ± 2.94 |
2.60 ± 1.14 / 25.13 ± 0.64 |
3.83 ± 0.86 / 26.37 ± 0.88 |
47.24 ± 3.36 / 24.94 ± 3.21 |
77.91 ± 1.42 / 76.08 ± 2.54 |
5.55 ± 2.55 / 48.57 ± 3.21 |
51.41 ± 0.74 / 57.55 ± 0.69 |
61.11 ± 1.02 / 17.57 ± 0.33 |
1.49 ± 1.11 / 25.90 ± 0.71 |
3.97 ± 0.92 / 27.45 ± 0.68 |
12.5.2 |
12.3.2 |
12.3.2 |
12.4.0 |
12.6.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.2 |
12.4.0 |
12.3.2 |
12.3.2 |
12.4.0 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.4.0 |
12.4.0 |
12.3.2 |
12.3.2 |
ibm-granite/granite-3.0-2b-base (few-shot) |
2534 |
49 |
4097 |
True |
10,187 ± 2,363 / 2,204 ± 737 |
3.35 |
3.28 |
3.57 |
3.20 |
32.34 ± 3.77 / 24.48 ± 3.17 |
29.50 ± 3.63 / 42.61 ± 4.86 |
3.89 ± 1.49 / 37.29 ± 3.65 |
53.67 ± 0.84 / 59.15 ± 0.69 |
64.48 ± 0.83 / 19.25 ± 0.78 |
24.40 ± 2.55 / 42.44 ± 1.87 |
31.93 ± 1.90 / 54.43 ± 1.22 |
10.00 ± 1.73 / 32.31 ± 0.87 |
43.00 ± 2.81 / 35.39 ± 2.28 |
45.08 ± 0.83 / 38.16 ± 1.91 |
35.36 ± 2.31 / 54.88 ± 2.08 |
62.00 ± 0.62 / 14.22 ± 0.76 |
2.79 ± 1.92 / 41.90 ± 4.62 |
1.95 ± 2.02 / 38.91 ± 3.27 |
37.33 ± 3.11 / 59.74 ± 2.74 |
15.76 ± 1.18 / 36.68 ± 0.90 |
12.98 ± 1.32 / 34.07 ± 1.34 |
36.54 ± 2.70 / 28.79 ± 3.85 |
68.85 ± 5.19 / 70.02 ± 3.95 |
2.60 ± 2.58 / 40.21 ± 4.08 |
54.58 ± 0.89 / 59.78 ± 0.77 |
61.77 ± 1.85 / 17.01 ± 0.69 |
16.19 ± 1.01 / 37.23 ± 0.78 |
14.06 ± 1.52 / 34.80 ± 1.35 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
microsoft/Phi-3-mini-128k-instruct (few-shot) |
3821 |
32 |
131072 |
True |
7,312 ± 1,668 / 1,609 ± 525 |
3.35 |
3.34 |
3.50 |
3.21 |
4.51 ± 2.12 / 3.71 ± 1.76 |
40.85 ± 1.26 / 59.79 ± 1.32 |
5.43 ± 1.74 / 46.21 ± 4.13 |
51.76 ± 0.73 / 58.44 ± 0.54 |
64.64 ± 0.66 / 19.18 ± 0.74 |
37.45 ± 1.45 / 52.86 ± 1.15 |
36.39 ± 2.23 / 56.50 ± 1.51 |
17.42 ± 0.78 / 38.06 ± 0.55 |
52.18 ± 2.03 / 29.83 ± 3.23 |
50.53 ± 1.49 / 31.94 ± 4.20 |
33.30 ± 2.01 / 51.15 ± 2.93 |
60.69 ± 0.97 / 12.72 ± 0.74 |
2.63 ± 2.56 / 40.21 ± 3.98 |
4.00 ± 1.87 / 44.87 ± 3.17 |
37.08 ± 2.44 / 61.14 ± 2.01 |
17.34 ± 0.74 / 38.04 ± 0.55 |
17.43 ± 1.21 / 38.01 ± 0.91 |
42.36 ± 1.67 / 21.33 ± 2.90 |
51.53 ± 6.32 / 62.14 ± 3.43 |
3.11 ± 1.60 / 47.93 ± 2.93 |
51.11 ± 0.96 / 57.21 ± 0.95 |
59.28 ± 0.86 / 15.52 ± 0.64 |
22.99 ± 1.08 / 42.27 ± 0.81 |
20.19 ± 0.99 / 40.11 ± 0.71 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.10.0 |
12.10.0 |
12.10.0 |
12.9.1 |
12.9.1 |
12.9.1 |
12.10.0 |
12.9.1 |
12.9.1 |
12.9.1 |
12.10.0 |
12.10.0 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
12.10.0 |
12.10.0 |
12.10.0 |
norallm/normistral-7b-warm-instruct (few-shot) |
unknown |
33 |
2048 |
True |
6,194 ± 949 / 1,967 ± 619 |
3.35 |
3.18 |
3.56 |
3.30 |
39.83 ± 2.18 / 25.99 ± 1.56 |
47.48 ± 2.00 / 63.93 ± 1.86 |
4.55 ± 2.34 / 42.91 ± 4.05 |
49.23 ± 0.63 / 57.45 ± 0.53 |
66.17 ± 1.09 / 21.29 ± 0.90 |
10.83 ± 2.01 / 28.99 ± 1.32 |
14.66 ± 2.21 / 41.21 ± 0.84 |
2.71 ± 0.74 / 26.10 ± 0.82 |
46.49 ± 2.30 / 31.87 ± 1.92 |
51.46 ± 2.36 / 35.87 ± 2.14 |
37.98 ± 1.72 / 43.91 ± 2.51 |
64.52 ± 0.50 / 17.03 ± 1.00 |
7.86 ± 2.74 / 47.20 ± 2.71 |
7.23 ± 1.97 / 46.62 ± 3.92 |
33.31 ± 1.03 / 59.27 ± 1.53 |
5.22 ± 0.78 / 25.35 ± 0.57 |
9.32 ± 1.67 / 29.64 ± 1.49 |
51.45 ± 3.13 / 26.49 ± 3.00 |
63.64 ± 3.74 / 65.08 ± 2.46 |
5.80 ± 1.74 / 51.04 ± 1.54 |
48.95 ± 1.00 / 57.09 ± 0.92 |
62.18 ± 0.57 / 16.32 ± 0.33 |
4.88 ± 0.59 / 25.13 ± 0.54 |
4.63 ± 1.09 / 27.29 ± 1.02 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
allenai/OLMo-1.7-7B-hf (few-shot) |
6888 |
50 |
4096 |
True |
3,371 ± 876 / 561 ± 184 |
3.36 |
3.36 |
3.63 |
3.09 |
33.80 ± 2.66 / 25.32 ± 3.06 |
31.57 ± 2.65 / 46.48 ± 3.84 |
2.76 ± 1.76 / 44.96 ± 3.93 |
54.20 ± 1.63 / 59.50 ± 1.54 |
64.19 ± 1.01 / 17.67 ± 1.44 |
17.75 ± 1.41 / 35.70 ± 1.27 |
28.24 ± 2.88 / 52.50 ± 1.77 |
4.50 ± 0.85 / 27.33 ± 0.64 |
42.78 ± 1.09 / 37.34 ± 1.81 |
42.85 ± 1.93 / 37.34 ± 3.04 |
36.68 ± 2.11 / 46.78 ± 2.71 |
59.58 ± 1.88 / 12.71 ± 1.18 |
2.39 ± 1.54 / 43.99 ± 3.66 |
1.91 ± 1.37 / 44.20 ± 4.28 |
39.16 ± 2.56 / 62.28 ± 2.34 |
13.41 ± 0.92 / 33.01 ± 0.94 |
7.83 ± 1.64 / 29.50 ± 1.51 |
41.25 ± 2.07 / 32.87 ± 2.49 |
76.60 ± 0.98 / 64.63 ± 2.41 |
6.37 ± 2.08 / 49.55 ± 3.34 |
54.87 ± 0.64 / 61.35 ± 0.68 |
62.90 ± 0.52 / 17.15 ± 0.51 |
16.18 ± 0.78 / 34.88 ± 0.66 |
8.52 ± 1.90 / 29.96 ± 1.75 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
AI-Sweden-Models/gpt-sw3-20b (few-shot) |
20918 |
64 |
2048 |
True |
1,875 ± 673 / 261 ± 91 |
3.37 |
3.33 |
3.56 |
3.23 |
27.41 ± 3.48 / 19.03 ± 1.76 |
30.23 ± 3.43 / 41.05 ± 4.38 |
11.34 ± 2.73 / 46.62 ± 5.48 |
52.80 ± 0.68 / 59.56 ± 0.57 |
64.47 ± 1.21 / 18.39 ± 1.63 |
11.04 ± 2.43 / 29.26 ± 1.97 |
22.71 ± 2.48 / 46.50 ± 1.86 |
3.03 ± 1.08 / 26.49 ± 0.59 |
30.82 ± 5.81 / 25.27 ± 3.92 |
39.56 ± 4.73 / 32.12 ± 4.06 |
34.50 ± 1.29 / 42.21 ± 1.39 |
63.10 ± 1.12 / 16.05 ± 1.50 |
15.17 ± 1.41 / 49.46 ± 2.90 |
12.46 ± 3.29 / 48.89 ± 5.19 |
42.81 ± 3.10 / 66.15 ± 3.21 |
4.51 ± 1.00 / 27.45 ± 0.78 |
5.27 ± 1.29 / 28.47 ± 1.11 |
31.86 ± 5.09 / 21.95 ± 3.90 |
79.20 ± 1.03 / 79.87 ± 1.11 |
12.26 ± 1.97 / 46.90 ± 4.11 |
53.58 ± 0.97 / 60.28 ± 0.81 |
64.14 ± 0.46 / 18.76 ± 0.39 |
3.15 ± 0.80 / 27.43 ± 0.91 |
2.77 ± 1.26 / 26.43 ± 0.84 |
9.3.1 |
12.10.0 |
9.3.1 |
9.3.1 |
9.3.1 |
12.9.0 |
12.9.0 |
9.3.1 |
9.3.1 |
9.3.1 |
12.10.0 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.10.0 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
google/gemma-2-2b (few-shot) |
2614 |
256 |
8193 |
True |
5,235 ± 1,226 / 1,154 ± 366 |
3.37 |
3.22 |
3.72 |
3.17 |
17.29 ± 2.84 / 13.87 ± 2.03 |
34.94 ± 2.71 / 42.58 ± 3.24 |
6.39 ± 2.41 / 45.03 ± 4.32 |
54.94 ± 1.00 / 59.95 ± 1.03 |
64.82 ± 1.05 / 20.37 ± 1.06 |
48.07 ± 1.24 / 60.50 ± 0.88 |
45.03 ± 1.84 / 63.40 ± 1.23 |
9.10 ± 1.03 / 30.51 ± 1.01 |
20.47 ± 4.02 / 21.28 ± 2.58 |
24.18 ± 4.24 / 24.41 ± 3.40 |
32.61 ± 1.86 / 47.91 ± 2.11 |
60.17 ± 2.18 / 13.48 ± 1.53 |
3.22 ± 1.55 / 36.61 ± 2.49 |
3.91 ± 2.50 / 45.37 ± 4.56 |
41.16 ± 3.73 / 63.31 ± 3.73 |
19.03 ± 1.65 / 38.84 ± 1.33 |
7.35 ± 1.61 / 28.89 ± 1.54 |
30.45 ± 3.49 / 23.98 ± 3.18 |
76.36 ± 1.10 / 65.98 ± 2.36 |
6.06 ± 2.07 / 49.80 ± 2.71 |
55.19 ± 0.71 / 60.59 ± 0.61 |
63.12 ± 0.69 / 17.92 ± 0.39 |
20.80 ± 0.90 / 40.36 ± 0.78 |
6.24 ± 1.13 / 28.87 ± 1.03 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
TrustLLMeu/baseline-7-8b_1t-tokens_llama (few-shot) |
7800 |
100 |
4096 |
True |
6,197 ± 1,118 / 1,730 ± 577 |
3.38 |
3.22 |
3.68 |
3.25 |
34.25 ± 2.28 / 30.39 ± 2.14 |
45.67 ± 2.41 / 58.41 ± 3.04 |
10.62 ± 2.37 / 53.20 ± 3.73 |
50.77 ± 2.48 / 56.92 ± 2.42 |
65.67 ± 1.05 / 19.97 ± 0.93 |
2.31 ± 1.92 / 24.65 ± 1.65 |
10.57 ± 2.47 / 40.33 ± 1.67 |
0.64 ± 1.55 / 25.40 ± 0.77 |
42.77 ± 2.42 / 40.31 ± 2.34 |
45.69 ± 3.69 / 43.11 ± 3.62 |
37.79 ± 2.38 / 56.41 ± 2.91 |
61.05 ± 1.44 / 13.39 ± 1.24 |
8.77 ± 1.96 / 49.11 ± 4.22 |
8.47 ± 3.16 / 49.65 ± 4.39 |
44.24 ± 4.15 / 65.11 ± 3.79 |
-1.34 ± 1.57 / 22.60 ± 0.91 |
-0.94 ± 1.03 / 24.17 ± 0.64 |
42.87 ± 3.17 / 40.34 ± 2.52 |
79.18 ± 0.46 / 76.66 ± 1.44 |
8.65 ± 1.60 / 46.95 ± 3.15 |
51.56 ± 0.79 / 57.58 ± 0.79 |
64.66 ± 0.41 / 18.04 ± 0.38 |
2.37 ± 1.04 / 24.51 ± 0.95 |
0.17 ± 0.83 / 25.26 ± 0.69 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
NorwAI/NorwAI-Llama2-7B (few-shot) |
7033 |
68 |
4096 |
True |
4,438 ± 1,128 / 1,028 ± 346 |
3.39 |
3.22 |
3.63 |
3.33 |
16.72 ± 2.23 / 15.96 ± 2.08 |
45.89 ± 2.13 / 63.12 ± 1.98 |
11.25 ± 2.33 / 51.88 ± 2.35 |
53.17 ± 0.79 / 59.30 ± 0.66 |
66.51 ± 1.29 / 22.13 ± 1.19 |
14.84 ± 2.11 / 33.02 ± 1.92 |
27.95 ± 3.54 / 48.55 ± 2.35 |
2.41 ± 1.06 / 26.59 ± 0.72 |
31.45 ± 1.64 / 31.64 ± 1.89 |
33.85 ± 1.95 / 34.29 ± 1.91 |
36.06 ± 3.96 / 52.59 ± 4.67 |
63.06 ± 2.34 / 17.34 ± 1.88 |
8.34 ± 2.97 / 45.11 ± 4.57 |
6.84 ± 3.88 / 45.28 ± 5.45 |
48.31 ± 4.22 / 69.39 ± 4.10 |
3.28 ± 1.19 / 25.97 ± 1.25 |
1.87 ± 1.03 / 26.44 ± 0.71 |
24.98 ± 2.04 / 25.50 ± 1.92 |
79.36 ± 1.35 / 76.34 ± 3.44 |
5.75 ± 2.23 / 41.27 ± 4.75 |
54.74 ± 0.84 / 60.74 ± 0.65 |
64.60 ± 1.09 / 18.36 ± 0.56 |
3.83 ± 1.03 / 26.46 ± 0.77 |
4.40 ± 1.42 / 28.14 ± 1.05 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
Qwen/Qwen1.5-4B (few-shot) |
3950 |
152 |
32768 |
True |
3,248 ± 739 / 761 ± 252 |
3.48 |
3.15 |
3.65 |
3.65 |
32.28 ± 3.16 / 23.24 ± 3.51 |
39.62 ± 2.39 / 56.09 ± 2.89 |
5.38 ± 2.18 / 36.31 ± 1.96 |
54.16 ± 0.89 / 60.63 ± 0.75 |
62.74 ± 1.62 / 16.48 ± 1.77 |
37.49 ± 1.84 / 51.62 ± 1.43 |
29.21 ± 3.46 / 52.40 ± 2.50 |
