| deepset/gbert-large |
337 |
31 |
512 |
True |
19,109 ± 3,442 / 4,438 ± 1,468 |
1.20 |
80.30 ± 0.94 / 79.06 ± 1.05 |
65.12 ± 1.34 / 76.67 ± 0.90 |
75.12 ± 1.07 / 87.22 ± 0.63 |
28.91 ± 1.58 / 56.61 ± 1.98 |
12.8.0 |
12.8.0 |
12.8.0 |
12.7.0 |
| google/rembert |
575 |
250 |
512 |
True |
11,736 ± 2,822 / 2,102 ± 677 |
1.36 |
77.62 ± 0.80 / 76.16 ± 0.79 |
60.65 ± 2.10 / 73.52 ± 1.58 |
62.60 ± 2.16 / 81.12 ± 1.14 |
33.62 ± 1.34 / 60.41 ± 1.36 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| FacebookAI/xlm-roberta-large |
561 |
250 |
512 |
True |
17,897 ± 3,921 / 3,463 ± 1,141 |
1.40 |
80.64 ± 0.81 / 80.03 ± 0.97 |
63.02 ± 1.62 / 75.25 ± 1.08 |
54.83 ± 9.12 / 76.02 ± 5.19 |
29.09 ± 1.00 / 55.68 ± 1.11 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| intfloat/multilingual-e5-large-instruct |
560 |
250 |
514 |
True |
5,947 ± 1,301 / 1,129 ± 374 |
1.51 |
79.77 ± 1.22 / 78.93 ± 1.23 |
65.72 ± 1.70 / 76.73 ± 1.23 |
49.82 ± 10.56 / 73.61 ± 5.48 |
28.42 ± 1.71 / 55.35 ± 1.55 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| intfloat/multilingual-e5-large |
560 |
250 |
512 |
True |
6,732 ± 1,273 / 1,633 ± 523 |
1.51 |
79.73 ± 1.38 / 78.52 ± 1.44 |
64.78 ± 1.34 / 76.30 ± 0.98 |
47.24 ± 13.67 / 71.51 ± 8.03 |
28.11 ± 0.94 / 54.87 ± 1.08 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| gpt-4-0613 (few-shot, val) |
unknown |
100 |
8220 |
True |
597 ± 197 / 93 ± 33 |
1.52 |
69.48 ± 2.32 / 54.66 ± 2.17 |
64.91 ± 1.86 / 75.96 ± 1.59 |
50.23 ± 4.16 / 74.54 ± 2.10 |
33.17 ± 1.86 / 65.14 ± 1.53 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| sentence-transformers/use-cmlm-multilingual |
472 |
501 |
512 |
True |
30,231 ± 8,171 / 4,863 ± 1,598 |
1.53 |
77.03 ± 1.06 / 76.61 ± 1.13 |
59.50 ± 1.14 / 72.91 ± 0.76 |
59.30 ± 1.32 / 78.31 ± 0.74 |
26.67 ± 0.90 / 50.81 ± 0.88 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| meta-llama/Meta-Llama-3-70B (few-shot, val) |
70554 |
128 |
8221 |
True |
312 ± 55 / 177 ± 51 |
1.60 |
69.04 ± 2.51 / 61.10 ± 3.39 |
63.51 ± 2.57 / 75.01 ± 1.74 |
37.41 ± 2.43 / 67.63 ± 1.05 |
38.29 ± 3.54 / 69.69 ± 2.78 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| gwlms/deberta-base-dewiki-v1 |
112 |
32 |
512 |
True |
18,084 ± 2,413 / 5,561 ± 1,826 |
1.62 |
79.67 ± 1.47 / 78.63 ± 1.31 |
50.90 ± 2.77 / 66.61 ± 2.07 |
75.16 ± 1.45 / 87.41 ± 0.72 |
18.57 ± 2.14 / 41.99 ± 2.69 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| gpt-4-1106-preview (few-shot, val) |
unknown |
100 |
128000 |
True |
576 ± 221 / 81 ± 28 |
1.66 |
68.94 ± 2.50 / 44.89 ± 2.85 |
60.47 ± 2.94 / 72.79 ± 1.90 |
51.26 ± 4.94 / 74.76 ± 2.45 |
30.04 ± 1.30 / 58.77 ± 1.50 |
12.6.1 |
12.10.2 |
12.10.2 |
12.6.1 |
| setu4993/LaBSE |
471 |
501 |
512 |
True |
25,418 ± 6,435 / 4,536 ± 1,452 |
1.70 |
79.44 ± 0.96 / 78.42 ± 0.98 |
58.65 ± 1.67 / 72.12 ± 1.18 |
52.19 ± 2.96 / 74.17 ± 1.82 |
23.66 ± 0.97 / 45.11 ± 1.50 |
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 |
1.71 |
68.11 ± 1.32 / 56.25 ± 1.65 |
59.79 ± 1.60 / 71.47 ± 1.54 |
35.45 ± 3.06 / 66.13 ± 1.28 |
37.27 ± 1.23 / 68.54 ± 1.94 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
| gwlms/teams-base-dewiki-v1-discriminator |
111 |
32 |
512 |
True |
30,608 ± 4,466 / 8,477 ± 2,725 |
1.75 |
79.59 ± 0.89 / 78.76 ± 0.74 |
47.85 ± 2.41 / 64.86 ± 1.71 |
68.48 ± 2.29 / 83.93 ± 1.25 |
19.90 ± 1.38 / 41.74 ± 2.30 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| microsoft/mdeberta-v3-base |
278 |
251 |
512 |
True |
20,637 ± 3,925 / 4,497 ± 1,502 |
1.76 |
77.42 ± 1.30 / 76.39 ± 1.16 |
50.90 ± 6.20 / 66.89 ± 4.34 |
59.38 ± 2.00 / 79.12 ± 1.09 |
20.28 ± 1.15 / 42.79 ± 1.37 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| gpt-4o-2024-05-13 (few-shot, val) |
unknown |
200 |
127903 |
True |
916 ± 329 / 114 ± 38 |
1.81 |
69.99 ± 1.63 / 45.58 ± 2.42 |
54.82 ± 2.19 / 68.42 ± 1.67 |
43.66 ± 5.67 / 64.64 ± 4.65 |
30.06 ± 1.04 / 60.77 ± 1.11 |
12.10.0 |
12.10.2 |
12.10.2 |
12.10.0 |
| dbmdz/bert-base-german-cased |
111 |
31 |
512 |
True |
37,150 ± 6,555 / 8,659 ± 2,843 |
1.84 |
78.54 ± 1.02 / 77.24 ± 0.95 |
53.91 ± 1.63 / 69.21 ± 1.06 |
59.23 ± 3.17 / 78.21 ± 2.03 |
13.71 ± 1.48 / 32.14 ± 2.81 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| gwlms/bert-base-dewiki-v1 |
111 |
32 |
512 |
True |
30,650 ± 4,495 / 8,500 ± 2,755 |
1.84 |
80.53 ± 1.03 / 79.35 ± 1.07 |
45.61 ± 1.73 / 63.19 ± 1.32 |
67.09 ± 2.48 / 82.65 ± 1.55 |
16.61 ± 0.99 / 35.77 ± 1.33 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| google/gemma-2-27b-it (few-shot) |
27227 |
256 |
8224 |
True |
1,516 ± 257 / 480 ± 148 |
1.85 |
64.13 ± 1.65 / 55.46 ± 2.00 |
60.28 ± 1.75 / 73.37 ± 1.43 |
46.69 ± 1.99 / 71.96 ± 0.73 |
28.54 ± 1.38 / 59.38 ± 1.85 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| meta-llama/Llama-2-70b-hf (few-shot, val) |
68977 |
32 |
4125 |
True |
1,892 ± 650 / 318 ± 105 |
1.86 |
63.71 ± 2.43 / 57.08 ± 2.70 |
58.17 ± 2.51 / 71.34 ± 1.62 |
36.33 ± 5.00 / 64.51 ± 3.38 |
36.06 ± 2.89 / 69.62 ± 2.81 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| dbmdz/bert-base-german-uncased |
111 |
31 |
512 |
True |
36,020 ± 6,698 / 8,035 ± 2,647 |
1.87 |
77.55 ± 0.54 / 75.74 ± 0.56 |
56.48 ± 1.78 / 70.91 ± 1.23 |
63.49 ± 4.58 / 80.65 ± 2.60 |
12.39 ± 0.86 / 30.22 ± 1.38 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| mistralai/Mistral-Nemo-Instruct-2407 (few-shot) |