15.58 ± 1.48 / 36.33 ± 1.08 |
32.12 ± 5.17 / 32.01 ± 2.80 |
36.86 ± 3.53 / 35.46 ± 3.07 |
36.97 ± 1.94 / 55.08 ± 2.30 |
57.64 ± 2.16 / 11.53 ± 1.29 |
5.27 ± 3.31 / 40.91 ± 5.24 |
1.40 ± 1.87 / 33.64 ± 0.74 |
40.00 ± 2.26 / 62.87 ± 1.60 |
16.50 ± 1.40 / 36.63 ± 1.17 |
13.27 ± 2.02 / 34.42 ± 1.54 |
37.26 ± 4.28 / 29.89 ± 5.96 |
5.20 ± 7.35 / 30.65 ± 4.97 |
1.85 ± 1.54 / 33.71 ± 0.46 |
54.15 ± 0.58 / 60.15 ± 0.59 |
58.24 ± 1.76 / 16.02 ± 0.88 |
22.04 ± 0.60 / 41.36 ± 0.54 |
14.76 ± 1.28 / 35.27 ± 1.32 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
9.3.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
ibm-granite/granite-3.0-3b-a800m-instruct (few-shot) |
3374 |
49 |
4096 |
True |
10,246 ± 3,021 / 1,629 ± 550 |
3.48 |
3.38 |
3.77 |
3.28 |
37.37 ± 2.46 / 26.81 ± 2.24 |
31.44 ± 1.82 / 48.96 ± 2.35 |
5.27 ± 2.40 / 40.63 ± 4.68 |
48.41 ± 1.10 / 55.05 ± 0.97 |
63.82 ± 0.97 / 18.09 ± 0.88 |
18.25 ± 1.54 / 38.38 ± 1.12 |
19.54 ± 2.59 / 46.35 ± 1.91 |
2.64 ± 1.03 / 26.88 ± 0.77 |
44.89 ± 2.26 / 34.93 ± 2.45 |
48.08 ± 1.68 / 34.39 ± 2.61 |
32.29 ± 1.15 / 51.91 ± 2.66 |
59.77 ± 0.91 / 11.96 ± 0.65 |
7.49 ± 1.65 / 47.79 ± 3.81 |
4.65 ± 1.91 / 45.75 ± 5.13 |
26.37 ± 1.51 / 47.59 ± 2.41 |
11.54 ± 1.37 / 32.89 ± 1.10 |
3.42 ± 1.93 / 26.93 ± 1.47 |
40.68 ± 2.32 / 24.33 ± 2.43 |
68.96 ± 2.04 / 72.76 ± 1.25 |
4.77 ± 1.97 / 43.64 ± 5.60 |
49.73 ± 0.76 / 56.63 ± 0.69 |
60.93 ± 0.49 / 14.76 ± 0.77 |
13.55 ± 1.27 / 34.97 ± 0.99 |
5.27 ± 1.49 / 27.92 ± 1.10 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
LumiOpen/Viking-33B@1000B (few-shot) |
33119 |
131 |
4099 |
True |
2,080 ± 700 / 331 ± 117 |
3.49 |
3.30 |
3.83 |
3.34 |
34.22 ± 2.47 / 22.52 ± 1.93 |
45.05 ± 2.49 / 62.23 ± 1.84 |
9.40 ± 2.63 / 44.83 ± 4.69 |
54.92 ± 1.00 / 60.33 ± 0.76 |
62.78 ± 0.97 / 15.36 ± 1.96 |
0.43 ± 1.04 / 24.15 ± 0.82 |
4.81 ± 3.43 / 36.58 ± 2.02 |
1.77 ± 0.76 / 26.00 ± 0.65 |
40.40 ± 2.29 / 30.41 ± 2.07 |
44.45 ± 3.61 / 34.06 ± 3.27 |
40.79 ± 1.70 / 57.84 ± 2.77 |
56.55 ± 1.85 / 9.81 ± 1.29 |
5.91 ± 2.51 / 47.81 ± 3.76 |
2.98 ± 2.86 / 45.49 ± 4.59 |
37.75 ± 3.23 / 59.72 ± 3.03 |
1.16 ± 0.75 / 23.71 ± 0.76 |
-0.29 ± 1.00 / 24.91 ± 0.66 |
42.35 ± 1.51 / 28.31 ± 3.87 |
77.68 ± 1.11 / 78.86 ± 0.93 |
8.08 ± 1.69 / 50.52 ± 2.25 |
54.57 ± 1.25 / 60.34 ± 1.10 |
58.30 ± 1.94 / 14.29 ± 0.83 |
1.73 ± 1.04 / 24.98 ± 0.69 |
-0.32 ± 1.25 / 25.53 ± 0.82 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
AI-Sweden-Models/gpt-sw3-6.7b-v2 (few-shot) |
7111 |
64 |
2048 |
True |
2,351 ± 448 / 707 ± 216 |
3.53 |
3.54 |
3.70 |
3.36 |
20.84 ± 2.40 / 16.93 ± 1.98 |
18.07 ± 3.41 / 27.21 ± 2.91 |
10.54 ± 2.38 / 48.37 ± 3.58 |
51.22 ± 0.94 / 57.23 ± 0.68 |
65.15 ± 1.16 / 18.96 ± 1.15 |
6.34 ± 2.61 / 28.14 ± 1.77 |
18.00 ± 3.09 / 45.08 ± 1.79 |
5.57 ± 0.93 / 28.66 ± 0.66 |
29.62 ± 4.17 / 24.40 ± 2.42 |
32.30 ± 5.27 / 29.23 ± 3.22 |
34.67 ± 5.23 / 54.62 ± 5.71 |
61.61 ± 2.04 / 14.34 ± 1.84 |
8.37 ± 1.71 / 48.94 ± 2.72 |
7.76 ± 2.86 / 46.16 ± 4.77 |
44.62 ± 3.31 / 67.57 ± 3.03 |
3.03 ± 1.30 / 25.60 ± 0.86 |
5.57 ± 1.19 / 27.61 ± 0.93 |
28.73 ± 3.63 / 20.43 ± 3.72 |
77.47 ± 1.36 / 78.60 ± 1.25 |
8.78 ± 2.01 / 42.28 ± 3.17 |
50.57 ± 0.94 / 56.51 ± 0.79 |
62.41 ± 0.85 / 16.45 ± 0.64 |
5.23 ± 1.02 / 28.63 ± 0.82 |
5.39 ± 0.81 / 28.86 ± 0.60 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
11.0.0 |
9.2.0 |
9.2.0 |
12.5.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
11.0.0 |
9.2.0 |
9.2.0 |
norallm/normistral-7b-warm (few-shot) |
7248 |
33 |
2048 |
True |
3,175 ± 456 / 1,186 ± 354 |
3.53 |
3.39 |
3.81 |
3.39 |
37.80 ± 2.75 / 24.74 ± 2.30 |
40.51 ± 1.75 / 55.84 ± 2.46 |
3.35 ± 1.84 / 44.60 ± 4.67 |
49.08 ± 1.74 / 55.58 ± 1.57 |
65.81 ± 1.29 / 21.55 ± 1.19 |
-0.90 ± 1.63 / 23.10 ± 1.16 |
3.61 ± 2.89 / 35.10 ± 1.82 |
0.40 ± 1.28 / 25.12 ± 0.72 |
42.29 ± 4.36 / 31.45 ± 1.88 |
46.29 ± 3.44 / 35.99 ± 4.20 |
27.05 ± 3.33 / 45.30 ± 3.46 |
62.81 ± 1.69 / 17.08 ± 1.49 |
1.63 ± 2.58 / 38.29 ± 4.05 |
2.57 ± 1.78 / 40.92 ± 4.00 |
39.18 ± 2.84 / 61.85 ± 3.07 |
1.50 ± 0.72 / 23.00 ± 0.61 |
-0.05 ± 1.05 / 25.00 ± 0.83 |
48.78 ± 5.08 / 26.81 ± 3.42 |
76.09 ± 1.23 / 74.78 ± 1.97 |
2.53 ± 2.80 / 47.37 ± 2.29 |
48.93 ± 0.97 / 55.09 ± 0.85 |
57.49 ± 2.27 / 16.17 ± 0.78 |
1.28 ± 1.28 / 23.12 ± 0.63 |
1.27 ± 0.61 / 25.74 ± 0.70 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
12.6.1 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
MaLA-LM/emma-500-llama2-7b (few-shot) |
6738 |
32 |
4096 |
True |
6,275 ± 1,193 / 1,755 ± 578 |
3.57 |
3.59 |
3.84 |
3.29 |
28.18 ± 3.39 / 24.25 ± 3.30 |
29.32 ± 7.19 / 41.08 ± 8.29 |
2.90 ± 2.18 / 37.93 ± 4.98 |
56.48 ± 1.11 / 62.92 ± 0.96 |
53.81 ± 1.18 / 9.42 ± 0.33 |
27.86 ± 1.78 / 43.42 ± 1.51 |
34.62 ± 2.93 / 55.21 ± 2.08 |
4.73 ± 0.61 / 27.77 ± 0.53 |
36.96 ± 3.10 / 34.68 ± 3.19 |
39.38 ± 3.30 / 37.06 ± 3.49 |
32.67 ± 2.52 / 44.37 ± 3.06 |
51.44 ± 1.23 / 8.37 ± 0.51 |
2.18 ± 2.36 / 38.05 ± 3.18 |
5.33 ± 2.97 / 44.30 ± 4.99 |
45.23 ± 5.03 / 67.75 ± 4.41 |
9.35 ± 1.27 / 30.22 ± 0.88 |
4.85 ± 0.63 / 27.55 ± 0.65 |
41.49 ± 2.82 / 38.09 ± 2.86 |
75.64 ± 1.51 / 76.06 ± 1.42 |
0.66 ± 1.97 / 33.73 ± 0.54 |
57.48 ± 0.54 / 63.85 ± 0.46 |
55.94 ± 1.10 / 13.29 ± 0.34 |
10.56 ± 1.14 / 31.45 ± 0.92 |
5.03 ± 1.36 / 28.41 ± 0.76 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.58 |
3.60 |
3.65 |
3.50 |
15.35 ± 1.38 / 14.74 ± 1.30 |
2.85 ± 1.54 / 18.05 ± 0.23 |
10.99 ± 2.52 / 54.07 ± 1.93 |
50.51 ± 0.90 / 58.22 ± 0.76 |
66.38 ± 1.07 / 21.48 ± 1.21 |
30.90 ± 3.84 / 43.86 ± 4.18 |
16.81 ± 3.84 / 42.03 ± 2.42 |
11.08 ± 1.35 / 32.13 ± 1.04 |
24.67 ± 1.69 / 24.58 ± 1.95 |
29.03 ± 2.12 / 29.83 ± 2.15 |
34.39 ± 5.34 / 50.45 ± 6.08 |
64.07 ± 0.86 / 17.41 ± 0.90 |
2.42 ± 1.83 / 35.49 ± 2.63 |
5.11 ± 2.68 / 38.37 ± 3.31 |
42.52 ± 2.05 / 68.98 ± 2.23 |
6.89 ± 1.56 / 27.44 ± 1.06 |
12.81 ± 0.66 / 32.38 ± 0.61 |
14.58 ± 1.30 / 14.79 ± 1.27 |
56.60 ± 3.37 / 62.73 ± 3.61 |
10.92 ± 1.83 / 52.63 ± 2.98 |
50.18 ± 0.54 / 57.90 ± 0.53 |
64.89 ± 0.15 / 18.79 ± 0.22 |
6.16 ± 0.81 / 28.35 ± 0.97 |
10.90 ± 0.86 / 32.01 ± 0.54 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
9.2.0 |
9.2.0 |
12.4.0 |
9.2.0 |
9.3.1 |
9.2.0 |
9.2.0 |
9.2.0 |
12.4.0 |
12.4.0 |
9.2.0 |
9.3.1 |
LumiOpen/Viking-13B (few-shot) |
14030 |
131 |
4097 |
True |
840 ± 79 / 400 ± 124 |
3.62 |
3.38 |
4.05 |
3.43 |
28.60 ± 4.69 / 20.29 ± 3.37 |
48.71 ± 1.27 / 60.90 ± 2.95 |
2.30 ± 1.34 / 37.21 ± 2.50 |
53.85 ± 1.73 / 58.96 ± 1.67 |
64.05 ± 0.93 / 16.99 ± 1.44 |
0.55 ± 0.59 / 24.15 ± 0.73 |
0.00 ± 2.29 / 35.66 ± 1.43 |
0.36 ± 1.09 / 25.24 ± 0.60 |
26.76 ± 6.99 / 23.69 ± 3.73 |
35.38 ± 5.87 / 27.52 ± 3.45 |
29.22 ± 2.89 / 39.25 ± 1.86 |
56.69 ± 2.08 / 8.56 ± 1.22 |
2.58 ± 2.68 / 36.11 ± 2.42 |
2.79 ± 1.44 / 36.17 ± 1.51 |
34.41 ± 3.68 / 53.61 ± 4.28 |
-0.56 ± 0.87 / 21.99 ± 0.62 |
-0.43 ± 1.02 / 24.54 ± 0.89 |
31.55 ± 4.67 / 18.37 ± 2.73 |
78.66 ± 1.03 / 78.34 ± 1.13 |
5.69 ± 2.24 / 44.98 ± 3.55 |
52.93 ± 1.30 / 57.87 ± 1.27 |
60.05 ± 1.20 / 13.94 ± 0.43 |
1.32 ± 1.02 / 23.28 ± 0.65 |
0.35 ± 0.66 / 25.33 ± 0.66 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
meta-llama/Llama-3.2-1B-Instruct (few-shot) |
1236 |
128 |
131073 |
False |
7,436 ± 1,846 / 1,508 ± 479 |
3.62 |
3.47 |
3.96 |
3.42 |
35.45 ± 2.41 / 30.39 ± 1.72 |
36.94 ± 1.08 / 49.24 ± 1.41 |
1.12 ± 2.21 / 44.63 ± 2.92 |
44.61 ± 0.84 / 53.34 ± 0.63 |
61.33 ± 1.47 / 15.38 ± 1.23 |
27.14 ± 1.18 / 43.89 ± 1.09 |
18.57 ± 1.82 / 46.35 ± 1.18 |
3.16 ± 0.85 / 26.86 ± 0.87 |
44.66 ± 0.68 / 41.13 ± 2.11 |
47.78 ± 1.22 / 44.30 ± 1.57 |
27.43 ± 1.89 / 42.83 ± 3.08 |
57.67 ± 1.45 / 10.42 ± 1.07 |
0.07 ± 1.51 / 34.07 ± 0.78 |
1.14 ± 1.23 / 33.17 ± 0.47 |
18.00 ± 3.56 / 39.37 ± 4.69 |
11.67 ± 1.20 / 33.08 ± 0.94 |
3.53 ± 1.01 / 26.63 ± 0.86 |
41.60 ± 2.74 / 37.22 ± 3.26 |
71.86 ± 2.01 / 71.15 ± 2.16 |
3.72 ± 1.40 / 48.04 ± 1.96 |
43.57 ± 1.35 / 52.90 ± 1.42 |
56.69 ± 0.79 / 13.27 ± 0.37 |
14.64 ± 0.91 / 35.56 ± 0.80 |
3.10 ± 0.87 / 26.60 ± 0.68 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.65 |
3.45 |
4.00 |
3.51 |
19.97 ± 3.91 / 16.51 ± 3.20 |
40.21 ± 1.00 / 46.73 ± 1.82 |
2.27 ± 2.39 / 38.71 ± 4.03 |
50.55 ± 1.22 / 56.27 ± 1.09 |
63.07 ± 1.07 / 16.98 ± 0.98 |
15.04 ± 1.21 / 35.51 ± 0.80 |
30.63 ± 3.36 / 50.02 ± 2.13 |
4.90 ± 0.95 / 28.18 ± 0.88 |
15.53 ± 5.69 / 15.49 ± 5.08 |
19.78 ± 4.54 / 18.86 ± 4.22 |
32.89 ± 1.65 / 42.58 ± 3.16 |