12248 |
131 |
1024032 |
True |
7,095 ± 2,193 / 1,063 ± 344 |
1.87 |
66.27 ± 1.13 / 49.86 ± 1.62 |
57.70 ± 2.68 / 71.63 ± 1.94 |
35.54 ± 4.25 / 60.12 ± 5.53 |
34.45 ± 1.61 / 66.90 ± 2.58 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| 152334H/miqu-1-70b-sf (few-shot, val) |
68977 |
32 |
32793 |
True |
2,126 ± 676 / 319 ± 104 |
1.89 |
65.19 ± 2.58 / 56.17 ± 3.57 |
59.80 ± 2.15 / 71.98 ± 1.46 |
41.86 ± 5.44 / 69.70 ± 2.31 |
25.51 ± 3.79 / 63.19 ± 2.48 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| deepset/gbert-base |
111 |
31 |
512 |
True |
37,268 ± 6,577 / 8,719 ± 2,865 |
1.89 |
80.09 ± 0.84 / 78.71 ± 0.84 |
59.80 ± 2.24 / 73.18 ± 1.49 |
47.48 ± 7.30 / 70.97 ± 3.94 |
14.39 ± 0.71 / 32.78 ± 1.01 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| meta-llama/Meta-Llama-3-70B-Instruct (few-shot, val) |
70554 |
128 |
8221 |
True |
1,673 ± 583 / 275 ± 85 |
1.90 |
75.20 ± 2.15 / 64.06 ± 3.60 |
54.38 ± 3.31 / 68.02 ± 2.21 |
36.59 ± 4.24 / 67.36 ± 1.77 |
26.90 ± 2.67 / 58.28 ± 2.22 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| google/gemma-2-9b (few-shot) |
9242 |
256 |
8224 |
True |
2,038 ± 406 / 566 ± 172 |
1.91 |
47.39 ± 1.96 / 34.14 ± 1.70 |
62.89 ± 2.21 / 74.51 ± 1.63 |
37.22 ± 4.67 / 67.37 ± 2.22 |
39.11 ± 2.14 / 67.67 ± 2.90 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| mistralai/Ministral-8B-Instruct-2410 (few-shot) |
8020 |
131 |
32768 |
True |
5,821 ± 1,090 / 1,561 ± 506 |
1.91 |
66.00 ± 1.13 / 54.14 ± 2.44 |
54.76 ± 3.11 / 68.36 ± 2.92 |
33.55 ± 4.69 / 63.49 ± 2.99 |
32.69 ± 1.98 / 64.23 ± 2.89 |
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 |
1.93 |
57.82 ± 1.85 / 43.22 ± 2.36 |
59.45 ± 1.95 / 72.95 ± 1.33 |
36.75 ± 2.58 / 67.88 ± 1.50 |
33.55 ± 2.29 / 63.95 ± 2.83 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| VAGOsolutions/SauerkrautLM-7b-HerO (few-shot, val) |
7242 |
32 |
32768 |
False |
2,477 ± 467 / 744 ± 232 |
1.94 |
59.70 ± 2.05 / 50.40 ± 2.63 |
60.22 ± 2.99 / 72.76 ± 2.10 |
35.99 ± 4.53 / 67.21 ± 2.14 |
29.68 ± 3.29 / 65.65 ± 3.10 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| google/gemma-2-9b-it (few-shot) |
9242 |
256 |
8224 |
True |
2,062 ± 397 / 589 ± 178 |
1.95 |
50.35 ± 2.81 / 39.72 ± 2.62 |
58.60 ± 2.21 / 71.12 ± 1.12 |
45.78 ± 1.55 / 70.64 ± 0.61 |
30.46 ± 0.98 / 60.56 ± 2.25 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| intfloat/multilingual-e5-base |
278 |
250 |
512 |
True |
14,965 ± 2,890 / 3,322 ± 1,074 |
1.96 |
74.79 ± 1.45 / 75.10 ± 1.37 |
63.29 ± 1.54 / 75.42 ± 1.03 |
45.32 ± 8.38 / 71.30 ± 4.11 |
16.42 ± 0.54 / 34.46 ± 1.03 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| VAGOsolutions/SauerkrautLM-7b-LaserChat (few-shot) |
7242 |
32 |
8192 |
False |
2,387 ± 456 / 717 ± 226 |
1.97 |
64.73 ± 1.02 / 48.09 ± 2.90 |
51.08 ± 1.67 / 67.20 ± 1.34 |
36.46 ± 1.89 / 67.99 ± 0.80 |
33.30 ± 1.87 / 67.32 ± 1.73 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| CohereForAI/aya-23-8B (few-shot) |
8028 |
256 |
8192 |
False |
5,608 ± 1,062 / 1,472 ± 479 |
1.98 |
58.69 ± 1.32 / 45.79 ± 2.60 |
56.49 ± 2.69 / 70.39 ± 2.14 |
30.04 ± 2.28 / 62.58 ± 2.34 |
36.36 ± 1.07 / 66.01 ± 1.94 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| meta-llama/Llama-3.1-8B (few-shot) |
8030 |
128 |
131104 |
True |
2,439 ± 459 / 703 ± 219 |
1.98 |
60.46 ± 1.26 / 47.72 ± 1.69 |
58.57 ± 2.53 / 71.30 ± 1.70 |
26.25 ± 5.90 / 61.41 ± 3.94 |
34.85 ± 3.43 / 64.05 ± 3.68 |
12.11.0 |
12.11.0 |
12.11.0 |
13.0.0 |
| facebook/xlm-v-base |
778 |
902 |
512 |
True |
25,396 ± 6,394 / 4,534 ± 1,421 |
2.00 |
76.45 ± 1.57 / 76.50 ± 1.16 |
58.25 ± 2.98 / 72.01 ± 1.97 |
34.43 ± 16.58 / 61.45 ± 12.19 |
21.08 ± 1.57 / 41.84 ± 1.98 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| gpt-3.5-turbo-0613 (few-shot, val) |
unknown |
100 |
4095 |
True |
921 ± 293 / 113 ± 37 |
2.00 |
61.50 ± 2.96 / 46.22 ± 3.41 |
55.50 ± 2.58 / 68.96 ± 2.00 |
38.96 ± 4.39 / 68.89 ± 2.54 |
30.20 ± 1.59 / 56.58 ± 1.78 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| VAGOsolutions/FC-SauerkrautLM-7b-beta (few-shot) |
unknown |
32 |
8192 |
False |
2,160 ± 514 / 668 ± 256 |
2.01 |
56.70 ± 1.55 / 41.89 ± 2.00 |
53.39 ± 1.89 / 67.16 ± 1.65 |
35.64 ± 1.50 / 66.83 ± 0.97 |
34.22 ± 1.43 / 67.00 ± 1.27 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| Nexusflow/Starling-LM-7B-beta (few-shot) |
7242 |
32 |
8192 |
False |
5,876 ± 1,021 / 1,677 ± 546 |
2.03 |
65.01 ± 0.68 / 43.34 ± 2.80 |
51.80 ± 1.29 / 67.45 ± 0.87 |
36.18 ± 1.31 / 67.86 ± 0.51 |
32.12 ± 2.08 / 67.30 ± 1.66 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| gpt-4o-mini-2024-07-18 (few-shot) |
unknown |
200 |
128030 |
True |
1,171 ± 378 / 120 ± 39 |
2.04 |
67.90 ± 1.07 / 45.53 ± 3.11 |
51.88 ± 5.19 / 67.24 ± 3.71 |
46.77 ± 2.33 / 69.48 ± 2.55 |
24.70 ± 1.31 / 56.87 ± 0.77 |
12.11.0 |
12.11.0 |
12.11.0 |
12.11.0 |
| meta-llama/Llama-3.1-8B-Instruct (few-shot) |
8030 |
128 |
131104 |
True |
2,411 ± 465 / 686 ± 215 |
2.05 |
67.61 ± 1.23 / 60.39 ± 1.02 |
59.96 ± 2.00 / 70.71 ± 1.80 |
28.25 ± 3.57 / 59.54 ± 3.88 |
28.79 ± 2.02 / 55.82 ± 3.28 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| meta-llama/Meta-Llama-3-8B-Instruct (few-shot) |
8030 |
128 |
8192 |
True |
4,909 ± 1,215 / 978 ± 319 |
2.05 |
68.18 ± 0.95 / 57.72 ± 1.15 |
58.33 ± 2.83 / 69.31 ± 3.16 |
29.12 ± 3.17 / 63.60 ± 1.63 |