57.65 ± 2.16 / 10.13 ± 1.30 |
1.18 ± 1.00 / 33.34 ± 0.26 |
0.00 ± 0.00 / 32.79 ± 0.34 |
33.33 ± 3.73 / 53.15 ± 4.42 |
11.27 ± 1.41 / 32.73 ± 1.25 |
5.10 ± 1.44 / 28.63 ± 1.05 |
14.67 ± 4.71 / 14.85 ± 3.77 |
75.45 ± 1.10 / 64.08 ± 1.47 |
3.82 ± 1.23 / 44.81 ± 3.55 |
51.73 ± 0.88 / 57.35 ± 0.82 |
59.72 ± 1.46 / 15.26 ± 0.64 |
10.98 ± 0.98 / 31.92 ± 0.80 |
4.24 ± 0.47 / 27.53 ± 0.44 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
ibm-granite/granite-3.0-3b-a800m-base (few-shot) |
3374 |
49 |
4096 |
True |
10,504 ± 3,028 / 1,678 ± 559 |
3.67 |
3.68 |
3.88 |
3.46 |
31.80 ± 2.87 / 23.06 ± 2.09 |
6.85 ± 2.25 / 19.42 ± 0.91 |
0.97 ± 1.10 / 36.48 ± 3.91 |
49.83 ± 1.73 / 55.19 ± 1.84 |
63.43 ± 0.90 / 16.85 ± 1.02 |
15.97 ± 1.54 / 36.37 ± 1.08 |
17.19 ± 2.72 / 45.23 ± 1.84 |
3.07 ± 0.91 / 27.05 ± 0.83 |
40.08 ± 2.60 / 33.17 ± 1.81 |
43.96 ± 1.65 / 32.96 ± 2.24 |
31.90 ± 1.50 / 53.03 ± 1.81 |
59.98 ± 1.54 / 11.97 ± 1.13 |
-0.07 ± 0.97 / 35.01 ± 1.42 |
1.27 ± 2.35 / 38.10 ± 4.51 |
23.32 ± 2.39 / 43.13 ± 3.33 |
11.78 ± 1.09 / 33.75 ± 0.93 |
5.48 ± 1.23 / 28.09 ± 1.29 |
36.01 ± 3.07 / 24.61 ± 4.22 |
57.18 ± 5.33 / 62.72 ± 5.30 |
1.52 ± 2.14 / 38.30 ± 3.62 |
51.04 ± 0.95 / 56.97 ± 0.96 |
58.57 ± 0.73 / 15.09 ± 0.29 |
13.42 ± 0.96 / 34.81 ± 0.72 |
7.33 ± 1.70 / 29.31 ± 1.45 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.67 |
3.53 |
3.86 |
3.62 |
37.21 ± 2.75 / 27.74 ± 2.59 |
31.54 ± 2.39 / 50.61 ± 2.88 |
6.30 ± 1.61 / 49.09 ± 2.54 |
44.86 ± 0.80 / 51.51 ± 0.91 |
61.56 ± 0.49 / 13.64 ± 0.97 |
17.92 ± 1.52 / 37.22 ± 1.29 |
10.79 ± 2.32 / 40.86 ± 1.85 |
1.70 ± 1.10 / 26.14 ± 0.76 |
53.78 ± 2.43 / 49.41 ± 2.56 |
55.14 ± 1.27 / 51.07 ± 1.78 |
26.21 ± 1.63 / 43.33 ± 1.46 |
57.11 ± 1.08 / 10.81 ± 0.52 |
3.90 ± 1.45 / 43.86 ± 4.21 |
2.42 ± 1.39 / 41.58 ± 3.89 |
24.86 ± 1.34 / 45.77 ± 1.85 |
10.36 ± 1.15 / 29.64 ± 1.06 |
5.85 ± 1.57 / 27.84 ± 1.21 |
50.10 ± 4.30 / 42.80 ± 5.47 |
65.67 ± 3.92 / 64.00 ± 3.84 |
4.55 ± 2.18 / 45.11 ± 4.32 |
42.83 ± 1.02 / 49.35 ± 1.09 |
45.16 ± 0.70 / 11.84 ± 0.27 |
7.58 ± 0.88 / 28.54 ± 0.85 |
3.79 ± 0.85 / 27.39 ± 0.57 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
utter-project/EuroLLM-1.7B-Instruct (few-shot) |
1657 |
128 |
4096 |
True |
15,009 ± 4,072 / 2,702 ± 878 |
3.67 |
3.52 |
3.99 |
3.51 |
19.61 ± 2.68 / 17.44 ± 2.64 |
37.92 ± 1.74 / 46.23 ± 1.91 |
2.81 ± 1.13 / 38.15 ± 2.81 |
50.05 ± 1.02 / 56.82 ± 0.77 |
63.91 ± 1.29 / 18.26 ± 1.57 |
2.54 ± 1.89 / 25.25 ± 1.06 |
17.85 ± 2.63 / 40.98 ± 1.12 |
0.52 ± 0.97 / 25.60 ± 0.68 |
31.43 ± 1.78 / 30.82 ± 2.35 |
36.92 ± 1.75 / 37.80 ± 1.67 |
30.63 ± 1.48 / 37.24 ± 1.90 |
59.45 ± 1.98 / 10.85 ± 1.59 |
0.98 ± 1.59 / 42.00 ± 2.28 |
1.67 ± 1.96 / 34.92 ± 1.93 |
33.24 ± 2.51 / 55.11 ± 2.82 |
1.85 ± 1.02 / 24.15 ± 0.66 |
-1.18 ± 1.33 / 24.23 ± 0.94 |
27.41 ± 2.70 / 24.45 ± 3.82 |
72.24 ± 0.82 / 68.89 ± 2.63 |
0.13 ± 1.85 / 36.22 ± 3.14 |
49.77 ± 0.63 / 56.59 ± 0.54 |
63.23 ± 0.51 / 17.40 ± 0.45 |
3.39 ± 0.48 / 25.11 ± 0.71 |
0.54 ± 0.72 / 25.45 ± 0.45 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
stabilityai/stablelm-2-1_6b (few-shot) |
1645 |
100 |
4096 |
True |
7,259 ± 2,120 / 1,240 ± 432 |
3.68 |
3.56 |
4.06 |
3.43 |
28.45 ± 1.61 / 22.90 ± 1.63 |
39.09 ± 1.15 / 45.25 ± 0.82 |
1.43 ± 1.26 / 37.98 ± 2.74 |
51.67 ± 2.31 / 57.34 ± 2.60 |
57.67 ± 0.91 / 11.58 ± 0.72 |
11.94 ± 1.37 / 32.30 ± 0.94 |
18.18 ± 2.76 / 45.98 ± 1.68 |
2.67 ± 1.70 / 26.59 ± 1.10 |
41.64 ± 3.64 / 39.43 ± 3.55 |
42.37 ± 3.13 / 40.79 ± 3.10 |
33.71 ± 2.57 / 55.00 ± 1.41 |
49.22 ± 1.24 / 6.32 ± 0.45 |
-0.19 ± 0.77 / 33.29 ± 0.30 |
-0.01 ± 1.25 / 34.51 ± 2.09 |
30.14 ± 2.44 / 50.96 ± 3.46 |
6.67 ± 0.74 / 28.30 ± 0.55 |
3.50 ± 1.56 / 26.82 ± 1.38 |
38.00 ± 4.39 / 29.74 ± 5.04 |
75.15 ± 0.55 / 61.46 ± 0.82 |
1.04 ± 2.08 / 34.49 ± 1.17 |
53.11 ± 0.53 / 58.91 ± 0.32 |
55.63 ± 1.02 / 13.45 ± 0.61 |
8.72 ± 0.93 / 30.92 ± 0.72 |
3.19 ± 0.62 / 26.88 ± 0.62 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
HPLT/gpt-33b-nordic-prerelease (few-shot) |
33119 |
131 |
4099 |
True |
501 ± 50 / 238 ± 69 |
3.70 |
3.51 |
4.03 |
3.55 |
25.35 ± 3.59 / 17.77 ± 2.25 |
44.70 ± 1.80 / 60.56 ± 2.77 |
1.43 ± 1.60 / 34.16 ± 1.04 |
52.29 ± 0.96 / 58.32 ± 0.75 |
62.23 ± 0.78 / 14.60 ± 1.38 |
-1.01 ± 1.58 / 23.28 ± 1.25 |
1.33 ± 1.98 / 33.83 ± 1.11 |
-0.19 ± 0.99 / 25.04 ± 0.66 |
31.38 ± 5.44 / 24.32 ± 2.75 |
37.84 ± 4.65 / 29.35 ± 4.10 |
38.88 ± 4.12 / 54.92 ± 4.66 |
55.01 ± 1.93 / 8.21 ± 0.98 |
3.41 ± 2.16 / 35.53 ± 2.75 |
3.11 ± 1.55 / 39.80 ± 4.20 |
30.39 ± 2.51 / 51.24 ± 2.87 |
-1.56 ± 0.62 / 21.86 ± 0.67 |
0.51 ± 1.35 / 25.31 ± 0.93 |
33.61 ± 6.02 / 22.18 ± 4.32 |
76.75 ± 1.17 / 74.66 ± 1.20 |
1.66 ± 1.36 / 33.60 ± 0.30 |
50.68 ± 1.94 / 56.96 ± 1.73 |
56.37 ± 1.71 / 12.78 ± 0.63 |
-0.31 ± 0.91 / 25.20 ± 0.62 |
-0.04 ± 0.62 / 25.05 ± 0.50 |
12.9.1 |
12.9.1 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.9.1 |
12.10.0 |
12.9.1 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.9.1 |
12.9.1 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
ibm-granite/granite-7b-instruct (few-shot) |
6738 |
32 |
4096 |
True |
3,136 ± 558 / 942 ± 290 |
3.72 |
3.60 |
3.97 |
3.60 |
23.87 ± 1.61 / 20.19 ± 1.60 |
31.21 ± 1.84 / 50.13 ± 2.79 |
2.04 ± 1.44 / 45.31 ± 3.73 |
47.36 ± 0.81 / 54.08 ± 0.86 |
62.33 ± 0.49 / 16.36 ± 0.61 |
17.68 ± 1.52 / 37.53 ± 1.55 |
17.54 ± 2.35 / 45.41 ± 1.72 |
1.72 ± 1.01 / 25.87 ± 0.82 |
37.73 ± 2.53 / 31.57 ± 3.65 |
40.07 ± 1.68 / 35.25 ± 2.70 |
21.50 ± 2.19 / 36.73 ± 3.30 |
59.05 ± 0.69 / 11.70 ± 0.58 |
0.86 ± 1.18 / 44.09 ± 2.96 |
2.01 ± 1.11 / 41.46 ± 3.24 |
27.03 ± 1.40 / 48.70 ± 1.69 |
9.41 ± 1.33 / 30.90 ± 1.02 |
7.04 ± 1.65 / 29.08 ± 1.51 |
29.08 ± 2.82 / 25.68 ± 3.52 |
65.51 ± 1.71 / 69.73 ± 1.24 |
0.50 ± 1.34 / 45.71 ± 2.55 |
46.52 ± 0.88 / 54.03 ± 0.77 |
56.02 ± 4.77 / 14.46 ± 1.28 |
8.00 ± 0.88 / 30.22 ± 0.72 |
5.76 ± 1.24 / 28.68 ± 1.21 |
13.2.0 |
13.0.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.0.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.0.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
AI-Sweden-Models/gpt-sw3-1.3b-instruct (few-shot) |
1445 |
64 |
2048 |
True |
4,544 ± 1,000 / 1,106 ± 359 |
3.73 |
3.72 |
3.87 |
3.59 |
14.73 ± 1.84 / 14.44 ± 1.74 |
27.14 ± 1.93 / 42.34 ± 2.51 |
2.65 ± 1.66 / 40.63 ± 4.02 |
46.38 ± 0.61 / 54.18 ± 0.52 |
65.48 ± 0.73 / 19.58 ± 1.08 |
0.32 ± 0.71 / 23.38 ± 0.86 |
7.00 ± 3.44 / 37.91 ± 1.85 |
0.13 ± 0.25 / 25.04 ± 0.54 |
33.08 ± 2.22 / 34.51 ± 2.24 |
38.28 ± 2.63 / 40.50 ± 2.72 |
35.58 ± 2.13 / 44.49 ± 2.52 |
63.11 ± 0.71 / 15.22 ± 1.02 |
0.82 ± 1.46 / 34.78 ± 1.54 |
1.43 ± 1.70 / 34.19 ± 1.10 |
36.06 ± 1.76 / 58.71 ± 1.63 |
-0.68 ± 1.21 / 24.35 ± 0.73 |
-0.32 ± 0.44 / 24.50 ± 0.55 |
19.04 ± 2.67 / 19.98 ± 2.64 |
73.34 ± 1.34 / 68.41 ± 2.31 |
2.90 ± 1.74 / 44.43 ± 4.49 |
47.45 ± 0.58 / 54.69 ± 0.56 |
63.33 ± 0.86 / 17.11 ± 0.61 |
0.65 ± 1.12 / 25.94 ± 0.76 |
-0.18 ± 0.36 / 24.70 ± 0.60 |
12.5.2 |
9.3.1 |
12.1.0 |
12.4.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
9.3.1 |
12.4.0 |
12.1.0 |
12.1.0 |
12.4.0 |
12.1.0 |
12.1.0 |
12.5.2 |
9.3.1 |
12.1.0 |
12.4.0 |
12.4.0 |
12.1.0 |
12.1.0 |
ibm-granite/granite-7b-base (few-shot) |
6738 |
32 |
2048 |
True |
4,405 ± 1,098 / 1,032 ± 345 |
3.73 |
3.51 |
4.14 |
3.53 |
24.93 ± 4.36 / 22.23 ± 3.32 |
31.65 ± 2.94 / 51.95 ± 2.92 |
0.06 ± 1.20 / 34.30 ± 1.04 |
51.47 ± 1.82 / 57.00 ± 1.94 |
62.67 ± 1.16 / 17.33 ± 1.12 |
16.13 ± 2.67 / 36.80 ± 2.07 |
24.21 ± 2.83 / 49.43 ± 1.98 |
1.27 ± 0.82 / 25.59 ± 0.52 |
32.21 ± 1.63 / 31.19 ± 1.29 |
36.62 ± 1.94 / 36.40 ± 2.17 |
16.98 ± 3.42 / 27.01 ± 3.17 |
55.91 ± 2.53 / 9.21 ± 1.23 |
1.57 ± 1.20 / 41.68 ± 4.20 |
0.97 ± 1.79 / 40.10 ± 4.50 |
26.28 ± 1.51 / 44.62 ± 2.11 |
8.41 ± 1.26 / 29.77 ± 1.22 |
2.47 ± 1.34 / 26.33 ± 1.07 |
33.34 ± 3.41 / 30.50 ± 3.44 |
72.00 ± 1.15 / 69.12 ± 2.00 |
0.25 ± 1.72 / 43.46 ± 3.96 |
52.53 ± 1.03 / 57.96 ± 0.98 |
52.86 ± 1.75 / 11.38 ± 0.57 |
11.71 ± 0.83 / 32.71 ± 0.95 |
0.81 ± 0.88 / 25.27 ± 0.59 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.8 |
12.10.8 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.8 |
12.10.8 |
12.10.8 |
ibm-granite/granite-3b-code-base-2k (few-shot) |
3483 |
49 |
2048 |
True |
2,732 ± 868 / 662 ± 238 |
3.74 |
3.39 |
4.23 |
3.60 |
38.62 ± 3.40 / 27.71 ± 3.01 |
35.47 ± 1.35 / 52.70 ± 2.05 |
5.07 ± 1.76 / 43.91 ± 4.86 |
45.21 ± 0.84 / 50.96 ± 0.94 |
62.50 ± 0.59 / 15.45 ± 0.50 |