28.68 ± 1.99 / 56.42 ± 3.34 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| cstr/Spaetzle-v8-7b (few-shot, val) |
7242 |
32 |
32768 |
False |
5,980 ± 1,031 / 1,714 ± 552 |
2.11 |
58.90 ± 2.30 / 45.55 ± 3.30 |
61.34 ± 1.90 / 72.98 ± 1.30 |
31.58 ± 4.39 / 65.51 ± 2.23 |
24.91 ± 3.98 / 60.88 ± 3.31 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| ibm-granite/granite-3.0-8b-base (few-shot) |
8171 |
49 |
4128 |
True |
5,116 ± 943 / 1,436 ± 472 |
2.12 |
52.61 ± 1.79 / 42.68 ± 2.71 |
61.70 ± 1.45 / 74.22 ± 1.00 |
23.89 ± 4.13 / 57.16 ± 4.48 |
33.72 ± 1.25 / 62.41 ± 1.53 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| meta-llama/Llama-2-70b-chat-hf (few-shot, val) |
68977 |
32 |
4125 |
True |
1,979 ± 621 / 320 ± 105 |
2.13 |
62.39 ± 2.72 / 50.86 ± 2.31 |
53.16 ± 3.17 / 64.24 ± 3.42 |
31.81 ± 5.15 / 62.15 ± 4.02 |
28.99 ± 2.22 / 60.53 ± 2.92 |
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 |
2.13 |
56.00 ± 1.94 / 43.49 ± 2.05 |
56.40 ± 3.89 / 70.17 ± 2.91 |
22.01 ± 5.17 / 56.97 ± 3.54 |
35.39 ± 2.49 / 64.61 ± 2.42 |
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 |
2.14 |
64.81 ± 3.03 / 53.01 ± 3.41 |
59.60 ± 2.81 / 72.42 ± 1.83 |
27.06 ± 4.53 / 63.33 ± 2.30 |
25.22 ± 3.84 / 60.93 ± 2.99 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
| google-bert/bert-base-multilingual-uncased |
168 |
106 |
512 |
True |
13,993 ± 3,217 / 2,752 ± 893 |
2.15 |
77.50 ± 0.62 / 75.76 ± 0.94 |
43.25 ± 2.74 / 61.05 ± 2.91 |
51.74 ± 4.31 / 74.76 ± 2.15 |
17.83 ± 1.29 / 39.43 ± 1.61 |
12.10.1 |
12.10.1 |
12.10.1 |
12.10.1 |
| occiglot/occiglot-7b-de-en-instruct (few-shot) |
7242 |
32 |
32768 |
False |
1,584 ± 217 / 635 ± 178 |
2.15 |
55.76 ± 1.16 / 40.04 ± 3.21 |
55.91 ± 2.49 / 70.31 ± 1.76 |
22.47 ± 3.37 / 56.77 ± 3.69 |
35.95 ± 1.89 / 66.86 ± 2.33 |
12.5.2 |
12.3.1 |
12.3.1 |
12.4.0 |
| google/gemma-7b (few-shot) |
8538 |
256 |
8096 |
True |
1,378 ± 260 / 387 ± 119 |
2.16 |
39.88 ± 2.56 / 35.40 ± 2.63 |
56.23 ± 3.17 / 68.87 ± 2.73 |
32.71 ± 1.60 / 64.55 ± 1.54 |
36.58 ± 2.81 / 64.92 ± 2.97 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
| microsoft/Phi-3-mini-4k-instruct (few-shot) |
3821 |
32 |
4096 |
True |
5,224 ± 1,371 / 1,063 ± 358 |
2.18 |
59.68 ± 0.41 / 48.00 ± 2.44 |
54.75 ± 2.36 / 68.54 ± 1.62 |
30.22 ± 2.94 / 64.51 ± 1.55 |
29.27 ± 1.03 / 59.19 ± 2.46 |
12.10.5 |
12.10.5 |
12.10.5 |
12.10.5 |
| utter-project/EuroLLM-9B-Instruct (few-shot) |
9152 |
128 |
4096 |
False |
5,763 ± 1,178 / 1,390 ± 446 |
2.18 |
40.85 ± 2.21 / 34.64 ± 2.00 |
56.53 ± 2.49 / 69.48 ± 1.70 |
24.74 ± 4.45 / 56.60 ± 5.56 |
38.20 ± 1.47 / 67.94 ± 2.19 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| CohereForAI/aya-expanse-8b (few-shot) |
8028 |
256 |
8192 |
False |
5,581 ± 1,066 / 1,471 ± 483 |
2.22 |
61.29 ± 1.06 / 39.58 ± 2.31 |
59.19 ± 1.49 / 71.64 ± 1.07 |
33.31 ± 3.00 / 64.35 ± 2.80 |
22.29 ± 2.02 / 57.68 ± 1.78 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ibm-granite/granite-3.0-8b-instruct (few-shot) |
8171 |
49 |
4096 |
True |
5,090 ± 937 / 1,423 ± 466 |
2.22 |
54.68 ± 1.38 / 46.36 ± 2.67 |
55.48 ± 2.67 / 69.91 ± 1.90 |
26.89 ± 0.86 / 62.51 ± 0.48 |
31.27 ± 1.89 / 62.30 ± 2.09 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ZurichNLP/unsup-simcse-xlm-roberta-base |
277 |
250 |
512 |
True |
34,520 ± 7,443 / 6,730 ± 2,224 |
2.23 |
74.50 ± 1.06 / 74.21 ± 0.83 |
58.23 ± 1.13 / 72.00 ± 0.75 |
34.74 ± 14.22 / 64.18 ± 7.54 |
11.19 ± 3.07 / 26.81 ± 6.54 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| senseable/WestLake-7B-v2 (few-shot) |
7242 |
32 |
32768 |
False |
5,993 ± 1,028 / 1,742 ± 561 |
2.23 |
64.38 ± 1.60 / 50.26 ± 2.53 |
54.44 ± 1.45 / 69.32 ± 1.02 |
26.03 ± 2.23 / 61.88 ± 1.38 |
25.68 ± 2.81 / 62.48 ± 2.93 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| google-bert/bert-base-multilingual-cased |
179 |
120 |
512 |
True |
14,083 ± 3,264 / 2,738 ± 889 |
2.26 |
79.11 ± 0.83 / 77.83 ± 0.76 |
42.97 ± 2.64 / 61.71 ± 1.79 |
42.66 ± 6.60 / 69.03 ± 3.13 |
14.98 ± 0.98 / 35.52 ± 1.24 |
12.10.1 |
12.10.1 |
12.10.1 |
12.10.1 |
| jhu-clsp/bernice |
277 |
250 |
128 |
True |
5,567 ± 450 / 2,483 ± 798 |
2.26 |
72.25 ± 1.06 / 71.08 ± 1.17 |
62.00 ± 2.11 / 74.40 ± 1.38 |
48.10 ± 4.34 / 71.95 ± 3.29 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| microsoft/Phi-3-mini-128k-instruct (few-shot) |
3821 |
32 |
130976 |
True |
7,312 ± 1,668 / 1,609 ± 525 |
2.28 |
55.36 ± 0.81 / 36.14 ± 1.96 |
53.05 ± 2.34 / 65.57 ± 1.92 |
23.08 ± 1.54 / 58.65 ± 2.04 |
31.55 ± 1.09 / 62.02 ± 2.17 |
12.9.1 |
12.9.1 |
12.9.1 |
12.9.1 |
| mistralai/Mistral-7B-v0.1 (few-shot) |
7242 |
32 |
32768 |
True |
2,657 ± 524 / 880 ± 278 |
2.28 |
55.37 ± 1.32 / 44.65 ± 2.48 |
54.27 ± 1.71 / 68.13 ± 1.16 |
23.12 ± 4.07 / 57.81 ± 3.70 |
31.89 ± 3.29 / 59.77 ± 4.31 |
9.1.2 |
9.1.2 |
9.1.2 |
12.5.1 |
| mistralai/Mistral-7B-v0.3 (few-shot) |
7248 |
33 |
32768 |
True |
4,120 ± 976 / 926 ± 306 |
2.28 |
55.41 ± 1.45 / 48.39 ± 1.46 |
52.58 ± 2.42 / 67.52 ± 1.82 |
24.10 ± 2.12 / 59.47 ± 2.92 |
31.52 ± 2.95 / 60.03 ± 3.81 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.5 |
| microsoft/xlm-align-base |
277 |
250 |
512 |
True |
14,744 ± 2,870 / 3,265 ± 1,053 |
2.31 |
79.38 ± 0.80 / 79.33 ± 0.74 |
58.58 ± 2.31 / 72.09 ± 1.64 |
15.34 ± 5.24 / 52.99 ± 1.90 |
16.58 ± 6.50 / 32.33 ± 11.35 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| mlabonne/AlphaMonarch-7B (few-shot, val) |
7242 |
32 |
8192 |
False |
5,340 ± 1,262 / 1,157 ± 375 |
2.31 |
63.36 ± 2.68 / 51.59 ± 3.44 |
59.80 ± 3.18 / 72.32 ± 2.23 |
22.98 ± 8.11 / 60.88 ± 3.98 |
20.96 ± 3.59 / 57.36 ± 2.94 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| alpindale/Mistral-7B-v0.2-hf (few-shot) |
7242 |
32 |
32768 |
True |
1,841 ± 297 / 651 ± 193 |
2.33 |
55.32 ± 1.55 / 48.33 ± 1.45 |
52.49 ± 2.16 / 67.50 ± 1.61 |
24.34 ± 2.29 / 59.66 ± 2.93 |
31.54 ± 3.00 / 59.96 ± 3.89 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| meta-llama/Llama-2-13b-chat-hf (few-shot) |
13016 |
32 |
4096 |
True |
2,849 ± 622 / 723 ± 229 |
2.35 |
57.57 ± 1.46 / 44.84 ± 2.12 |
49.40 ± 2.11 / 63.02 ± 2.68 |
23.32 ± 2.20 / 59.16 ± 2.36 |
30.24 ± 1.18 / 61.10 ± 1.87 |
12.11.0 |
12.10.4 |
12.10.4 |
12.11.0 |
| occiglot/occiglot-7b-de-en (few-shot) |
7242 |
32 |
32768 |
True |
1,992 ± 319 / 706 ± 211 |
2.37 |
48.11 ± 2.01 / 39.66 ± 3.29 |
54.96 ± 2.69 / 69.64 ± 2.09 |
21.57 ± 4.18 / 55.63 ± 4.56 |
31.49 ± 3.11 / 61.33 ± 3.41 |
12.3.2 |
12.3.1 |
12.3.1 |
12.3.1 |
| cardiffnlp/twitter-xlm-roberta-base |
277 |
250 |
512 |
True |
34,475 ± 7,465 / 6,712 ± 2,223 |
2.39 |
74.89 ± 0.86 / 73.54 ± 0.84 |
63.01 ± 1.50 / 75.21 ± 1.03 |
36.60 ± 2.17 / 64.93 ± 1.39 |
0.65 ± 0.25 / 5.05 ± 1.30 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| occiglot/occiglot-7b-eu5-instruct (few-shot) |
7242 |
32 |
32768 |
False |
2,088 ± 352 / 706 ± 214 |
2.39 |
52.63 ± 1.89 / 42.99 ± 2.40 |
43.16 ± 4.45 / 57.79 ± 4.61 |
27.09 ± 1.92 / 60.29 ± 1.99 |
34.01 ± 4.01 / 63.29 ± 3.97 |
12.5.2 |
12.2.0 |
12.3.1 |
12.4.0 |
| Twitter/twhin-bert-base |
279 |
250 |
512 |
True |
11,514 ± 2,041 / 2,862 ± 918 |
2.40 |
70.35 ± 1.34 / 69.09 ± 1.36 |
55.03 ± 2.38 / 69.65 ± 1.75 |
43.87 ± 8.85 / 69.71 ± 6.73 |
2.81 ± 0.73 / 10.15 ± 2.34 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| seedboxai/KafkaLM-7B-German-V0.1-DPO (few-shot) |
7242 |
32 |
4096 |
False |
6,070 ± 1,042 / 1,769 ± 573 |
2.40 |
48.92 ± 2.76 / 38.62 ± 2.42 |
52.57 ± 1.74 / 61.25 ± 2.84 |
20.74 ± 3.20 / 56.59 ± 3.27 |
32.87 ± 1.83 / 62.31 ± 2.13 |
12.5.2 |
12.3.2 |
12.3.2 |
12.4.0 |
| seedboxai/KafkaLM-7B-German-V0.1 (few-shot) |
7242 |
32 |
32768 |
True |
6,065 ± 1,038 / 1,766 ± 570 |
2.40 |
48.35 ± 2.96 / 38.58 ± 2.35 |
52.51 ± 1.72 / 61.27 ± 2.77 |
20.36 ± 3.59 / 56.14 ± 3.61 |
32.88 ± 1.78 / 62.19 ± 2.05 |
12.5.2 |
12.3.2 |
12.3.2 |
12.3.2 |
| meta-llama/Llama-2-13b-hf (few-shot) |
13016 |
32 |
4000 |
True |
2,898 ± 637 / 736 ± 236 |
2.42 |
52.08 ± 1.86 / 46.67 ± 1.17 |
46.38 ± 2.70 / 60.32 ± 2.80 |
22.39 ± 3.96 / 57.26 ± 4.22 |
33.43 ± 2.38 / 62.65 ± 2.83 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
| occiglot/occiglot-7b-eu5 (few-shot) |
7242 |
32 |
32768 |
True |
2,219 ± 427 / 717 ± 224 |
2.42 |
51.39 ± 1.35 / 44.47 ± 2.77 |
47.30 ± 4.44 / 62.28 ± 4.24 |
21.83 ± 1.98 / 57.05 ± 2.18 |
31.55 ± 3.67 / 60.39 ± 4.29 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
| VAGOsolutions/SauerkrautLM-Gemma-7b (few-shot) |
8538 |
256 |
8221 |
False |
1,410 ± 299 / 370 ± 127 |
2.43 |
41.41 ± 2.64 / 26.93 ± 1.92 |
52.78 ± 4.59 / 66.87 ± 4.26 |
27.75 ± 1.14 / 63.54 ± 0.69 |
29.24 ± 2.44 / 58.33 ± 3.45 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| timpal0l/Mistral-7B-v0.1-flashback-v2 (few-shot) |
7242 |
32 |
32768 |
True |
5,054 ± 1,200 / 1,056 ± 339 |
2.43 |
50.66 ± 1.53 / 39.89 ± 2.43 |
54.79 ± 3.53 / 68.79 ± 3.00 |
20.17 ± 1.69 / 58.67 ± 1.13 |
27.86 ± 4.70 / 54.38 ± 5.91 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
| seedboxai/KafkaLM-13B-German-V0.1-DPO (few-shot) |
13016 |
32 |
8221 |
False |
789 ± 78 / 346 ± 102 |
2.44 |
52.45 ± 2.98 / 47.91 ± 2.37 |
49.73 ± 2.78 / 63.68 ± 2.80 |
20.72 ± 4.25 / 53.77 ± 5.69 |
30.18 ± 4.61 / 60.07 ± 5.86 |
12.7.0 |
12.10.4 |
12.7.0 |
12.7.0 |
| RuterNorway/Llama-2-13b-chat-norwegian (few-shot) |
unknown |
32 |
4125 |
False |
3,254 ± 1,068 / 484 ± 173 |
2.46 |
57.02 ± 1.39 / 47.95 ± 2.09 |
49.75 ± 2.02 / 62.41 ± 3.30 |
19.80 ± 3.22 / 52.76 ± 5.45 |
27.86 ± 2.01 / 57.65 ± 2.01 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
| Twitter/twhin-bert-large |
562 |
250 |
512 |
True |
9,707 ± 1,664 / 2,549 ± 831 |
2.47 |
74.36 ± 1.33 / 73.61 ± 1.47 |
53.52 ± 2.28 / 68.49 ± 1.49 |
22.26 ± 11.63 / 58.51 ± 6.63 |
11.68 ± 4.11 / 22.54 ± 7.80 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| clips/mfaq |
277 |
250 |
128 |
True |
5,591 ± 187 / 3,349 ± 1,105 |
2.47 |
76.68 ± 0.91 / 76.46 ± 0.98 |
59.51 ± 1.54 / 72.84 ± 1.06 |
32.54 ± 11.48 / 60.57 ± 7.28 |
1.53 ± 0.96 / 2.39 ± 1.52 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| ibm-granite/granite-8b-code-base-4k (few-shot) |
8055 |
49 |
4096 |
True |
2,313 ± 423 / 682 ± 210 |
2.51 |
59.07 ± 0.78 / 51.00 ± 2.06 |
49.75 ± 2.44 / 65.93 ± 1.66 |
14.71 ± 2.21 / 53.75 ± 3.07 |
29.45 ± 2.13 / 56.14 ± 2.53 |
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 |
2.53 |
55.10 ± 1.35 / 41.89 ± 1.61 |
47.69 ± 2.35 / 64.93 ± 1.71 |
24.14 ± 2.09 / 60.83 ± 1.63 |
23.93 ± 2.11 / 57.64 ± 1.89 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
| ibm-granite/granite-3.0-2b-instruct (few-shot) |
2634 |
49 |
4128 |
True |
10,194 ± 2,403 / 2,193 ± 731 |
2.55 |
53.30 ± 0.87 / 47.62 ± 1.30 |
44.95 ± 3.84 / 62.77 ± 2.82 |
18.67 ± 1.83 / 57.35 ± 3.01 |