13.46 ± 2.03 / 33.24 ± 1.59 |
15.31 ± 3.62 / 43.65 ± 2.19 |
6.00 ± 1.15 / 29.24 ± 0.76 |
53.93 ± 3.93 / 48.95 ± 4.17 |
54.04 ± 1.83 / 49.74 ± 2.48 |
23.83 ± 3.47 / 45.39 ± 3.46 |
50.59 ± 3.68 / 7.28 ± 1.97 |
3.91 ± 1.46 / 42.54 ± 4.53 |
1.55 ± 2.39 / 40.63 ± 4.26 |
2.37 ± 0.20 / 12.14 ± 1.07 |
8.68 ± 1.17 / 31.15 ± 0.84 |
6.19 ± 0.85 / 29.29 ± 0.77 |
51.76 ± 4.53 / 41.73 ± 6.65 |
70.61 ± 1.12 / 60.47 ± 1.13 |
6.24 ± 3.11 / 46.34 ± 5.43 |
44.67 ± 1.34 / 50.56 ± 1.33 |
41.31 ± 2.13 / 7.20 ± 1.44 |
7.41 ± 0.75 / 30.14 ± 0.39 |
5.42 ± 0.79 / 29.15 ± 0.59 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
NorwAI/NorwAI-Mistral-7B-instruct (few-shot) |
7537 |
68 |
4096 |
False |
3,027 ± 503 / 903 ± 296 |
3.75 |
3.62 |
4.00 |
3.62 |
13.78 ± 2.85 / 11.90 ± 2.13 |
42.16 ± 0.68 / 45.21 ± 0.45 |
3.52 ± 1.90 / 39.81 ± 3.18 |
20.02 ± 2.31 / 31.67 ± 2.19 |
65.03 ± 0.55 / 18.00 ± 0.59 |
40.74 ± 1.91 / 53.17 ± 1.96 |
43.43 ± 1.76 / 61.76 ± 1.32 |
4.50 ± 0.94 / 26.55 ± 0.96 |
27.49 ± 2.13 / 24.26 ± 1.41 |
32.33 ± 2.92 / 29.29 ± 2.05 |
47.78 ± 3.12 / 64.33 ± 2.80 |
62.75 ± 0.25 / 13.28 ± 0.27 |
3.92 ± 1.56 / 45.78 ± 2.36 |
4.27 ± 2.44 / 42.86 ± 3.51 |
2.46 ± 0.73 / 29.01 ± 1.18 |
8.41 ± 0.77 / 32.09 ± 0.44 |
2.92 ± 1.61 / 25.82 ± 0.79 |
20.97 ± 2.51 / 16.21 ± 2.03 |
77.76 ± 0.75 / 67.99 ± 2.31 |
2.35 ± 1.63 / 38.48 ± 1.53 |
28.65 ± 2.11 / 38.84 ± 1.85 |
63.75 ± 0.70 / 17.94 ± 0.22 |
9.17 ± 0.61 / 31.89 ± 0.41 |
3.98 ± 1.37 / 26.35 ± 1.13 |
12.10.5 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
LumiOpen/Viking-7B (few-shot) |
7550 |
131 |
4096 |
True |
4,969 ± 1,109 / 1,134 ± 374 |
3.76 |
3.60 |
4.11 |
3.56 |
23.98 ± 3.74 / 17.18 ± 2.86 |
38.74 ± 2.15 / 49.48 ± 3.14 |
1.04 ± 1.57 / 33.67 ± 0.22 |
50.17 ± 0.92 / 56.29 ± 0.78 |
61.96 ± 0.87 / 13.71 ± 1.26 |
-0.06 ± 0.90 / 23.97 ± 0.72 |
-1.04 ± 2.16 / 34.90 ± 1.48 |
0.73 ± 0.90 / 25.11 ± 0.51 |
22.37 ± 5.96 / 23.75 ± 3.97 |
29.90 ± 4.44 / 26.84 ± 3.45 |
35.86 ± 3.52 / 52.28 ± 3.76 |
53.25 ± 1.69 / 6.87 ± 0.67 |
1.03 ± 2.07 / 36.12 ± 2.97 |
2.92 ± 1.89 / 36.47 ± 2.72 |
34.39 ± 3.15 / 54.65 ± 3.56 |
-1.16 ± 0.91 / 21.94 ± 0.46 |
-0.55 ± 1.14 / 25.09 ± 0.85 |
30.64 ± 4.19 / 23.90 ± 3.44 |
72.02 ± 3.18 / 72.36 ± 3.96 |
1.08 ± 1.36 / 38.63 ± 3.03 |
48.72 ± 1.05 / 54.59 ± 1.10 |
57.93 ± 2.32 / 13.16 ± 1.05 |
1.14 ± 0.79 / 22.39 ± 0.53 |
1.13 ± 1.01 / 25.61 ± 0.65 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
HPLT/gpt-13b-nordic-prerelease (few-shot) |
14030 |
131 |
4099 |
True |
3,520 ± 736 / 823 ± 273 |
3.77 |
3.52 |
4.21 |
3.57 |
28.72 ± 2.61 / 20.53 ± 2.46 |
37.19 ± 3.92 / 53.63 ± 4.06 |
2.96 ± 1.73 / 46.67 ± 3.16 |
49.53 ± 1.49 / 54.83 ± 1.67 |
61.62 ± 1.05 / 14.33 ± 1.71 |
1.17 ± 2.28 / 24.76 ± 1.52 |
11.38 ± 3.80 / 38.52 ± 1.85 |
-0.16 ± 1.02 / 25.19 ± 0.70 |
28.94 ± 5.63 / 27.01 ± 4.91 |
33.83 ± 5.52 / 30.49 ± 4.07 |
27.32 ± 3.13 / 38.30 ± 2.19 |
54.05 ± 2.19 / 7.52 ± 0.86 |
1.46 ± 1.07 / 49.06 ± 1.04 |
-0.59 ± 1.36 / 45.94 ± 2.35 |
25.62 ± 4.99 / 40.88 ± 7.54 |
0.32 ± 0.70 / 24.79 ± 0.56 |
0.92 ± 1.02 / 25.43 ± 0.83 |
32.19 ± 4.64 / 24.93 ± 4.09 |
72.26 ± 6.90 / 72.58 ± 5.87 |
2.39 ± 1.29 / 48.49 ± 2.46 |
48.92 ± 2.28 / 53.44 ± 2.49 |
57.46 ± 1.64 / 13.21 ± 0.57 |
-0.49 ± 0.50 / 25.03 ± 0.45 |
0.50 ± 1.04 / 25.50 ± 0.72 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
AI-Sweden-Models/gpt-sw3-6.7b (few-shot) |
7111 |
64 |
2048 |
True |
2,285 ± 443 / 671 ± 205 |
3.80 |
3.68 |
4.01 |
3.71 |
18.23 ± 5.87 / 14.77 ± 3.36 |
22.71 ± 5.21 / 35.11 ± 6.59 |
5.03 ± 2.51 / 49.00 ± 2.64 |
49.11 ± 1.16 / 55.56 ± 1.21 |
64.58 ± 1.03 / 18.26 ± 1.00 |
1.11 ± 2.19 / 24.85 ± 1.14 |
8.76 ± 3.09 / 37.32 ± 1.76 |
1.70 ± 0.84 / 26.17 ± 0.62 |
22.35 ± 7.84 / 23.89 ± 4.74 |
21.98 ± 7.52 / 27.22 ± 4.97 |
18.23 ± 9.28 / 38.93 ± 6.44 |
60.38 ± 1.78 / 12.50 ± 1.62 |
1.68 ± 1.35 / 39.93 ± 2.78 |
2.49 ± 1.88 / 40.26 ± 3.23 |
41.80 ± 3.14 / 64.25 ± 3.13 |
2.13 ± 0.65 / 26.47 ± 0.86 |
0.98 ± 1.48 / 25.66 ± 1.09 |
18.83 ± 6.41 / 17.59 ± 4.55 |
53.68 ± 10.39 / 58.92 ± 10.87 |
3.49 ± 2.20 / 46.13 ± 4.13 |
49.81 ± 0.70 / 55.99 ± 0.69 |
61.05 ± 1.33 / 15.89 ± 0.85 |
1.22 ± 0.65 / 26.19 ± 0.64 |
0.60 ± 1.34 / 25.62 ± 0.72 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
12.6.1 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
HuggingFaceTB/SmolLM2-1.7B-Instruct (few-shot) |
1711 |
49 |
8192 |
True |
15,971 ± 3,654 / 3,609 ± 1,197 |
3.84 |
3.71 |
4.24 |
3.57 |
29.44 ± 1.81 / 20.31 ± 1.68 |
18.49 ± 2.47 / 35.29 ± 2.83 |
1.73 ± 1.63 / 38.18 ± 4.15 |
44.39 ± 0.80 / 50.40 ± 1.02 |
61.76 ± 1.10 / 15.33 ± 1.17 |
22.03 ± 1.83 / 37.29 ± 1.77 |
12.61 ± 2.43 / 41.82 ± 1.61 |
2.06 ± 0.89 / 26.03 ± 0.67 |
37.60 ± 2.17 / 29.30 ± 2.43 |
38.38 ± 2.48 / 30.13 ± 2.95 |
24.05 ± 3.58 / 40.36 ± 4.22 |
48.55 ± 6.18 / 8.21 ± 1.30 |
3.56 ± 1.93 / 38.60 ± 3.52 |
2.61 ± 2.57 / 38.57 ± 3.89 |
13.58 ± 3.16 / 25.34 ± 5.83 |
9.52 ± 1.13 / 30.72 ± 1.12 |
3.62 ± 1.22 / 27.07 ± 1.15 |
37.37 ± 1.87 / 26.31 ± 3.34 |
64.46 ± 3.06 / 69.83 ± 2.00 |
4.49 ± 1.96 / 46.63 ± 4.39 |
43.92 ± 1.06 / 49.57 ± 1.17 |
54.50 ± 1.26 / 12.92 ± 0.48 |
8.61 ± 1.25 / 29.95 ± 1.28 |
4.51 ± 0.96 / 27.64 ± 0.87 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
HuggingFaceTB/SmolLM2-1.7B (few-shot) |
1711 |
49 |
8192 |
True |
16,249 ± 3,690 / 3,689 ± 1,226 |
3.87 |
3.84 |
4.23 |
3.53 |
24.47 ± 3.42 / 18.70 ± 2.18 |
9.93 ± 2.70 / 23.57 ± 3.00 |
1.22 ± 1.81 / 35.31 ± 1.93 |
42.09 ± 2.63 / 47.54 ± 2.94 |
61.62 ± 0.72 / 14.36 ± 0.73 |
19.65 ± 1.47 / 36.46 ± 1.24 |
19.01 ± 2.56 / 46.27 ± 1.71 |
1.34 ± 1.16 / 25.88 ± 0.65 |
26.70 ± 4.42 / 24.56 ± 2.10 |
28.23 ± 3.78 / 28.27 ± 2.80 |
23.25 ± 4.16 / 36.07 ± 4.20 |
56.31 ± 2.34 / 9.78 ± 0.93 |
-0.47 ± 1.05 / 33.93 ± 0.92 |
0.26 ± 0.74 / 33.32 ± 0.79 |
13.40 ± 2.83 / 26.51 ± 4.94 |
11.12 ± 0.88 / 33.35 ± 0.75 |
2.53 ± 0.82 / 26.29 ± 0.74 |
35.96 ± 3.50 / 26.41 ± 4.11 |
68.31 ± 1.43 / 72.51 ± 1.03 |
3.61 ± 1.79 / 49.47 ± 1.68 |
43.26 ± 1.85 / 49.32 ± 1.97 |
57.04 ± 0.95 / 13.24 ± 1.09 |
10.86 ± 1.20 / 31.65 ± 1.09 |
2.53 ± 0.98 / 26.17 ± 0.78 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
google/gemma-2b-it (few-shot) |
2506 |
256 |
8192 |
False |
6,471 ± 1,142 / 1,961 ± 584 |
3.88 |
3.63 |
3.97 |
4.05 |
24.44 ± 2.59 / 17.37 ± 2.03 |
34.03 ± 2.50 / 52.42 ± 2.16 |
2.25 ± 1.28 / 42.33 ± 3.11 |
42.12 ± 1.18 / 49.76 ± 1.22 |
62.41 ± 1.21 / 17.66 ± 0.54 |
15.16 ± 1.35 / 31.61 ± 1.92 |
12.67 ± 1.89 / 41.99 ± 1.17 |
2.67 ± 1.17 / 26.82 ± 0.69 |
39.78 ± 2.67 / 31.15 ± 2.70 |
43.58 ± 2.49 / 36.60 ± 2.76 |
22.01 ± 3.00 / 40.48 ± 2.81 |
55.43 ± 4.07 / 11.54 ± 0.87 |
2.76 ± 1.35 / 44.34 ± 3.05 |
1.45 ± 1.35 / 39.55 ± 3.53 |
32.42 ± 1.72 / 56.65 ± 0.92 |
7.68 ± 0.87 / 29.15 ± 0.61 |
1.06 ± 1.38 / 25.48 ± 1.00 |
33.51 ± 2.12 / 23.48 ± 2.69 |
43.97 ± 1.64 / 57.41 ± 1.18 |
0.53 ± 1.09 / 39.60 ± 1.99 |
39.39 ± 1.04 / 47.28 ± 1.02 |
40.55 ± 6.41 / 11.10 ± 1.63 |
11.06 ± 0.98 / 31.69 ± 0.81 |
1.03 ± 0.85 / 25.55 ± 0.60 |
12.5.2 |
12.1.0 |
12.1.0 |
12.4.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
12.1.0 |
12.4.0 |
12.1.0 |
12.1.0 |
12.4.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.1.0 |
12.1.0 |
12.4.0 |
12.4.0 |
12.1.0 |
12.1.0 |
meta-llama/Llama-3.2-1B (few-shot) |
1236 |
128 |
131073 |
True |
7,577 ± 1,884 / 1,555 ± 492 |
3.89 |
3.76 |
4.23 |
3.67 |
19.82 ± 4.70 / 17.20 ± 3.57 |
35.97 ± 3.00 / 49.88 ± 3.80 |
2.14 ± 2.61 / 44.16 ± 4.48 |
46.59 ± 5.44 / 51.92 ± 6.14 |
58.65 ± 1.07 / 11.57 ± 0.77 |
2.65 ± 1.26 / 25.17 ± 1.16 |
9.51 ± 2.67 / 40.41 ± 1.62 |
-0.88 ± 1.13 / 24.79 ± 0.98 |
30.54 ± 3.75 / 29.88 ± 3.25 |
31.34 ± 4.72 / 30.46 ± 4.56 |
29.50 ± 4.18 / 49.19 ± 4.59 |
53.31 ± 0.98 / 7.37 ± 0.54 |
-0.13 ± 1.28 / 37.46 ± 3.25 |
0.02 ± 1.75 / 39.49 ± 4.41 |
19.59 ± 5.61 / 34.02 ± 8.33 |
2.49 ± 1.09 / 25.63 ± 0.78 |
2.53 ± 1.16 / 26.30 ± 0.82 |
29.89 ± 7.13 / 27.65 ± 6.45 |
74.33 ± 1.07 / 73.73 ± 1.77 |
1.06 ± 1.79 / 43.95 ± 3.08 |
46.89 ± 2.72 / 52.70 ± 3.39 |
52.06 ± 2.11 / 12.53 ± 0.81 |
0.93 ± 1.44 / 26.10 ± 1.04 |
0.09 ± 1.37 / 24.84 ± 0.69 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
3.91 |
3.84 |
4.16 |
3.73 |
8.80 ± 5.54 / 8.63 ± 4.48 |
28.65 ± 2.81 / 47.83 ± 3.55 |
2.84 ± 1.81 / 49.21 ± 1.95 |
45.34 ± 0.88 / 51.59 ± 0.80 |
62.17 ± 1.12 / 14.96 ± 1.16 |
-1.31 ± 1.31 / 24.58 ± 0.99 |
3.02 ± 3.77 / 36.58 ± 2.16 |
-0.33 ± 1.17 / 24.65 ± 0.48 |
13.49 ± 7.98 / 14.80 ± 7.68 |
14.74 ± 8.45 / 15.09 ± 7.85 |