28.10 ± 1.17 / 58.38 ± 1.45 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| neuralmagic/Sparse-Llama-3.1-8B-2of4 (few-shot) |
8030 |
128 |
131072 |
True |
2,841 ± 509 / 865 ± 263 |
2.59 |
40.63 ± 2.51 / 38.86 ± 1.98 |
50.44 ± 2.55 / 62.82 ± 2.61 |
10.79 ± 1.67 / 40.21 ± 2.83 |
34.67 ± 1.48 / 61.01 ± 1.78 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
| Geotrend/distilbert-base-25lang-cased |
109 |
85 |
512 |
True |
26,099 ± 5,881 / 5,178 ± 1,665 |
2.62 |
72.97 ± 0.68 / 71.83 ± 0.80 |
41.51 ± 1.91 / 60.79 ± 1.27 |
45.39 ± 1.52 / 71.60 ± 0.73 |
1.89 ± 0.52 / 6.88 ± 1.73 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| mistralai/Mistral-7B-Instruct-v0.1 (few-shot) |
7242 |
32 |
32797 |
False |
634 ± 179 / 110 ± 35 |
2.62 |
47.19 ± 3.74 / 33.02 ± 2.09 |
47.26 ± 3.14 / 63.48 ± 2.94 |
22.32 ± 1.78 / 56.73 ± 4.00 |
24.36 ± 3.78 / 54.61 ± 4.44 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
| 01-ai/Yi-1.5-6B (few-shot) |
6061 |
64 |
4128 |
True |
2,867 ± 550 / 793 ± 253 |
2.63 |
48.20 ± 1.57 / 39.04 ± 2.38 |
47.12 ± 4.20 / 59.69 ± 4.45 |
12.39 ± 1.39 / 45.13 ± 3.93 |
30.50 ± 3.67 / 57.48 ± 4.51 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| DiscoResearch/DiscoLM_German_7b_v1 (few-shot) |
7242 |
32 |
32768 |
False |
1,972 ± 315 / 689 ± 204 |
2.63 |
42.39 ± 2.43 / 32.42 ± 1.53 |
48.67 ± 3.85 / 59.21 ± 4.18 |
8.72 ± 2.15 / 43.37 ± 3.69 |
36.12 ± 2.35 / 66.54 ± 2.34 |
12.5.2 |
12.0.0 |
12.1.0 |
12.4.0 |
| meta-llama/Llama-2-7b-hf (few-shot) |
6738 |
32 |
4125 |
True |
930 ± 310 / 128 ± 43 |
2.63 |
43.02 ± 1.93 / 32.69 ± 1.98 |
50.21 ± 2.43 / 65.81 ± 1.82 |
15.79 ± 2.35 / 53.25 ± 4.45 |
28.57 ± 5.09 / 55.54 ± 6.14 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| TrustLLMeu/baseline-7-8b_1t-tokens_llama (few-shot) |
7800 |
100 |
4096 |
True |
6,197 ± 1,118 / 1,730 ± 577 |
2.64 |
39.21 ± 2.29 / 36.08 ± 2.06 |
58.36 ± 1.80 / 71.98 ± 1.17 |
7.03 ± 3.09 / 50.18 ± 3.74 |
27.02 ± 3.09 / 51.94 ± 4.17 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ibm-granite/granite-3.0-3b-a800m-instruct (few-shot) |
3374 |
49 |
4096 |
True |
10,246 ± 3,021 / 1,629 ± 550 |
2.64 |
47.31 ± 1.67 / 31.36 ± 2.00 |
48.28 ± 4.28 / 64.07 ± 3.81 |
14.08 ± 1.29 / 52.67 ± 2.70 |
28.37 ± 4.07 / 55.92 ± 4.76 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| mayflowergmbh/Wiedervereinigung-7b-dpo (few-shot, val) |
7242 |
32 |
32768 |
False |
2,374 ± 432 / 744 ± 230 |
2.65 |
52.17 ± 2.87 / 40.26 ± 2.43 |
51.92 ± 3.19 / 67.12 ± 2.11 |
29.06 ± 5.04 / 62.77 ± 2.22 |
14.59 ± 2.77 / 50.41 ± 3.79 |
12.5.2 |
12.1.0 |
12.1.0 |
12.4.0 |
| meta-llama/Llama-3.2-3B (few-shot) |
3213 |
128 |
131104 |
True |
3,713 ± 877 / 836 ± 267 |
2.65 |
49.85 ± 1.96 / 41.04 ± 2.44 |
54.65 ± 1.58 / 65.94 ± 2.42 |
3.17 ± 5.20 / 36.54 ± 5.71 |
29.37 ± 3.48 / 58.09 ± 4.16 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ibm-granite/granite-8b-code-instruct-4k (few-shot) |
8055 |
49 |
4096 |
True |
5,617 ± 995 / 1,623 ± 540 |
2.66 |
54.45 ± 1.17 / 42.36 ± 2.59 |
43.62 ± 3.18 / 59.82 ± 2.70 |
15.24 ± 1.87 / 55.49 ± 2.89 |
26.00 ± 2.28 / 51.82 ± 2.70 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| google/gemma-2-2b-it (few-shot) |
2614 |
256 |
8224 |
True |
5,374 ± 1,233 / 1,193 ± 377 |
2.67 |
37.31 ± 2.28 / 31.09 ± 2.10 |
46.23 ± 2.32 / 63.45 ± 1.57 |
23.26 ± 1.16 / 60.73 ± 0.24 |
28.01 ± 1.95 / 59.66 ± 2.10 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| sentence-transformers/stsb-xlm-r-multilingual |
277 |
250 |
512 |
True |
15,040 ± 2,953 / 3,417 ± 1,100 |
2.67 |
67.47 ± 1.09 / 66.34 ± 1.08 |
52.85 ± 1.53 / 68.48 ± 1.02 |
29.59 ± 6.40 / 60.98 ± 2.57 |
0.73 ± 0.17 / 4.35 ± 1.32 |
12.8.0 |
12.8.0 |
12.8.0 |
0.0.0 |
| meta-llama/Llama-3.2-3B-Instruct (few-shot) |
3213 |
128 |
131104 |
False |
10,424 ± 2,641 / 2,081 ± 666 |
2.70 |
55.52 ± 2.07 / 46.18 ± 2.32 |
50.52 ± 2.29 / 62.39 ± 2.63 |
9.87 ± 2.95 / 42.20 ± 3.60 |
20.20 ± 3.28 / 47.02 ± 5.20 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| meta-llama/Llama-2-7b-chat-hf (few-shot) |
6738 |
32 |
4125 |
False |
2,643 ± 455 / 800 ± 247 |
2.71 |
50.09 ± 1.33 / 38.59 ± 1.66 |
46.52 ± 2.85 / 63.64 ± 2.10 |
15.23 ± 1.71 / 55.08 ± 1.88 |
25.54 ± 3.58 / 56.07 ± 3.76 |
12.9.0 |
12.9.0 |
12.10.0 |
12.10.0 |
| sentence-transformers/paraphrase-xlm-r-multilingual-v1 |
278 |
250 |
512 |
True |
20,154 ± 4,438 / 3,890 ± 1,256 |
2.72 |
69.45 ± 0.82 / 68.02 ± 0.87 |
57.94 ± 2.12 / 71.92 ± 1.45 |
21.81 ± 12.05 / 58.13 ± 4.73 |
0.33 ± 0.15 / 3.03 ± 1.06 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| AI-Sweden-Models/roberta-large-1160k |
355 |
50 |
512 |
True |
14,014 ± 2,384 / 3,625 ± 1,146 |
2.75 |
68.93 ± 1.48 / 67.48 ± 1.55 |
46.81 ± 1.79 / 64.02 ± 1.31 |
3.39 ± 3.01 / 39.29 ± 4.82 |
18.62 ± 1.74 / 34.87 ± 2.36 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| microsoft/infoxlm-base |
277 |
250 |
512 |
True |
34,735 ± 7,558 / 6,846 ± 2,312 |
2.77 |
77.84 ± 0.92 / 77.81 ± 1.05 |
59.16 ± 2.05 / 72.70 ± 1.38 |
3.66 ± 2.14 / 49.63 ± 2.38 |
3.67 ± 2.18 / 10.66 ± 4.52 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| Qwen/Qwen1.5-4B-Chat (few-shot) |
3950 |
152 |
32768 |
False |
4,347 ± 893 / 1,135 ± 365 |
2.81 |
42.08 ± 1.65 / 36.90 ± 2.00 |
41.52 ± 3.53 / 57.69 ± 3.35 |
12.78 ± 3.75 / 46.43 ± 5.48 |
29.35 ± 2.51 / 59.90 ± 2.80 |
12.5.2 |
10.0.1 |
12.1.0 |
12.5.2 |
| ibm-granite/granite-7b-instruct (few-shot) |
6738 |
32 |
4096 |
True |
3,136 ± 558 / 942 ± 290 |
2.81 |
39.38 ± 0.94 / 30.79 ± 1.08 |
49.83 ± 1.61 / 66.00 ± 1.36 |
4.03 ± 1.54 / 40.66 ± 3.14 |
30.20 ± 1.18 / 58.73 ± 1.73 |
13.2.0 |
13.0.0 |
13.2.0 |
13.2.0 |
| AI-Sweden-Models/roberta-large-1350k |
354 |
50 |
512 |
True |
5,744 ± 969 / 1,539 ± 492 |
2.82 |
67.24 ± 1.51 / 66.01 ± 1.32 |
45.84 ± 2.11 / 63.35 ± 1.48 |
2.28 ± 1.62 / 35.18 ± 2.11 |
18.17 ± 1.85 / 33.37 ± 2.80 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
| DiscoResearch/Llama3-German-8B (few-shot) |
8030 |
128 |
8192 |
True |
2,383 ± 462 / 673 ± 210 |
2.83 |
54.34 ± 2.04 / 46.23 ± 2.24 |
58.32 ± 1.14 / 70.24 ± 0.99 |
25.70 ± 5.38 / 58.58 ± 4.44 |
0.50 ± 0.11 / 35.35 ± 1.23 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| sentence-transformers/paraphrase-multilingual-mpnet-base-v2 |
278 |
250 |
512 |
True |
15,100 ± 3,019 / 3,369 ± 1,103 |
2.83 |
65.28 ± 0.73 / 64.04 ± 0.52 |
60.29 ± 1.25 / 73.42 ± 0.83 |
16.83 ± 13.26 / 56.96 ± 5.68 |
0.11 ± 0.09 / 0.60 ± 0.52 |
12.10.1 |
12.10.1 |
12.10.1 |
12.10.1 |
| allenai/OLMo-1.7-7B-hf (few-shot) |
6888 |
50 |
4096 |
True |
3,371 ± 876 / 561 ± 184 |
2.87 |
39.41 ± 2.30 / 36.17 ± 2.32 |
49.42 ± 4.33 / 61.57 ± 5.43 |
6.02 ± 2.53 / 46.41 ± 4.35 |
27.69 ± 4.39 / 54.92 ± 5.38 |
12.10.5 |
12.10.4 |
12.10.4 |
12.10.5 |
| ibm-granite/granite-3.0-2b-base (few-shot) |
2534 |
49 |
4128 |
True |
10,187 ± 2,363 / 2,204 ± 737 |
2.88 |
45.81 ± 1.27 / 39.33 ± 2.24 |
34.61 ± 3.47 / 44.53 ± 3.65 |
16.19 ± 3.33 / 54.43 ± 3.53 |
28.25 ± 4.10 / 57.52 ± 4.47 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| stabilityai/stablelm-2-1_6b (few-shot) |
1645 |
100 |
4096 |
True |
7,259 ± 2,120 / 1,240 ± 432 |
2.98 |
34.81 ± 2.51 / 30.33 ± 2.95 |
51.01 ± 2.18 / 65.35 ± 2.23 |
0.00 ± 0.00 / 33.34 ± 0.31 |
25.40 ± 3.91 / 49.38 ± 4.65 |
12.10.8 |
12.10.8 |
12.10.8 |
12.10.8 |
| google/gemma-2-2b (few-shot) |
2614 |
256 |
8224 |
True |
5,235 ± 1,226 / 1,154 ± 366 |
3.01 |
19.69 ± 4.71 / 19.53 ± 3.13 |
50.36 ± 2.83 / 60.36 ± 3.45 |
9.07 ± 2.41 / 44.45 ± 4.37 |
27.06 ± 4.74 / 53.36 ± 6.20 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| google/gemma-7b-it (few-shot) |
8538 |
256 |
8221 |
False |
1,792 ± 249 / 668 ± 203 |
3.01 |
54.20 ± 1.00 / 48.58 ± 1.53 |
15.43 ± 3.70 / 43.11 ± 2.77 |
17.49 ± 1.23 / 57.46 ± 1.12 |
28.68 ± 5.36 / 60.07 ± 4.46 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| dbmdz/bert-base-historic-multilingual-cased |
111 |
32 |
512 |
True |
20,047 ± 4,407 / 3,844 ± 1,259 |
3.03 |
65.35 ± 1.08 / 63.62 ± 1.05 |
37.77 ± 2.20 / 58.20 ± 1.43 |
16.07 ± 3.83 / 54.09 ± 2.44 |
5.67 ± 1.14 / 16.63 ± 2.52 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| ibm-granite/granite-3b-code-instruct-2k (few-shot) |
3483 |
49 |
2048 |
True |
9,059 ± 1,947 / 2,201 ± 728 |
3.03 |
49.16 ± 2.12 / 40.34 ± 2.81 |
35.17 ± 4.48 / 51.15 ± 4.55 |
9.79 ± 2.06 / 50.77 ± 3.64 |
22.48 ± 2.59 / 45.90 ± 3.03 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ibm-granite/granite-7b-base (few-shot) |
6738 |
32 |
2048 |
True |
4,405 ± 1,098 / 1,032 ± 345 |
3.04 |
37.68 ± 1.26 / 33.74 ± 1.78 |
46.00 ± 3.63 / 61.88 ± 2.94 |
0.83 ± 0.84 / 33.38 ± 0.28 |
26.65 ± 4.01 / 53.15 ± 4.26 |
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 |
3.06 |
31.52 ± 2.96 / 29.20 ± 1.88 |
39.91 ± 3.29 / 53.66 ± 3.20 |
3.27 ± 2.51 / 34.30 ± 1.29 |
27.55 ± 3.12 / 57.60 ± 3.34 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
| EuropeanParliament/EUBERT |
94 |
66 |
512 |
True |
20,070 ± 3,977 / 4,400 ± 1,435 |
3.08 |
49.95 ± 0.72 / 49.10 ± 0.71 |
40.29 ± 2.70 / 59.76 ± 1.78 |
25.88 ± 6.61 / 61.54 ± 3.28 |
2.59 ± 0.71 / 8.94 ± 2.03 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| ibm-granite/granite-3b-code-base-2k (few-shot) |
3483 |
49 |
2048 |
True |
2,732 ± 868 / 662 ± 238 |
3.11 |
49.38 ± 2.20 / 42.66 ± 3.24 |
41.72 ± 4.07 / 60.45 ± 3.07 |
7.67 ± 1.52 / 46.66 ± 3.23 |
13.70 ± 2.43 / 30.21 ± 3.80 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ibm-granite/granite-3.0-3b-a800m-base (few-shot) |
3374 |
49 |
4096 |
True |
10,504 ± 3,028 / 1,678 ± 559 |
3.13 |
40.61 ± 2.18 / 28.49 ± 2.11 |
31.86 ± 3.60 / 42.96 ± 3.98 |
5.36 ± 3.96 / 37.83 ± 4.03 |
25.99 ± 3.85 / 47.72 ± 4.74 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| 01-ai/Yi-6B (few-shot) |
6061 |
64 |
4125 |
True |
6,435 ± 1,316 / 1,632 ± 549 |
3.14 |
0.00 ± 0.00 / 0.00 ± 0.00 |
52.66 ± 2.45 / 67.63 ± 1.87 |
7.33 ± 2.53 / 37.69 ± 2.51 |
30.05 ± 1.59 / 57.13 ± 2.48 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| dbmdz/bert-medium-historic-multilingual-cased |
42 |
32 |
512 |
True |
24,291 ± 4,887 / 5,096 ± 1,655 |
3.15 |
61.09 ± 1.60 / 58.40 ± 1.55 |
39.91 ± 2.58 / 59.74 ± 1.80 |
17.16 ± 2.71 / 53.58 ± 1.55 |
3.26 ± 0.68 / 12.02 ± 2.33 |
12.10.1 |
12.10.1 |
12.10.1 |
12.10.1 |
| sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 |
118 |
250 |
512 |
True |
29,201 ± 6,282 / 6,045 ± 2,027 |
3.18 |
60.54 ± 1.96 / 59.68 ± 1.94 |
54.99 ± 2.05 / 70.00 ± 1.37 |
0.52 ± 2.01 / 49.40 ± 1.06 |
0.80 ± 0.23 / 7.76 ± 2.10 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| meta-llama/Llama-3.2-1B-Instruct (few-shot) |
1236 |
128 |
131104 |
False |
7,436 ± 1,846 / 1,508 ± 479 |
3.19 |
42.51 ± 1.31 / 37.05 ± 1.59 |
38.26 ± 2.34 / 55.52 ± 2.66 |
5.48 ± 1.36 / 48.23 ± 2.44 |