27.28 ± 4.39 / 49.18 ± 4.23 |
58.46 ± 2.59 / 11.38 ± 1.45 |
3.09 ± 0.79 / 42.87 ± 3.49 |
1.86 ± 1.90 / 38.18 ± 1.44 |
34.91 ± 2.65 / 54.30 ± 2.96 |
-0.01 ± 0.86 / 24.32 ± 0.81 |
0.25 ± 0.94 / 25.10 ± 0.81 |
6.08 ± 5.75 / 8.77 ± 4.46 |
71.38 ± 1.76 / 73.21 ± 1.18 |
1.17 ± 1.07 / 49.78 ± 0.86 |
45.55 ± 0.85 / 51.69 ± 0.79 |
60.11 ± 1.59 / 15.02 ± 0.84 |
2.20 ± 0.88 / 25.62 ± 0.86 |
0.67 ± 1.39 / 25.25 ± 0.51 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
11.0.0 |
9.3.1 |
9.3.1 |
12.5.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
11.0.0 |
9.3.1 |
9.3.1 |
mhenrichsen/danskgpt-tiny-chat (few-shot) |
1100 |
32 |
2048 |
False |
1,745 ± 978 / 686 ± 159 |
3.91 |
3.66 |
4.17 |
3.91 |
22.31 ± 2.55 / 19.30 ± 2.14 |
34.05 ± 2.37 / 52.43 ± 2.46 |
0.70 ± 1.11 / 40.47 ± 3.04 |
41.82 ± 2.07 / 48.91 ± 2.47 |
65.27 ± 0.25 / 17.79 ± 0.40 |
6.27 ± 1.52 / 27.63 ± 1.15 |
6.25 ± 3.25 / 37.75 ± 2.53 |
2.11 ± 1.44 / 26.00 ± 0.86 |
28.74 ± 4.18 / 28.29 ± 4.37 |
30.34 ± 6.08 / 30.02 ± 6.42 |
27.49 ± 3.13 / 48.00 ± 3.89 |
60.01 ± 0.81 / 9.76 ± 0.87 |
-2.17 ± 1.06 / 33.52 ± 0.37 |
0.26 ± 1.08 / 34.12 ± 0.45 |
19.10 ± 2.33 / 38.96 ± 2.78 |
3.21 ± 0.87 / 27.07 ± 0.74 |
0.18 ± 1.02 / 25.00 ± 0.86 |
27.31 ± 4.23 / 26.33 ± 4.40 |
45.94 ± 12.82 / 55.94 ± 8.25 |
-0.97 ± 1.64 / 36.69 ± 2.34 |
35.57 ± 2.45 / 41.66 ± 2.41 |
55.79 ± 0.24 / 10.61 ± 0.29 |
0.14 ± 1.02 / 24.76 ± 0.75 |
0.52 ± 0.83 / 25.53 ± 0.62 |
9.1.2 |
9.1.2 |
9.1.2 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
9.1.2 |
9.1.2 |
9.1.2 |
9.1.2 |
12.4.0 |
9.1.2 |
9.1.2 |
12.4.0 |
9.1.2 |
9.1.2 |
9.1.2 |
9.1.2 |
9.1.2 |
12.4.0 |
12.4.0 |
9.1.2 |
9.1.2 |
Qwen/Qwen1.5-1.8B-Chat (few-shot) |
1837 |
152 |
32768 |
False |
8,304 ± 1,846 / 1,933 ± 617 |
3.94 |
3.86 |
4.30 |
3.67 |
18.00 ± 2.52 / 14.88 ± 1.68 |
26.58 ± 2.81 / 45.88 ± 3.40 |
0.63 ± 1.48 / 33.42 ± 0.28 |
41.66 ± 1.48 / 49.40 ± 1.53 |
57.19 ± 1.18 / 11.87 ± 0.68 |
22.17 ± 1.31 / 39.97 ± 1.18 |
12.85 ± 3.11 / 42.13 ± 2.09 |
7.01 ± 0.62 / 30.16 ± 0.46 |
26.99 ± 3.92 / 24.61 ± 2.74 |
25.74 ± 3.76 / 24.51 ± 2.96 |
19.85 ± 1.97 / 35.75 ± 1.74 |
55.08 ± 0.83 / 8.11 ± 0.35 |
1.96 ± 1.33 / 44.22 ± 2.93 |
-0.01 ± 1.39 / 39.57 ± 2.97 |
16.33 ± 2.17 / 31.16 ± 3.40 |
7.79 ± 0.78 / 29.50 ± 0.61 |
5.61 ± 1.32 / 28.45 ± 1.02 |
20.94 ± 3.73 / 18.26 ± 2.84 |
52.54 ± 3.33 / 60.44 ± 3.13 |
0.34 ± 1.22 / 36.61 ± 1.57 |
43.55 ± 1.14 / 50.53 ± 1.40 |
61.19 ± 0.69 / 15.92 ± 0.24 |
10.74 ± 0.92 / 32.65 ± 0.68 |
4.83 ± 0.62 / 28.76 ± 0.55 |
12.5.2 |
11.0.0 |
12.1.0 |
12.5.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
11.0.0 |
12.5.0 |
12.1.0 |
12.1.0 |
12.5.0 |
12.1.0 |
12.1.0 |
12.5.2 |
11.0.0 |
12.1.0 |
12.5.0 |
12.5.0 |
12.1.0 |
12.1.0 |
AI-Sweden-Models/gpt-sw3-356m-instruct (few-shot) |
471 |
64 |
2048 |
True |
5,855 ± 1,373 / 1,223 ± 391 |
3.95 |
3.83 |
4.12 |
3.89 |
11.28 ± 0.96 / 11.02 ± 0.85 |
34.94 ± 3.80 / 49.66 ± 3.96 |
2.08 ± 1.48 / 45.41 ± 3.83 |
36.59 ± 1.41 / 42.03 ± 1.44 |
63.38 ± 0.84 / 15.95 ± 1.16 |
-0.09 ± 1.02 / 23.32 ± 0.76 |
-0.76 ± 3.27 / 35.04 ± 1.77 |
0.28 ± 0.39 / 25.19 ± 0.77 |
24.38 ± 2.13 / 25.79 ± 2.29 |
31.28 ± 1.60 / 33.48 ± 1.60 |
30.88 ± 2.75 / 46.07 ± 3.07 |
60.73 ± 0.70 / 11.71 ± 0.76 |
-0.30 ± 1.46 / 34.93 ± 1.25 |
0.45 ± 0.57 / 33.74 ± 1.25 |
23.99 ± 1.59 / 42.69 ± 1.94 |
-1.01 ± 1.09 / 21.90 ± 0.67 |
-0.50 ± 0.67 / 25.00 ± 0.86 |
14.84 ± 1.63 / 15.90 ± 1.71 |
59.00 ± 3.60 / 54.09 ± 1.46 |
0.06 ± 1.21 / 34.76 ± 1.15 |
34.37 ± 1.36 / 40.44 ± 1.53 |
61.28 ± 0.92 / 14.60 ± 0.79 |
0.48 ± 1.07 / 23.44 ± 0.67 |
0.33 ± 0.50 / 25.01 ± 0.76 |
12.5.2 |
9.3.2 |
12.1.0 |
12.4.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
9.3.2 |
12.4.0 |
12.1.0 |
12.1.0 |
12.4.0 |
12.1.0 |
12.1.0 |
12.5.2 |
9.3.2 |
12.1.0 |
12.4.0 |
12.4.0 |
12.1.0 |
12.1.0 |
norallm/normistral-7b-scratch (few-shot) |
7248 |
33 |
2048 |
True |
3,192 ± 454 / 1,198 ± 357 |
3.95 |
3.80 |
4.14 |
3.91 |
14.88 ± 3.92 / 14.02 ± 2.63 |
34.66 ± 1.82 / 46.40 ± 1.53 |
0.29 ± 1.86 / 41.01 ± 2.54 |
42.16 ± 0.88 / 47.49 ± 0.98 |
63.19 ± 1.17 / 17.04 ± 1.07 |
0.58 ± 1.06 / 23.87 ± 1.16 |
4.60 ± 3.52 / 37.09 ± 1.52 |
-0.34 ± 1.37 / 24.79 ± 0.73 |
14.58 ± 6.07 / 15.44 ± 5.52 |
21.06 ± 7.77 / 21.99 ± 7.14 |
32.02 ± 1.59 / 36.85 ± 2.01 |
60.36 ± 1.93 / 12.69 ± 1.69 |
1.49 ± 1.40 / 35.35 ± 1.51 |
0.98 ± 1.85 / 35.28 ± 2.43 |
22.87 ± 1.85 / 38.93 ± 2.59 |
0.99 ± 0.62 / 24.00 ± 0.70 |
-0.16 ± 0.90 / 24.84 ± 0.71 |
13.79 ± 8.46 / 14.43 ± 7.23 |
71.59 ± 2.78 / 59.82 ± 1.71 |
-0.89 ± 1.22 / 43.82 ± 3.45 |
38.33 ± 1.79 / 44.00 ± 1.70 |
55.77 ± 0.83 / 14.15 ± 0.51 |
-0.39 ± 1.21 / 22.30 ± 0.78 |
-0.52 ± 1.01 / 25.20 ± 0.85 |
10.0.0 |
10.0.0 |
10.0.0 |
10.0.0 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.0 |
10.0.0 |
10.0.0 |
11.0.0 |
10.0.0 |
10.0.0 |
10.0.0 |
10.0.1 |
10.0.1 |
10.0.0 |
10.0.0 |
10.0.0 |
10.0.0 |
11.0.0 |
10.0.1 |
10.0.1 |
Qwen/Qwen1.5-1.8B (few-shot) |
1837 |
152 |
32768 |
True |
5,666 ± 1,328 / 1,256 ± 408 |
3.98 |
3.89 |
4.30 |
3.75 |
9.83 ± 3.50 / 8.97 ± 2.64 |
29.03 ± 2.48 / 46.75 ± 3.69 |
0.56 ± 0.87 / 33.34 ± 0.23 |
46.43 ± 0.74 / 53.20 ± 0.47 |
56.43 ± 1.74 / 11.67 ± 1.17 |
14.86 ± 1.85 / 33.52 ± 1.63 |
17.56 ± 2.63 / 45.31 ± 1.78 |
4.78 ± 1.48 / 27.73 ± 1.32 |
12.10 ± 5.58 / 12.85 ± 4.80 |
13.42 ± 6.02 / 13.82 ± 5.16 |
22.82 ± 3.11 / 43.88 ± 3.10 |
54.48 ± 1.91 / 8.22 ± 0.70 |
2.70 ± 2.16 / 47.68 ± 3.18 |
2.21 ± 1.46 / 42.80 ± 4.36 |
16.31 ± 2.22 / 30.78 ± 3.64 |
9.57 ± 1.11 / 30.18 ± 0.83 |
6.02 ± 0.84 / 28.58 ± 1.13 |
18.01 ± 6.41 / 18.55 ± 4.65 |
51.91 ± 4.78 / 59.44 ± 4.65 |
1.49 ± 1.95 / 40.76 ± 4.07 |
44.83 ± 0.63 / 51.87 ± 0.72 |
54.82 ± 1.62 / 14.43 ± 0.68 |
11.54 ± 0.73 / 32.55 ± 0.60 |
7.19 ± 1.40 / 29.76 ± 1.22 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
HPLT/gpt-7b-nordic-prerelease (few-shot) |
7550 |
131 |
4096 |
True |
5,404 ± 931 / 1,638 ± 542 |
3.99 |
3.79 |
4.44 |
3.74 |
21.98 ± 3.33 / 18.42 ± 2.62 |
37.77 ± 3.06 / 55.35 ± 4.51 |
1.26 ± 1.86 / 34.03 ± 0.86 |
46.03 ± 1.44 / 52.54 ± 1.95 |
58.21 ± 1.54 / 11.61 ± 1.16 |
0.00 ± 0.00 / 24.00 ± 0.73 |
-0.87 ± 1.27 / 35.70 ± 1.49 |
0.00 ± 0.00 / 25.18 ± 0.77 |
20.25 ± 6.26 / 20.45 ± 5.54 |
28.99 ± 5.03 / 27.50 ± 4.36 |
17.44 ± 3.49 / 35.51 ± 4.10 |
49.59 ± 1.68 / 5.67 ± 0.54 |
3.20 ± 1.84 / 34.58 ± 0.97 |
2.61 ± 1.80 / 34.49 ± 1.46 |
21.50 ± 2.60 / 40.73 ± 3.86 |
0.86 ± 0.91 / 21.96 ± 0.54 |
0.00 ± 0.00 / 25.02 ± 0.87 |
27.07 ± 6.33 / 25.24 ± 4.89 |
61.96 ± 2.69 / 67.81 ± 2.27 |
2.65 ± 1.46 / 40.25 ± 4.08 |
46.16 ± 0.91 / 52.35 ± 0.87 |
55.11 ± 1.21 / 12.07 ± 0.32 |
0.32 ± 0.43 / 21.99 ± 0.56 |
-0.00 ± 0.01 / 25.00 ± 0.77 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.6.1 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
ibm-granite/granite-3.0-1b-a400m-instruct (few-shot) |
1335 |
49 |
4096 |
True |
7,964 ± 2,255 / 1,299 ± 433 |
4.02 |
3.87 |
4.37 |
3.82 |
30.63 ± 2.60 / 20.55 ± 1.52 |
22.35 ± 2.26 / 44.97 ± 2.66 |
1.95 ± 1.48 / 46.94 ± 1.55 |
37.30 ± 0.69 / 43.95 ± 1.09 |
59.66 ± 0.68 / 13.59 ± 0.61 |
2.78 ± 1.18 / 25.53 ± 0.88 |
11.15 ± 3.42 / 38.81 ± 1.43 |
-1.22 ± 0.88 / 24.33 ± 0.84 |
36.99 ± 2.08 / 28.69 ± 2.20 |
37.27 ± 1.09 / 27.84 ± 2.23 |
19.55 ± 3.00 / 40.67 ± 3.28 |
56.69 ± 1.19 / 9.12 ± 0.79 |
1.95 ± 1.15 / 43.75 ± 3.47 |
2.31 ± 0.84 / 46.79 ± 2.89 |
7.33 ± 1.88 / 19.74 ± 2.82 |
-0.29 ± 0.94 / 22.82 ± 0.92 |
0.99 ± 0.77 / 25.16 ± 0.76 |
33.80 ± 1.96 / 21.70 ± 3.21 |
58.78 ± 1.36 / 60.51 ± 1.88 |
0.72 ± 1.17 / 45.33 ± 3.14 |
35.45 ± 1.87 / 42.40 ± 2.14 |
56.70 ± 0.93 / 11.49 ± 0.89 |
2.09 ± 1.31 / 25.41 ± 0.88 |
-0.46 ± 1.10 / 24.84 ± 0.93 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
state-spaces/mamba-2.8b-hf (few-shot) |
2768 |
50 |
32769 |
True |
2,722 ± 495 / 766 ± 250 |
4.02 |
3.93 |
4.31 |
3.82 |
17.58 ± 1.95 / 15.48 ± 1.39 |
10.47 ± 3.28 / 19.91 ± 2.67 |
1.23 ± 1.53 / 36.92 ± 3.53 |
42.56 ± 1.07 / 49.37 ± 1.19 |
62.56 ± 1.43 / 17.47 ± 1.30 |
2.18 ± 1.10 / 24.56 ± 1.33 |
4.94 ± 4.46 / 38.22 ± 2.74 |
1.84 ± 0.96 / 26.18 ± 0.79 |
26.90 ± 1.65 / 24.65 ± 2.00 |
34.59 ± 3.22 / 33.15 ± 3.49 |
31.06 ± 2.28 / 45.42 ± 3.29 |
53.77 ± 2.82 / 9.67 ± 1.55 |
0.21 ± 1.21 / 36.38 ± 2.87 |
-0.17 ± 2.08 / 40.22 ± 3.88 |
10.35 ± 0.92 / 22.83 ± 1.06 |
-0.16 ± 0.81 / 23.32 ± 0.68 |
1.32 ± 1.12 / 25.63 ± 0.98 |
23.25 ± 1.99 / 20.55 ± 2.20 |
71.70 ± 1.09 / 71.01 ± 2.36 |
-0.82 ± 2.23 / 40.80 ± 4.30 |
40.48 ± 1.52 / 46.93 ± 1.61 |