19.43 ± 3.10 / 41.82 ± 3.29 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| ibm-granite/granite-3.0-1b-a400m-instruct (few-shot) |
1335 |
49 |
4096 |
True |
7,964 ± 2,255 / 1,299 ± 433 |
3.21 |
36.56 ± 2.08 / 25.71 ± 1.73 |
40.65 ± 2.11 / 58.49 ± 1.94 |
4.68 ± 1.88 / 45.72 ± 3.59 |
19.45 ± 0.59 / 39.53 ± 0.90 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
| sentence-transformers/quora-distilbert-multilingual |
135 |
120 |
512 |
True |
26,458 ± 5,992 / 5,274 ± 1,731 |
3.24 |
64.12 ± 0.92 / 62.50 ± 0.85 |
49.66 ± 1.68 / 66.33 ± 1.12 |
0.58 ± 1.23 / 49.27 ± 0.86 |
0.05 ± 0.06 / 0.36 ± 0.30 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| utter-project/EuroLLM-1.7B-Instruct (few-shot) |
1657 |
128 |
4096 |
True |
15,009 ± 4,072 / 2,702 ± 878 |
3.25 |
28.49 ± 2.30 / 24.73 ± 1.76 |
43.18 ± 2.89 / 58.22 ± 3.50 |
2.92 ± 1.40 / 44.65 ± 3.51 |
23.26 ± 3.37 / 48.47 ± 3.57 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking |
135 |
120 |
512 |
True |
33,753 ± 8,349 / 5,937 ± 1,946 |
3.26 |
63.78 ± 0.75 / 62.34 ± 0.64 |
49.69 ± 1.56 / 66.32 ± 1.07 |
0.74 ± 0.83 / 48.97 ± 0.85 |
0.02 ± 0.02 / 0.20 ± 0.17 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| MaLA-LM/emma-500-llama2-7b (few-shot) |
6738 |
32 |
4096 |
True |
6,275 ± 1,193 / 1,755 ± 578 |
3.34 |
32.33 ± 2.48 / 30.20 ± 1.92 |
26.39 ± 5.23 / 36.06 ± 6.62 |
1.44 ± 1.38 / 33.60 ± 0.42 |
28.15 ± 5.57 / 54.13 ± 6.75 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| meta-llama/Llama-3.2-1B (few-shot) |
1236 |
128 |
131104 |
True |
7,577 ± 1,884 / 1,555 ± 492 |
3.34 |
24.79 ± 6.48 / 22.92 ± 5.74 |
47.65 ± 2.85 / 63.11 ± 2.17 |
2.39 ± 1.46 / 39.92 ± 4.38 |
13.39 ± 4.13 / 33.76 ± 5.50 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| LumiOpen/Viking-13B (few-shot) |
14030 |
131 |
4128 |
True |
840 ± 79 / 400 ± 124 |
3.35 |
34.53 ± 1.24 / 29.89 ± 1.96 |
42.90 ± 2.66 / 56.64 ± 4.71 |
1.51 ± 1.64 / 43.36 ± 4.05 |
15.83 ± 1.42 / 29.77 ± 2.54 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| Rijgersberg/GEITje-7B (few-shot) |
7242 |
32 |
32797 |
True |
5,887 ± 1,087 / 1,600 ± 522 |
3.35 |
0.00 ± 0.00 / 0.00 ± 0.00 |
47.67 ± 2.82 / 60.09 ± 3.28 |
9.67 ± 2.79 / 46.35 ± 4.48 |
26.23 ± 3.79 / 53.16 ± 4.52 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| VAGOsolutions/SauerkrautLM-Gemma-2b (few-shot) |
2506 |
256 |
8192 |
False |
3,607 ± 565 / 1,212 ± 349 |
3.38 |
12.21 ± 2.76 / 11.93 ± 2.08 |
44.84 ± 2.70 / 57.27 ± 3.65 |
2.02 ± 2.19 / 37.47 ± 3.26 |
24.59 ± 2.70 / 49.79 ± 2.96 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| NorwAI/NorwAI-Mistral-7B (few-shot) |
7537 |
68 |
4096 |
True |
3,035 ± 503 / 911 ± 300 |
3.40 |
19.29 ± 5.77 / 20.20 ± 3.59 |
43.88 ± 3.42 / 61.04 ± 2.69 |
5.63 ± 1.32 / 49.95 ± 1.54 |
17.02 ± 2.10 / 36.47 ± 2.53 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
| AI-Sweden-Models/gpt-sw3-20b-instruct (few-shot) |
20918 |
64 |
2077 |
True |
1,831 ± 587 / 268 ± 90 |
3.41 |
24.35 ± 1.72 / 21.90 ± 0.85 |
43.35 ± 3.81 / 60.49 ± 3.18 |
2.38 ± 1.21 / 37.27 ± 1.09 |
15.56 ± 2.24 / 34.68 ± 3.15 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| google/gemma-2b-it (few-shot) |
2506 |
256 |
8192 |
False |
6,471 ± 1,142 / 1,961 ± 584 |
3.42 |
36.62 ± 1.56 / 28.22 ± 1.66 |
28.54 ± 2.70 / 50.10 ± 1.65 |
1.15 ± 1.66 / 38.16 ± 2.78 |
23.39 ± 1.00 / 51.61 ± 1.04 |
12.5.2 |
12.1.0 |
12.1.0 |
12.4.0 |
| sentence-transformers/distiluse-base-multilingual-cased-v2 |
135 |
120 |
512 |
True |
33,247 ± 8,123 / 6,017 ± 1,977 |
3.44 |
41.82 ± 3.25 / 42.03 ± 3.15 |
49.38 ± 1.72 / 66.10 ± 1.17 |
4.77 ± 2.08 / 49.48 ± 2.07 |
0.05 ± 0.06 / 0.92 ± 0.55 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| sentence-transformers/distiluse-base-multilingual-cased |
135 |
120 |
512 |
True |
19,206 ± 4,451 / 3,658 ± 1,187 |
3.44 |
40.20 ± 3.20 / 40.33 ± 3.13 |
48.71 ± 1.60 / 65.32 ± 1.57 |
5.53 ± 1.92 / 51.10 ± 1.38 |
0.06 ± 0.06 / 1.12 ± 1.10 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| HuggingFaceTB/SmolLM2-1.7B-Instruct (few-shot) |
1711 |
49 |
8192 |
True |
15,971 ± 3,654 / 3,609 ± 1,197 |
3.45 |
32.54 ± 1.57 / 26.92 ± 1.87 |
27.03 ± 2.54 / 42.80 ± 3.28 |
8.95 ± 1.62 / 51.86 ± 2.23 |
18.38 ± 1.26 / 39.18 ± 2.13 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| RuterNorway/Llama-2-7b-chat-norwegian (few-shot) |
6738 |
32 |
4096 |
False |
10,890 ± 2,686 / 2,186 ± 750 |
3.45 |
27.22 ± 1.38 / 24.48 ± 1.76 |
33.61 ± 5.06 / 49.68 ± 5.74 |
0.45 ± 0.91 / 35.24 ± 3.71 |
20.44 ± 3.29 / 45.50 ± 3.33 |
9.3.1 |
12.10.0 |
9.3.1 |
12.5.2 |
| google/gemma-2b (few-shot) |
2506 |
256 |
8192 |
True |
6,087 ± 1,046 / 1,902 ± 563 |
3.45 |
16.95 ± 2.96 / 15.80 ± 2.16 |
44.96 ± 3.30 / 61.27 ± 2.88 |
0.77 ± 1.22 / 33.68 ± 0.59 |
17.92 ± 4.72 / 40.68 ± 6.34 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
| Qwen/Qwen1.5-1.8B-Chat (few-shot) |
1837 |
152 |
32768 |
False |
8,304 ± 1,846 / 1,933 ± 617 |
3.47 |
28.04 ± 2.71 / 24.08 ± 1.58 |
36.21 ± 3.42 / 54.82 ± 3.32 |
3.12 ± 1.42 / 46.21 ± 2.93 |
16.33 ± 3.22 / 41.91 ± 4.34 |
12.5.2 |
11.0.0 |
12.1.0 |
12.5.0 |
| AI-Sweden-Models/gpt-sw3-20b (few-shot) |
20918 |
64 |
2077 |
True |
1,875 ± 673 / 261 ± 91 |
3.49 |
36.17 ± 2.52 / 27.29 ± 1.74 |
34.17 ± 7.08 / 46.97 ± 8.28 |
2.21 ± 1.64 / 38.29 ± 3.56 |
13.60 ± 3.04 / 30.89 ± 4.33 |
12.9.0 |
12.9.0 |
12.9.0 |
12.9.0 |