54.39 ± 1.68 / 13.19 ± 0.61 |
-0.43 ± 1.13 / 24.95 ± 0.64 |
1.98 ± 0.99 / 26.14 ± 0.86 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
NbAiLab/nb-gpt-j-6B-alpaca (few-shot) |
6055 |
50 |
1024 |
False |
2,607 ± 592 / 680 ± 208 |
4.03 |
3.82 |
4.16 |
4.11 |
12.95 ± 3.80 / 11.68 ± 2.31 |
27.68 ± 3.64 / 46.61 ± 4.11 |
1.65 ± 1.96 / 47.94 ± 2.55 |
38.60 ± 0.65 / 47.40 ± 0.64 |
63.32 ± 0.32 / 16.03 ± 0.49 |
4.49 ± 1.44 / 27.32 ± 0.89 |
12.81 ± 4.57 / 37.83 ± 2.98 |
-0.68 ± 1.31 / 25.00 ± 0.79 |
23.82 ± 4.25 / 22.08 ± 2.50 |
26.04 ± 6.38 / 24.47 ± 3.69 |
32.60 ± 1.84 / 47.47 ± 3.33 |
58.08 ± 0.42 / 11.74 ± 0.50 |
0.34 ± 1.43 / 44.47 ± 2.44 |
2.26 ± 2.27 / 45.41 ± 3.25 |
21.33 ± 0.98 / 42.76 ± 1.02 |
2.13 ± 1.32 / 26.30 ± 1.12 |
1.87 ± 1.34 / 25.87 ± 0.75 |
13.28 ± 4.32 / 13.40 ± 2.95 |
60.17 ± 8.39 / 65.99 ± 4.66 |
1.52 ± 1.94 / 45.19 ± 3.80 |
37.23 ± 1.07 / 46.83 ± 0.82 |
46.68 ± 0.33 / 12.40 ± 0.17 |
-0.03 ± 1.31 / 23.73 ± 1.11 |
0.02 ± 0.88 / 25.04 ± 0.61 |
9.3.1 |
10.0.1 |
10.0.1 |
12.4.0 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.2 |
10.0.1 |
12.4.0 |
10.0.1 |
10.0.1 |
12.4.0 |
10.0.1 |
10.0.1 |
9.3.1 |
10.0.1 |
10.0.1 |
12.4.0 |
12.4.0 |
10.0.1 |
10.0.1 |
AI-Sweden-Models/gpt-sw3-356m (few-shot) |
471 |
64 |
2048 |
True |
5,758 ± 1,348 / 1,215 ± 391 |
4.10 |
3.97 |
4.20 |
4.13 |
16.13 ± 4.02 / 14.90 ± 3.13 |
27.61 ± 2.14 / 39.77 ± 1.85 |
1.96 ± 2.25 / 38.40 ± 2.99 |
34.79 ± 1.52 / 39.67 ± 1.69 |
59.05 ± 1.42 / 12.41 ± 1.13 |
1.00 ± 1.72 / 23.91 ± 0.88 |
4.85 ± 3.16 / 36.78 ± 1.41 |
0.28 ± 0.38 / 25.19 ± 0.78 |
27.37 ± 4.07 / 27.94 ± 4.04 |
31.22 ± 3.87 / 31.39 ± 3.99 |
34.21 ± 1.63 / 47.17 ± 2.76 |
54.28 ± 2.37 / 8.28 ± 0.99 |
0.92 ± 1.55 / 40.71 ± 2.58 |
1.25 ± 2.30 / 43.49 ± 3.20 |
18.52 ± 2.78 / 32.10 ± 4.23 |
0.33 ± 1.29 / 22.37 ± 1.03 |
0.11 ± 1.10 / 24.94 ± 0.94 |
23.77 ± 3.70 / 23.06 ± 3.46 |
34.29 ± 11.64 / 36.76 ± 7.46 |
1.57 ± 1.70 / 40.84 ± 1.99 |
33.70 ± 1.46 / 38.82 ± 1.54 |
51.36 ± 2.01 / 10.76 ± 0.54 |
-0.96 ± 1.08 / 21.85 ± 0.45 |
0.30 ± 0.48 / 25.10 ± 0.69 |
9.3.1 |
9.3.1 |
9.3.2 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.2 |
9.3.1 |
9.3.1 |
9.3.1 |
11.0.0 |
9.3.2 |
9.3.2 |
12.5.1 |
9.3.2 |
9.3.2 |
9.3.1 |
9.3.1 |
9.3.2 |
12.5.1 |
11.0.0 |
9.3.2 |
9.3.2 |
ibm-granite/granite-3.0-1b-a400m-base (few-shot) |
1385 |
49 |
4096 |
True |
7,808 ± 2,183 / 1,289 ± 428 |
4.13 |
4.02 |
4.42 |
3.96 |
16.82 ± 3.53 / 14.28 ± 3.01 |
17.52 ± 2.86 / 27.96 ± 2.94 |
1.53 ± 2.06 / 36.59 ± 3.39 |
40.21 ± 1.57 / 44.65 ± 1.79 |
60.13 ± 0.88 / 11.98 ± 0.53 |
0.29 ± 0.73 / 24.16 ± 0.72 |
0.55 ± 2.81 / 35.78 ± 1.38 |
-0.21 ± 0.87 / 25.02 ± 0.65 |
31.16 ± 1.45 / 30.20 ± 1.07 |
29.73 ± 2.46 / 28.89 ± 2.68 |
17.59 ± 2.80 / 35.34 ± 4.36 |
55.43 ± 1.50 / 8.39 ± 0.75 |
1.07 ± 1.90 / 44.05 ± 3.72 |
1.59 ± 1.56 / 41.39 ± 3.86 |
6.92 ± 0.87 / 14.48 ± 2.08 |
0.05 ± 1.23 / 22.29 ± 0.77 |
-0.10 ± 0.12 / 24.90 ± 0.84 |
23.26 ± 5.42 / 20.21 ± 4.72 |
55.06 ± 5.28 / 50.38 ± 3.13 |
1.81 ± 2.14 / 40.07 ± 4.45 |
35.49 ± 2.28 / 39.42 ± 2.19 |
54.80 ± 1.73 / 11.88 ± 0.60 |
-1.51 ± 0.67 / 21.83 ± 0.42 |
0.41 ± 0.57 / 25.25 ± 0.69 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
allenai/OLMo-7B (few-shot) |
6888 |
50 |
2051 |
True |
5,403 ± 1,133 / 1,294 ± 423 |
4.16 |
3.98 |
4.60 |
3.90 |
26.76 ± 3.11 / 19.46 ± 2.38 |
30.76 ± 4.38 / 44.83 ± 4.36 |
0.55 ± 1.73 / 39.40 ± 4.57 |
45.65 ± 1.22 / 52.49 ± 1.01 |
50.86 ± 0.68 / 9.46 ± 0.54 |
0.26 ± 1.33 / 23.32 ± 0.83 |
6.94 ± 1.82 / 37.66 ± 1.18 |
-0.11 ± 0.71 / 24.99 ± 0.40 |
34.42 ± 3.22 / 27.79 ± 2.40 |
35.17 ± 4.05 / 30.70 ± 3.37 |
21.46 ± 5.63 / 38.36 ± 6.18 |
45.34 ± 0.64 / 5.61 ± 0.21 |
0.34 ± 1.25 / 33.60 ± 0.50 |
0.26 ± 0.58 / 34.69 ± 3.11 |
0.12 ± 0.04 / 9.85 ± 0.17 |
2.61 ± 1.38 / 27.69 ± 0.74 |
0.96 ± 1.02 / 25.05 ± 0.84 |
37.36 ± 2.11 / 28.59 ± 3.03 |
72.08 ± 1.20 / 63.52 ± 3.36 |
-0.86 ± 1.61 / 33.84 ± 0.59 |
45.16 ± 0.96 / 51.46 ± 0.93 |
41.03 ± 0.33 / 4.86 ± 0.09 |
-0.83 ± 1.04 / 25.47 ± 0.54 |
-0.62 ± 0.73 / 24.51 ± 0.53 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
mhenrichsen/danskgpt-tiny (few-shot) |
1100 |
32 |
2048 |
True |
8,597 ± 1,983 / 1,926 ± 600 |
4.21 |
3.98 |
4.45 |
4.19 |
14.13 ± 3.50 / 12.15 ± 3.14 |
26.31 ± 5.33 / 44.07 ± 6.36 |
-0.54 ± 1.46 / 44.56 ± 3.34 |
32.12 ± 1.62 / 38.99 ± 1.42 |
62.61 ± 0.99 / 15.12 ± 0.59 |
-2.76 ± 1.71 / 22.41 ± 1.17 |
5.08 ± 2.61 / 35.14 ± 1.72 |
-0.70 ± 0.94 / 24.83 ± 0.59 |
27.37 ± 6.89 / 27.19 ± 7.19 |
27.59 ± 6.34 / 28.03 ± 6.94 |
18.09 ± 6.14 / 31.83 ± 6.77 |
56.77 ± 2.04 / 9.18 ± 1.21 |
-0.19 ± 1.93 / 41.38 ± 3.18 |
-0.80 ± 0.89 / 40.66 ± 3.78 |
5.84 ± 1.36 / 16.14 ± 2.48 |
-0.50 ± 1.10 / 23.75 ± 0.96 |
0.07 ± 1.21 / 25.26 ± 0.95 |
23.92 ± 6.88 / 22.42 ± 6.73 |
31.93 ± 14.68 / 43.80 ± 8.79 |
0.46 ± 1.91 / 43.45 ± 3.64 |
30.81 ± 2.73 / 35.67 ± 2.95 |
52.68 ± 0.76 / 11.19 ± 0.36 |
-0.85 ± 1.05 / 24.38 ± 0.51 |
-1.24 ± 0.90 / 24.30 ± 0.63 |
0.0.0 |
0.0.0 |
0.0.0 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
11.0.0 |
0.0.0 |
0.0.0 |
12.5.1 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
12.5.1 |
11.0.0 |
0.0.0 |
0.0.0 |
RuterNorway/Llama-2-7b-chat-norwegian (few-shot) |
unknown |
32 |
4096 |
False |
10,890 ± 2,686 / 2,186 ± 750 |
4.27 |
4.35 |
4.45 |
4.00 |
10.12 ± 1.24 / 9.84 ± 1.12 |
10.65 ± 3.65 / 28.33 ± 5.27 |
-0.66 ± 1.24 / 33.61 ± 0.26 |
26.08 ± 3.96 / 28.87 ± 4.21 |
56.92 ± 0.98 / 8.57 ± 0.76 |
0.10 ± 1.50 / 26.50 ± 1.00 |
4.29 ± 5.87 / 35.00 ± 1.75 |
-0.88 ± 1.17 / 24.43 ± 0.74 |
21.04 ± 2.63 / 20.44 ± 2.47 |
18.71 ± 2.67 / 19.91 ± 2.89 |
12.22 ± 1.17 / 23.50 ± 3.03 |
53.49 ± 5.64 / 9.38 ± 1.34 |
-1.18 ± 1.40 / 35.70 ± 2.67 |
0.36 ± 1.28 / 37.66 ± 4.07 |
26.86 ± 1.65 / 50.11 ± 1.80 |
0.21 ± 0.83 / 26.88 ± 1.44 |
-0.30 ± 1.13 / 24.48 ± 0.70 |
22.38 ± 3.00 / 22.09 ± 2.85 |
31.11 ± 12.17 / 36.84 ± 11.52 |
0.09 ± 0.67 / 33.42 ± 0.30 |
44.36 ± 1.34 / 50.14 ± 1.15 |
55.44 ± 0.79 / 12.95 ± 0.51 |
1.12 ± 0.42 / 25.27 ± 0.68 |
-0.91 ± 0.96 / 24.26 ± 0.64 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
11.0.0 |
9.3.1 |
9.3.1 |
12.5.2 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
11.0.0 |
9.3.1 |
9.3.1 |
Qwen/Qwen1.5-0.5B (few-shot) |
620 |
152 |
32768 |
True |
11,371 ± 2,924 / 2,122 ± 692 |
4.29 |
4.19 |
4.59 |
4.08 |
19.01 ± 1.91 / 17.08 ± 1.83 |
8.88 ± 1.86 / 24.27 ± 2.45 |
0.66 ± 1.41 / 37.98 ± 4.14 |
32.78 ± 2.33 / 38.31 ± 2.81 |
55.57 ± 1.04 / 8.04 ± 0.82 |
7.21 ± 1.78 / 29.73 ± 1.08 |
16.56 ± 3.13 / 42.30 ± 1.26 |
0.62 ± 1.30 / 25.65 ± 0.72 |
34.46 ± 2.01 / 33.09 ± 2.32 |
33.41 ± 2.21 / 33.91 ± 2.33 |
6.31 ± 3.46 / 20.67 ± 2.69 |
49.88 ± 3.11 / 5.75 ± 0.88 |
-1.59 ± 1.08 / 36.27 ± 3.71 |
0.61 ± 1.41 / 38.84 ± 5.10 |
5.95 ± 1.53 / 16.20 ± 1.93 |
2.81 ± 1.18 / 25.21 ± 0.98 |
2.92 ± 0.88 / 26.67 ± 0.60 |
28.96 ± 2.39 / 26.49 ± 3.14 |
26.58 ± 5.12 / 28.64 ± 5.35 |
-1.88 ± 1.46 / 35.45 ± 2.92 |
34.59 ± 1.06 / 40.95 ± 1.11 |
53.36 ± 1.44 / 12.82 ± 0.58 |
6.52 ± 1.02 / 28.83 ± 0.78 |
1.91 ± 1.30 / 26.10 ± 0.65 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
allenai/OLMo-7B-Twin-2T (few-shot) |
6888 |
50 |
2051 |
True |
5,484 ± 1,125 / 1,317 ± 425 |
4.32 |
4.18 |
4.78 |
4.01 |
7.52 ± 3.92 / 6.60 ± 2.84 |
18.30 ± 3.89 / 27.62 ± 5.78 |
3.23 ± 1.94 / 45.74 ± 3.06 |
46.35 ± 1.42 / 51.37 ± 1.43 |
53.01 ± 1.10 / 10.72 ± 0.80 |
2.17 ± 1.53 / 23.73 ± 0.99 |
0.22 ± 2.74 / 35.08 ± 1.48 |
-0.65 ± 1.58 / 24.75 ± 1.03 |
9.06 ± 6.86 / 8.39 ± 6.41 |
17.16 ± 6.21 / 16.00 ± 5.94 |
25.52 ± 3.72 / 41.44 ± 4.44 |
40.94 ± 0.78 / 5.09 ± 0.25 |
0.68 ± 1.54 / 45.09 ± 2.63 |
0.17 ± 2.27 / 42.02 ± 4.30 |
0.46 ± 0.07 / 6.96 ± 0.13 |
2.43 ± 1.10 / 24.94 ± 0.98 |
2.35 ± 0.86 / 26.35 ± 0.78 |
20.49 ± 7.78 / 19.50 ± 6.82 |
70.04 ± 2.28 / 60.77 ± 3.00 |
2.28 ± 1.77 / 36.86 ± 3.97 |
45.85 ± 1.19 / 51.08 ± 1.21 |
39.53 ± 0.34 / 5.71 ± 0.10 |
0.69 ± 0.90 / 24.20 ± 0.89 |
0.12 ± 1.51 / 24.97 ± 1.28 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
AI-Sweden-Models/gpt-sw3-126m-instruct (few-shot) |
186 |
64 |
2048 |
True |
7,717 ± 1,553 / 2,013 ± 625 |
4.36 |
4.28 |
4.51 |
4.28 |
13.98 ± 1.54 / 13.46 ± 1.42 |
6.37 ± 3.38 / 25.43 ± 4.09 |
0.41 ± 0.80 / 33.31 ± 0.24 |
20.46 ± 2.90 / 24.27 ± 3.23 |
60.87 ± 0.92 / 12.82 ± 1.14 |
0.53 ± 1.10 / 24.39 ± 0.85 |
4.72 ± 3.89 / 35.76 ± 1.86 |
-0.07 ± 0.75 / 24.90 ± 0.90 |
27.66 ± 2.00 / 28.61 ± 2.15 |
30.88 ± 2.13 / 31.97 ± 2.10 |
5.13 ± 3.33 / 20.41 ± 3.12 |