| allenai/OLMo-7B (few-shot) |
6888 |
50 |
2080 |
True |
5,403 ± 1,133 / 1,294 ± 423 |
3.52 |
30.85 ± 4.69 / 24.38 ± 3.10 |
49.77 ± 2.81 / 64.87 ± 2.42 |
2.67 ± 1.77 / 41.55 ± 4.54 |
4.09 ± 1.94 / 12.70 ± 2.66 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| NorwAI/NorwAI-Llama2-7B (few-shot) |
7033 |
68 |
4096 |
True |
4,438 ± 1,128 / 1,028 ± 346 |
3.54 |
25.69 ± 1.43 / 25.95 ± 1.23 |
33.48 ± 2.83 / 47.14 ± 4.43 |
3.73 ± 1.14 / 44.43 ± 4.17 |
14.82 ± 2.69 / 35.50 ± 3.15 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
| sentence-transformers/distiluse-base-multilingual-cased-v1 |
135 |
120 |
512 |
True |
34,042 ± 8,482 / 5,951 ± 1,950 |
3.60 |
28.29 ± 6.50 / 27.54 ± 6.33 |
51.70 ± 1.63 / 67.81 ± 1.08 |
2.12 ± 2.30 / 49.13 ± 2.33 |
0.03 ± 0.05 / 0.69 ± 0.53 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| DiscoResearch/DiscoLM-70b (few-shot, val) |
68977 |
32 |
8221 |
False |
291 ± 23 / 163 ± 39 |
3.61 |
62.16 ± 2.83 / 48.46 ± 3.31 |
27.56 ± 3.62 / 47.04 ± 4.06 |
0.59 ± 1.16 / 32.41 ± 0.74 |
0.00 ± 0.00 / 4.44 ± 0.39 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| HuggingFaceTB/SmolLM2-1.7B (few-shot) |
1711 |
49 |
8192 |
True |
16,249 ± 3,690 / 3,689 ± 1,226 |
3.67 |
28.67 ± 3.31 / 25.27 ± 2.68 |
19.69 ± 2.50 / 29.00 ± 2.22 |
5.07 ± 0.89 / 47.60 ± 2.39 |
18.43 ± 2.31 / 38.33 ± 2.91 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| Qwen/Qwen1.5-1.8B (few-shot) |
1837 |
152 |
32768 |
True |
5,666 ± 1,328 / 1,256 ± 408 |
3.70 |
9.23 ± 4.86 / 10.43 ± 3.83 |
38.30 ± 2.90 / 56.94 ± 2.83 |
0.39 ± 1.17 / 33.47 ± 0.34 |
16.67 ± 3.02 / 41.61 ± 3.00 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
| ibm-granite/granite-3.0-1b-a400m-base (few-shot) |
1385 |
49 |
4096 |
True |
7,808 ± 2,183 / 1,289 ± 428 |
3.71 |
19.94 ± 4.65 / 19.11 ± 3.71 |
34.66 ± 3.73 / 44.27 ± 4.29 |
0.70 ± 1.06 / 33.46 ± 0.38 |
14.66 ± 2.25 / 31.39 ± 2.73 |
13.2.0 |
13.2.0 |
13.2.0 |
13.2.0 |
| seedboxai/KafkaLM-70B-German-V0.1 (few-shot, val) |
68977 |
32 |
4125 |
True |
294 ± 21 / 168 ± 42 |
3.73 |
59.23 ± 2.95 / 52.06 ± 3.03 |
-5.01 ± 4.03 / 18.00 ± 0.71 |
3.19 ± 4.99 / 37.63 ± 3.16 |
19.84 ± 2.17 / 56.60 ± 3.00 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| dbmdz/bert-mini-historic-multilingual-cased |
12 |
32 |
512 |
True |
47,122 ± 9,661 / 9,714 ± 3,152 |
3.76 |
38.71 ± 2.23 / 36.92 ± 1.95 |
34.21 ± 2.42 / 55.54 ± 1.69 |
1.59 ± 1.31 / 49.57 ± 1.09 |
0.00 ± 0.00 / 0.00 ± 0.00 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| dbmdz/bert-tiny-historic-multilingual-cased |
5 |
32 |
512 |
True |
78,027 ± 15,466 / 17,064 ± 5,335 |
3.82 |
33.18 ± 2.13 / 32.48 ± 2.13 |
33.61 ± 2.23 / 55.01 ± 2.11 |
1.83 ± 1.54 / 49.40 ± 1.24 |
0.00 ± 0.00 / 0.00 ± 0.00 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| 3ebdola/Dialectal-Arabic-XLM-R-Base |
277 |
250 |
512 |
True |
12,783 ± 2,537 / 2,712 ± 885 |
3.83 |
30.18 ± 6.85 / 29.11 ± 6.64 |
32.66 ± 3.87 / 53.17 ± 4.09 |
2.10 ± 1.30 / 47.10 ± 2.29 |
0.46 ± 0.39 / 4.04 ± 2.36 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| allenai/OLMo-7B-Twin-2T (few-shot) |
6888 |
50 |
2080 |
True |
5,484 ± 1,125 / 1,317 ± 425 |
3.99 |
14.06 ± 5.31 / 12.90 ± 4.52 |
28.07 ± 6.33 / 38.61 ± 7.42 |
2.31 ± 1.88 / 44.45 ± 4.23 |
6.89 ± 2.35 / 17.95 ± 3.37 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| Qwen/Qwen1.5-0.5B-Chat (few-shot) |
620 |
152 |
32768 |
False |
11,740 ± 3,000 / 2,209 ± 721 |
4.02 |
24.67 ± 0.99 / 23.98 ± 0.73 |
9.31 ± 2.97 / 21.50 ± 2.70 |
1.11 ± 1.69 / 37.88 ± 4.05 |
13.60 ± 1.60 / 29.10 ± 1.94 |
12.5.2 |
11.0.0 |
12.1.0 |
12.5.0 |
| Qwen/Qwen1.5-0.5B (few-shot) |
620 |
152 |
32768 |
True |
11,371 ± 2,924 / 2,122 ± 692 |
4.03 |
27.34 ± 1.95 / 24.46 ± 1.25 |
10.64 ± 5.31 / 26.79 ± 4.73 |
0.33 ± 1.20 / 35.20 ± 2.45 |
11.81 ± 2.10 / 27.38 ± 2.49 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
| HuggingFaceTB/SmolLM2-360M (few-shot) |
362 |
49 |
8192 |
True |
22,023 ± 6,203 / 3,675 ± 1,231 |
4.06 |
19.94 ± 0.96 / 18.01 ± 0.59 |
19.64 ± 5.59 / 36.97 ± 5.41 |
0.00 ± 0.00 / 33.32 ± 0.30 |
8.78 ± 1.33 / 20.50 ± 1.50 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| state-spaces/mamba-2.8b-hf (few-shot) |
2768 |
50 |
32800 |
True |
2,722 ± 495 / 766 ± 250 |
4.08 |
21.96 ± 1.53 / 18.48 ± 1.53 |
18.66 ± 3.01 / 35.11 ± 2.93 |
0.16 ± 1.78 / 37.84 ± 2.92 |
7.08 ± 1.91 / 18.42 ± 2.90 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |
| HuggingFaceTB/SmolLM2-360M-Instruct (few-shot) |
362 |
49 |
8192 |
True |
21,777 ± 6,115 / 3,617 ± 1,211 |
4.17 |
18.77 ± 3.96 / 18.65 ± 3.26 |
12.59 ± 3.85 / 22.64 ± 2.25 |
1.64 ± 1.30 / 34.84 ± 2.12 |
9.27 ± 1.07 / 21.58 ± 1.37 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| allenai/OLMo-1B (few-shot) |
1177 |
50 |
2080 |
True |
8,536 ± 1,926 / 1,940 ± 619 |
4.22 |
21.46 ± 2.04 / 20.83 ± 1.63 |
21.03 ± 6.33 / 38.33 ± 7.79 |
0.13 ± 1.48 / 43.17 ± 4.90 |
0.71 ± 0.53 / 6.02 ± 1.37 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
| fresh-xlm-roberta-base |
277 |
250 |
512 |
True |
2,214 ± 94 / 1,494 ± 229 |
4.28 |
8.03 ± 1.35 / 8.63 ± 1.36 |
23.44 ± 7.21 / 42.87 ± 7.78 |
-0.17 ± 1.13 / 39.21 ± 4.70 |
0.00 ± 0.00 / 0.00 ± 0.00 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| fresh-electra-small |
13 |
31 |
512 |
True |
7,840 ± 1,538 / 3,024 ± 438 |
4.38 |
9.53 ± 0.71 / 9.93 ± 0.76 |
13.29 