58.91 ± 0.95 / 9.74 ± 0.45 |
0.00 ± 0.00 / 33.25 ± 0.30 |
0.00 ± 0.00 / 32.79 ± 0.34 |
7.55 ± 1.17 / 15.63 ± 2.64 |
-0.68 ± 1.27 / 22.92 ± 0.65 |
0.32 ± 0.59 / 25.12 ± 0.69 |
23.05 ± 2.31 / 24.35 ± 1.99 |
12.47 ± 7.10 / 23.03 ± 8.78 |
0.08 ± 0.16 / 33.34 ± 0.30 |
20.43 ± 2.69 / 24.25 ± 2.67 |
59.80 ± 0.93 / 14.56 ± 0.36 |
0.72 ± 0.72 / 23.30 ± 0.96 |
0.11 ± 0.91 / 25.15 ± 0.81 |
11.0.0 |
9.3.2 |
11.0.0 |
12.4.0 |
12.6.1 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
11.0.0 |
9.3.2 |
12.4.0 |
11.0.0 |
11.0.0 |
12.4.0 |
11.0.0 |
11.0.0 |
9.3.2 |
9.3.2 |
11.0.0 |
12.4.0 |
12.4.0 |
11.0.0 |
11.0.0 |
HuggingFaceTB/SmolLM2-360M (few-shot) |
362 |
49 |
8192 |
True |
22,023 ± 6,203 / 3,675 ± 1,231 |
4.53 |
4.39 |
4.74 |
4.46 |
12.68 ± 1.39 / 12.32 ± 1.19 |
3.61 ± 2.69 / 19.01 ± 3.95 |
1.79 ± 0.97 / 36.23 ± 3.19 |
28.12 ± 3.14 / 32.48 ± 3.57 |
56.85 ± 1.37 / 10.17 ± 1.17 |
-0.03 ± 0.59 / 23.99 ± 0.76 |
6.03 ± 3.05 / 37.58 ± 1.59 |
0.20 ± 0.86 / 25.12 ± 0.70 |
26.60 ± 1.99 / 23.60 ± 2.05 |
23.70 ± 1.58 / 23.04 ± 2.17 |
6.21 ± 2.55 / 23.74 ± 3.28 |
48.59 ± 1.59 / 6.80 ± 0.45 |
-0.39 ± 0.76 / 33.40 ± 0.31 |
0.21 ± 0.41 / 35.33 ± 3.02 |
4.65 ± 1.00 / 10.23 ± 1.68 |
-1.13 ± 0.96 / 21.80 ± 0.52 |
-0.51 ± 0.40 / 24.82 ± 0.86 |
18.22 ± 1.75 / 17.97 ± 2.10 |
11.52 ± 7.20 / 29.30 ± 5.30 |
1.72 ± 1.21 / 34.96 ± 1.12 |
27.27 ± 3.03 / 31.25 ± 3.24 |
45.57 ± 0.97 / 9.20 ± 0.68 |
0.69 ± 0.65 / 22.10 ± 0.54 |
0.68 ± 0.79 / 25.25 ± 0.76 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
Qwen/Qwen1.5-0.5B-Chat (few-shot) |
620 |
152 |
32768 |
False |
11,740 ± 3,000 / 2,209 ± 721 |
4.54 |
4.12 |
5.38 |
4.12 |
17.38 ± 2.04 / 15.74 ± 1.99 |
10.72 ± 3.35 / 25.21 ± 3.80 |
1.32 ± 1.08 / 42.05 ± 3.69 |
34.58 ± 0.97 / 40.37 ± 1.02 |
55.87 ± 5.22 / 11.87 ± 1.03 |
4.56 ± 1.88 / 25.87 ± 1.72 |
22.41 ± 3.16 / 42.73 ± 0.96 |
1.71 ± 0.99 / 25.84 ± 0.79 |
29.52 ± 1.48 / 29.79 ± 1.62 |
31.27 ± 1.30 / 31.91 ± 1.31 |
11.49 ± 1.38 / 27.12 ± 1.98 |
9.92 ± 8.37 / 1.42 ± 1.14 |
0.29 ± 1.58 / 40.21 ± 4.22 |
-0.12 ± 1.48 / 39.92 ± 3.90 |
7.80 ± 1.19 / 17.09 ± 2.72 |
0.29 ± 1.08 / 24.63 ± 0.79 |
0.49 ± 1.19 / 24.95 ± 0.86 |
18.57 ± 4.62 / 17.69 ± 4.61 |
40.23 ± 5.86 / 49.01 ± 4.77 |
0.21 ± 1.06 / 39.60 ± 3.61 |
29.49 ± 2.47 / 35.01 ± 2.72 |
53.29 ± 6.52 / 13.04 ± 1.68 |
2.59 ± 0.72 / 26.87 ± 0.72 |
-0.84 ± 1.01 / 24.44 ± 0.61 |
12.5.2 |
11.0.0 |
12.1.0 |
12.4.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
11.0.0 |
12.5.0 |
12.1.0 |
12.1.0 |
12.4.0 |
12.1.0 |
12.1.0 |
12.5.2 |
11.0.0 |
12.1.0 |
12.4.0 |
12.5.0 |
12.1.0 |
12.1.0 |
allenai/OLMo-1B (few-shot) |
1177 |
50 |
2051 |
True |
8,536 ± 1,926 / 1,940 ± 619 |
4.58 |
4.52 |
4.86 |
4.35 |
13.39 ± 2.60 / 12.39 ± 2.46 |
17.94 ± 5.58 / 32.80 ± 3.63 |
-2.02 ± 2.28 / 40.63 ± 4.12 |
23.65 ± 2.96 / 26.24 ± 3.20 |
48.87 ± 1.42 / 5.39 ± 0.62 |
-0.33 ± 0.61 / 23.91 ± 0.71 |
0.05 ± 2.96 / 34.67 ± 1.78 |
-0.08 ± 0.81 / 25.21 ± 0.56 |
30.79 ± 1.95 / 32.18 ± 1.98 |
31.12 ± 2.36 / 33.10 ± 2.68 |
9.95 ± 3.92 / 29.01 ± 2.80 |
40.45 ± 0.43 / 4.00 ± 0.12 |
-0.95 ± 1.87 / 39.37 ± 3.33 |
-0.04 ± 1.73 / 42.36 ± 4.61 |
0.00 ± 0.00 / 3.06 ± 0.05 |
0.32 ± 1.03 / 24.22 ± 1.37 |
0.12 ± 0.91 / 24.92 ± 0.59 |
29.39 ± 3.08 / 29.93 ± 3.14 |
38.95 ± 11.78 / 43.61 ± 8.46 |
-1.35 ± 1.76 / 40.70 ± 4.25 |
17.85 ± 3.77 / 20.30 ± 4.04 |
43.75 ± 0.28 / 4.67 ± 0.12 |
-0.22 ± 0.80 / 23.76 ± 0.84 |
0.75 ± 1.00 / 25.27 ± 0.56 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.6.1 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
12.1.0 |
HuggingFaceTB/SmolLM2-360M-Instruct (few-shot) |
362 |
49 |
8192 |
True |
21,777 ± 6,115 / 3,617 ± 1,211 |
4.64 |
4.46 |
4.76 |
4.71 |
8.97 ± 3.18 / 8.62 ± 2.72 |
2.66 ± 2.70 / 16.29 ± 2.34 |
1.65 ± 1.38 / 44.50 ± 3.21 |
24.92 ± 1.68 / 28.73 ± 1.90 |
55.39 ± 0.68 / 10.01 ± 0.63 |
0.28 ± 0.93 / 23.92 ± 0.72 |
3.55 ± 3.45 / 35.45 ± 1.54 |
-0.41 ± 1.41 / 25.02 ± 0.71 |
20.37 ± 5.55 / 21.57 ± 3.57 |
21.27 ± 5.10 / 22.34 ± 4.41 |
7.60 ± 2.24 / 26.47 ± 2.89 |
49.27 ± 1.15 / 7.39 ± 0.36 |
1.31 ± 1.92 / 45.75 ± 3.36 |
0.51 ± 1.81 / 38.71 ± 2.95 |
4.80 ± 1.18 / 10.53 ± 2.12 |
-0.90 ± 0.97 / 21.85 ± 0.55 |
-1.00 ± 0.70 / 24.21 ± 0.55 |
13.64 ± 5.84 / 16.38 ± 4.06 |
9.34 ± 6.26 / 26.00 ± 3.56 |
2.20 ± 1.59 / 41.62 ± 3.37 |
26.06 ± 2.35 / 30.05 ± 2.29 |
37.49 ± 0.77 / 9.36 ± 0.25 |
-0.00 ± 0.96 / 22.03 ± 0.45 |
0.78 ± 1.51 / 25.50 ± 0.87 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
NorwAI/NorwAI-Mistral-7B-pretrain (few-shot) |
7537 |
68 |
4096 |
True |
3,024 ± 496 / 909 ± 301 |
4.64 |
4.51 |
4.79 |
4.61 |
12.82 ± 2.64 / 12.37 ± 1.95 |
3.55 ± 3.64 / 22.75 ± 4.02 |
0.68 ± 1.41 / 35.13 ± 0.98 |
19.85 ± 1.75 / 24.31 ± 1.88 |
55.58 ± 0.58 / 10.39 ± 0.63 |
-0.11 ± 1.59 / 25.69 ± 0.65 |
-2.13 ± 4.41 / 33.89 ± 3.03 |
0.88 ± 0.62 / 25.49 ± 0.74 |
12.77 ± 3.48 / 14.13 ± 3.09 |
10.51 ± 3.44 / 9.95 ± 3.51 |
8.70 ± 4.43 / 25.39 ± 3.30 |
49.76 ± 2.04 / 6.51 ± 0.86 |
0.00 ± 1.60 / 38.54 ± 3.41 |
0.82 ± 1.39 / 37.77 ± 4.45 |
1.85 ± 0.82 / 10.19 ± 1.99 |
-2.42 ± 1.29 / 21.73 ± 0.58 |
1.23 ± 1.22 / 25.06 ± 0.70 |
9.75 ± 3.30 / 9.18 ± 3.19 |
17.76 ± 4.89 / 28.16 ± 7.50 |
1.22 ± 0.95 / 43.54 ± 3.79 |
14.98 ± 2.49 / 18.46 ± 2.99 |
48.74 ± 1.72 / 10.30 ± 0.36 |
-0.62 ± 1.15 / 22.04 ± 0.67 |
0.99 ± 1.35 / 25.36 ± 0.92 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
HuggingFaceTB/SmolLM2-135M (few-shot) |
135 |
49 |
8192 |
True |
26,346 ± 7,812 / 4,082 ± 1,372 |
4.66 |
4.72 |
4.67 |
4.59 |
13.72 ± 1.83 / 13.41 ± 1.52 |
3.79 ± 3.11 / 21.06 ± 4.74 |
-0.45 ± 0.70 / 39.69 ± 4.95 |
14.69 ± 2.86 / 17.28 ± 3.01 |
47.44 ± 1.55 / 6.04 ± 0.58 |
-0.58 ± 2.44 / 25.72 ± 1.40 |
10.99 ± 5.42 / 38.26 ± 1.92 |
-0.51 ± 1.30 / 24.79 ± 0.70 |
24.37 ± 2.17 / 26.91 ± 2.28 |
24.69 ± 1.85 / 27.60 ± 2.48 |
8.84 ± 4.19 / 29.74 ± 3.45 |
53.61 ± 2.33 / 6.64 ± 0.79 |
-1.20 ± 1.10 / 36.09 ± 3.06 |
-0.50 ± 1.21 / 36.68 ± 3.16 |
0.16 ± 0.13 / 2.31 ± 0.44 |
-0.81 ± 0.69 / 24.67 ± 1.24 |
-0.71 ± 1.01 / 24.42 ± 0.63 |
19.15 ± 1.75 / 20.52 ± 1.77 |
-3.03 ± 7.40 / 24.39 ± 3.87 |
0.06 ± 1.12 / 36.05 ± 2.59 |
14.18 ± 3.82 / 16.55 ± 4.25 |
51.51 ± 1.96 / 11.46 ± 0.73 |
0.02 ± 1.30 / 25.25 ± 0.94 |
0.04 ± 0.79 / 24.92 ± 0.73 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
RJuro/kanelsnegl-v0.1 (few-shot) |
7242 |
32 |
512 |
True |
5,847 ± 1,029 / 1,640 ± 525 |
4.66 |
4.60 |
4.84 |
4.54 |
0.00 ± 0.00 / 0.00 ± 0.00 |
13.00 ± 4.17 / 24.41 ± 3.12 |
0.00 ± 0.00 / 33.25 ± 0.23 |
0.00 ± 0.00 / 12.39 ± 1.52 |
61.25 ± 0.17 / 12.03 ± 0.21 |
0.00 ± 0.00 / 24.00 ± 0.73 |
0.00 ± 0.00 / 35.86 ± 1.26 |
0.04 ± 0.14 / 25.18 ± 0.77 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.95 ± 0.80 / 9.68 ± 0.28 |
59.32 ± 0.11 / 9.47 ± 0.12 |
0.00 ± 0.00 / 33.25 ± 0.30 |
0.00 ± 0.00 / 32.79 ± 0.34 |
0.00 ± 0.00 / 33.45 ± 0.27 |
0.18 ± 0.35 / 21.91 ± 0.52 |
0.30 ± 0.40 / 25.03 ± 0.88 |
0.00 ± 0.00 / 0.00 ± 0.00 |
34.63 ± 9.69 / 40.92 ± 6.88 |
0.00 ± 0.00 / 33.30 ± 0.27 |
0.00 ± 0.00 / 8.92 ± 2.90 |
59.04 ± 0.07 / 10.84 ± 0.09 |
-0.25 ± 0.97 / 21.96 ± 0.57 |
0.08 ± 0.78 / 24.93 ± 0.77 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
11.0.0 |
9.3.1 |
9.3.1 |
12.5.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
11.0.0 |
9.3.1 |
9.3.1 |
AI-Sweden-Models/gpt-sw3-126m (few-shot) |
186 |
64 |
2048 |
True |
8,958 ± 1,815 / 2,240 ± 696 |
4.68 |
4.60 |
4.83 |
4.61 |
3.43 ± 2.66 / 5.56 ± 1.90 |
9.18 ± 4.25 / 26.36 ± 3.94 |
-0.22 ± 1.53 / 34.20 ± 0.84 |
16.64 ± 3.32 / 19.46 ± 3.63 |
52.34 ± 1.60 / 8.84 ± 0.78 |
-0.58 ± 0.97 / 24.00 ± 0.77 |
5.18 ± 4.75 / 36.68 ± 2.20 |
-1.28 ± 0.99 / 24.75 ± 0.93 |
13.55 ± 6.73 / 15.90 ± 5.66 |
9.38 ± 4.88 / 11.18 ± 4.52 |
7.78 ± 3.76 / 21.70 ± 5.02 |
51.68 ± 2.20 / 7.39 ± 0.89 |
-1.46 ± 1.07 / 43.30 ± 2.30 |
-2.97 ± 1.29 / 44.41 ± 3.18 |
2.32 ± 0.68 / 6.65 ± 1.90 |
0.39 ± 1.28 / 23.22 ± 0.56 |
-0.80 ± 0.71 / 24.77 ± 0.62 |
5.66 ± 4.11 / 8.37 ± 3.24 |
8.15 ± 8.87 / 24.31 ± 7.12 |
-0.81 ± 1.16 / 36.81 ± 2.47 |
16.40 ± 2.88 / 19.18 ± 3.18 |
51.48 ± 1.14 / 10.63 ± 0.31 |
-0.49 ± 0.60 / 22.53 ± 0.75 |
1.17 ± 0.86 / 25.54 ± 0.87 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
11.0.0 |
9.2.0 |
9.2.0 |
12.5.1 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
11.0.0 |
9.2.0 |
9.2.0 |
HuggingFaceTB/SmolLM2-135M-Instruct (few-shot) |
135 |
49 |
8192 |
True |
25,602 ± 7,583 / 3,953 ± 1,325 |
4.69 |
4.51 |
4.75 |
4.80 |
12.11 ± 1.07 / 11.48 ± 1.07 |
2.61 ± 3.22 / 18.95 ± 3.93 |
0.25 ± 1.87 / 39.65 ± 4.00 |
14.02 ± 2.56 / 16.74 ± 2.74 |
56.53 ± 0.95 / 8.45 ± 0.77 |
1.05 ± 1.51 / 26.37 ± 0.83 |
10.81 ± 4.60 / 38.73 ± 1.77 |
-0.50 ± 0.85 / 24.15 ± 0.67 |
20.89 ± 2.55 / 22.28 ± 2.32 |
19.62 ± 1.91 / 21.82 ± 2.35 |
2.78 ± 4.25 / 26.17 ± 3.37 |
53.93 ± 2.39 / 6.60 ± 0.99 |
-0.98 ± 1.80 / 40.63 ± 4.03 |
0.93 ± 2.26 / 40.91 ± 4.95 |
0.15 ± 0.13 / 2.19 ± 0.57 |
-0.48 ± 1.78 / 25.53 ± 1.87 |
-0.53 ± 0.95 / 24.68 ± 0.62 |
17.09 ± 2.33 / 18.78 ± 2.11 |
7.41 ± 9.32 / 28.42 ± 3.18 |
0.47 ± 1.48 / 38.19 ± 3.61 |
11.73 ± 3.22 / 13.94 ± 3.48 |
38.30 ± 1.88 / 8.09 ± 0.47 |
0.30 ± 0.87 / 25.76 ± 0.77 |
0.06 ± 1.19 / 24.33 ± 0.53 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
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 |
4.70 |
4.66 |
4.83 |
4.60 |
0.00 ± 0.00 / 0.00 ± 0.00 |
4.81 ± 2.69 / 19.31 ± 1.01 |
0.00 ± 0.00 / 33.25 ± 0.23 |
0.00 ± 0.00 / 30.05 ± 4.99 |
61.06 ± 0.14 / 12.02 ± 0.15 |
0.00 ± 0.00 / 24.00 ± 0.73 |
0.00 ± 0.00 / 35.86 ± 1.26 |
0.15 ± 0.64 / 25.21 ± 0.79 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 0.00 ± 0.00 |
1.27 ± 1.21 / 9.77 ± 0.51 |
59.10 ± 0.12 / 9.14 ± 0.11 |
0.00 ± 0.00 / 33.25 ± 0.30 |
0.00 ± 0.00 / 32.79 ± 0.34 |
0.00 ± 0.00 / 32.25 ± 0.29 |
0.83 ± 0.90 / 21.96 ± 0.50 |
0.09 ± 0.50 / 25.03 ± 0.89 |
0.00 ± 0.00 / 0.00 ± 0.00 |
28.62 ± 12.67 / 35.36 ± 8.35 |
0.00 ± 0.00 / 33.30 ± 0.27 |
0.00 ± 0.00 / 19.59 ± 6.84 |
58.16 ± 0.07 / 8.81 ± 0.07 |
0.47 ± 0.86 / 22.03 ± 0.59 |
0.71 ± 0.64 / 25.02 ± 0.72 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
11.0.0 |
10.0.1 |
11.0.0 |
NbAiLab/nb-gpt-j-6B-v2 (few-shot) |
6051 |
50 |
1024 |
False |
2,556 ± 580 / 681 ± 214 |
4.77 |
4.55 |
4.83 |
4.94 |
0.24 ± 0.25 / 0.25 ± 0.21 |
27.80 ± 6.39 / 43.80 ± 5.16 |
0.56 ± 0.51 / 34.04 ± 1.28 |
6.84 ± 6.83 / 21.33 ± 6.27 |
53.76 ± 0.47 / 11.17 ± 0.49 |
-1.83 ± 1.68 / 23.94 ± 1.25 |
0.99 ± 3.76 / 34.10 ± 2.62 |
-0.48 ± 0.94 / 24.73 ± 0.61 |
5.29 ± 4.68 / 4.93 ± 4.38 |
6.77 ± 6.18 / 6.78 ± 5.66 |
20.84 ± 6.06 / 35.78 ± 5.94 |
44.23 ± 0.84 / 6.81 ± 0.16 |
0.45 ± 1.09 / 34.65 ± 1.93 |
0.48 ± 0.66 / 32.86 ± 0.34 |
2.43 ± 0.61 / 22.78 ± 2.29 |
0.17 ± 1.46 / 24.43 ± 1.54 |
-0.49 ± 0.65 / 24.19 ± 0.56 |
0.31 ± 0.55 / 0.29 ± 0.50 |
27.42 ± 12.16 / 38.74 ± 10.05 |
0.07 ± 1.06 / 35.80 ± 1.73 |
17.82 ± 11.21 / 31.12 ± 8.39 |
27.09 ± 0.29 / 6.80 ± 0.12 |
-0.67 ± 0.81 / 22.55 ± 0.71 |
0.86 ± 0.82 / 25.38 ± 0.51 |
9.3.1 |
10.0.1 |
11.0.0 |
12.5.1 |
12.6.1 |
11.0.0 |
11.0.0 |
11.0.0 |
9.3.1 |
9.3.1 |
10.0.1 |
11.0.0 |
11.0.0 |
11.0.0 |
12.5.1 |
11.0.0 |
11.0.0 |
9.3.1 |
10.0.1 |
11.0.0 |
12.5.1 |
11.0.0 |
11.0.0 |
11.0.0 |
NbAiLab/nb-gpt-j-6B@sharded (few-shot) |
unknown |
50 |
1024 |
True |
2,630 ± 605 / 684 ± 217 |
4.94 |
4.75 |
5.04 |
5.03 |
0.36 ± 0.40 / 1.82 ± 1.16 |
11.00 ± 7.09 / 26.09 ± 6.96 |
-0.11 ± 1.16 / 33.76 ± 0.86 |
5.15 ± 6.60 / 17.35 ± 5.86 |
51.83 ± 0.77 / 10.14 ± 0.49 |
-0.96 ± 1.47 / 23.86 ± 1.33 |
3.51 ± 3.46 / 35.41 ± 2.22 |
0.73 ± 1.39 / 25.54 ± 1.00 |
0.22 ± 0.21 / 1.66 ± 1.38 |
0.24 ± 0.40 / 1.43 ± 1.97 |
20.64 ± 5.63 / 36.75 ± 3.29 |
38.55 ± 0.48 / 5.75 ± 0.20 |
-0.99 ± 0.88 / 33.37 ± 0.27 |
-0.15 ± 0.72 / 32.83 ± 0.34 |
0.53 ± 0.31 / 22.14 ± 2.25 |
0.63 ± 1.48 / 24.41 ± 1.24 |
-0.09 ± 0.80 / 24.42 ± 0.74 |
0.01 ± 0.02 / 0.11 ± 0.12 |
33.50 ± 13.13 / 39.30 ± 11.93 |
-0.02 ± 0.60 / 34.92 ± 2.99 |
4.79 ± 3.55 / 18.06 ± 2.80 |
26.97 ± 0.41 / 6.56 ± 0.18 |
-0.11 ± 1.16 / 23.32 ± 0.92 |
0.56 ± 1.22 / 24.79 ± 0.91 |
9.3.1 |
10.0.1 |
10.0.1 |
12.5.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
9.3.1 |
9.3.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
12.5.1 |
10.0.1 |
10.0.1 |
9.3.1 |
10.0.1 |
10.0.1 |
12.5.1 |
11.0.0 |
10.0.1 |
10.0.1 |
NorGLM/NorGPT-369M (few-shot) |
unknown |
64 |
1024 |
True |
19,896 ± 5,099 / 3,848 ± 1,251 |
4.98 |
4.81 |
5.06 |
5.06 |
1.13 ± 1.19 / 0.97 ± 1.03 |
2.06 ± 2.30 / 20.38 ± 2.71 |
-0.36 ± 0.97 / 41.52 ± 4.00 |
0.32 ± 0.12 / 4.20 ± 0.61 |
54.00 ± 0.80 / 9.08 ± 0.87 |
-2.57 ± 2.04 / 23.19 ± 1.37 |
3.26 ± 1.64 / 29.55 ± 2.52 |
-0.62 ± 0.87 / 24.55 ± 0.66 |
3.14 ± 2.12 / 2.91 ± 2.02 |
3.00 ± 1.58 / 2.65 ± 1.41 |
3.41 ± 2.11 / 14.87 ± 2.38 |
45.57 ± 1.88 / 4.96 ± 0.39 |
0.22 ± 0.42 / 33.42 ± 0.29 |
0.27 ± 0.79 / 38.20 ± 3.48 |
0.00 ± 0.00 / 2.27 ± 0.89 |
-0.45 ± 1.48 / 24.16 ± 1.48 |
-0.27 ± 0.89 / 24.77 ± 0.63 |
1.47 ± 1.90 / 1.32 ± 1.69 |
5.50 ± 4.49 / 28.77 ± 3.76 |
-2.19 ± 1.29 / 40.52 ± 3.02 |
0.10 ± 0.06 / 4.36 ± 0.44 |
37.40 ± 0.61 / 6.53 ± 0.13 |
-0.53 ± 1.01 / 24.38 ± 1.08 |
0.25 ± 1.22 / 25.23 ± 0.73 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
peter-sk/gpt-neox-da (few-shot) |
1515 |
50 |
1024 |
True |
6,025 ± 1,442 / 1,342 ± 431 |
5.03 |
4.93 |
5.18 |
4.97 |
0.64 ± 0.89 / 0.52 ± 0.69 |
-0.52 ± 1.72 / 28.55 ± 1.60 |
-0.02 ± 1.55 / 36.82 ± 2.52 |
0.48 ± 0.27 / 2.89 ± 0.53 |
50.23 ± 0.89 / 6.09 ± 0.27 |
0.90 ± 0.92 / 26.20 ± 1.02 |
4.10 ± 2.68 / 33.71 ± 1.88 |
0.04 ± 1.16 / 25.21 ± 0.48 |
0.29 ± 0.29 / 0.29 ± 0.27 |
0.25 ± 0.17 / 0.27 ± 0.21 |
-1.43 ± 1.45 / 20.90 ± 4.96 |
41.89 ± 1.40 / 3.46 ± 0.33 |
-0.42 ± 1.10 / 35.77 ± 3.09 |
1.11 ± 2.21 / 39.28 ± 4.12 |
0.00 ± 0.00 / 3.15 ± 0.55 |
0.69 ± 0.71 / 24.93 ± 0.99 |
0.55 ± 0.68 / 25.11 ± 0.43 |
0.26 ± 0.16 / 0.26 ± 0.14 |
4.75 ± 2.54 / 27.85 ± 1.59 |
-0.60 ± 1.56 / 40.53 ± 2.93 |
0.06 ± 0.09 / 1.07 ± 0.35 |
41.84 ± 0.24 / 5.74 ± 0.09 |
-0.41 ± 1.39 / 24.48 ± 0.97 |
0.52 ± 0.81 / 25.32 ± 0.65 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
12.6.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
11.0.0 |
10.0.1 |
10.0.1 |
ssmits/Falcon2-5.5B-multilingual (few-shot) |
5465 |
65 |
8192 |
True |
7,692 ± 1,423 / 1,960 ± 644 |
5.13 |
5.15 |
5.17 |
5.08 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 18.12 ± 0.19 |
0.00 ± 0.00 / 33.25 ± 0.23 |
0.02 ± 0.02 / 0.03 ± 0.03 |
42.82 ± 0.93 / 0.20 ± 0.02 |
4.55 ± 2.15 / 25.74 ± 1.15 |
-1.17 ± 3.12 / 34.84 ± 1.63 |
-1.26 ± 1.34 / 24.88 ± 0.69 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 9.59 ± 0.29 |
41.98 ± 0.64 / 0.21 ± 0.04 |
0.00 ± 0.00 / 33.25 ± 0.30 |
0.00 ± 0.00 / 32.79 ± 0.34 |
0.00 ± 0.00 / 0.09 ± 0.03 |
1.14 ± 1.04 / 24.51 ± 0.78 |
0.64 ± 1.18 / 24.68 ± 0.55 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 19.16 ± 0.14 |
0.00 ± 0.00 / 33.30 ± 0.27 |
0.00 ± 0.00 / 0.00 ± 0.00 |
40.82 ± 1.17 / 0.34 ± 0.05 |
1.19 ± 1.32 / 24.74 ± 1.06 |
1.55 ± 0.84 / 25.30 ± 0.69 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
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 |
1024 |
True |
11,734 ± 3,124 / 2,174 ± 720 |
5.24 |
5.23 |
5.30 |
5.18 |
0.65 ± 0.68 / 0.59 ± 0.63 |
2.61 ± 2.75 / 20.51 ± 2.48 |
-0.73 ± 1.72 / 41.15 ± 3.71 |
1.99 ± 1.69 / 2.68 ± 1.87 |
35.64 ± 4.11 / 4.70 ± 2.01 |
-0.61 ± 0.54 / 24.71 ± 1.18 |
6.94 ± 3.67 / 38.18 ± 1.72 |
-1.12 ± 0.87 / 24.71 ± 0.88 |
0.08 ± 0.16 / 0.07 ± 0.14 |
0.00 ± 0.00 / 0.00 ± 0.00 |
4.76 ± 1.84 / 16.95 ± 5.07 |
31.66 ± 0.51 / 0.93 ± 0.29 |
0.67 ± 1.94 / 40.42 ± 4.43 |
-0.88 ± 1.89 / 40.70 ± 4.30 |
0.00 ± 0.00 / 0.74 ± 0.05 |
0.72 ± 0.81 / 22.86 ± 0.63 |
-0.20 ± 1.06 / 24.94 ± 0.69 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 19.32 ± 0.16 |
0.49 ± 1.29 / 39.12 ± 3.92 |
6.24 ± 3.13 / 7.85 ± 3.67 |
31.89 ± 0.27 / 2.03 ± 0.10 |
-0.37 ± 1.08 / 22.43 ± 0.55 |
0.36 ± 0.83 / 25.08 ± 0.77 |
9.3.1 |
10.0.1 |
11.0.0 |
12.5.1 |
12.6.1 |
11.0.0 |
11.0.0 |
11.0.0 |
9.3.1 |
9.3.1 |
10.0.1 |
12.0.0 |
11.0.0 |
11.0.0 |
12.5.1 |
11.0.0 |
11.0.0 |
9.3.1 |
10.0.1 |
11.0.0 |
12.5.1 |
12.0.0 |
11.0.0 |
11.0.0 |
Sigurdur/icebreaker (few-shot) |
110 |
32 |
1024 |
False |
48,619 ± 7,681 / 13,831 ± 4,404 |
5.25 |
5.35 |
5.23 |
5.16 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 18.12 ± 0.19 |
0.00 ± 0.00 / 33.25 ± 0.23 |
0.00 ± 0.00 / 0.04 ± 0.01 |
37.85 ± 0.55 / 0.76 ± 0.08 |
0.26 ± 0.46 / 23.72 ± 0.47 |
-0.75 ± 1.90 / 34.96 ± 1.13 |
-0.88 ± 0.48 / 24.60 ± 0.50 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 9.59 ± 0.29 |
39.58 ± 0.08 / 0.78 ± 0.04 |
0.00 ± 0.00 / 33.25 ± 0.30 |
0.00 ± 0.00 / 32.79 ± 0.34 |
0.00 ± 0.00 / 0.47 ± 0.03 |
0.18 ± 0.69 / 22.92 ± 0.50 |
-0.09 ± 0.53 / 24.70 ± 0.47 |
0.00 ± 0.00 / 0.00 ± 0.00 |
-3.60 ± 3.63 / 20.29 ± 1.99 |
0.00 ± 0.00 / 33.30 ± 0.27 |
0.00 ± 0.00 / 0.05 ± 0.03 |
39.68 ± 0.08 / 1.23 ± 0.02 |
-0.20 ± 0.77 / 24.13 ± 0.67 |
-0.25 ± 0.67 / 24.68 ± 0.44 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |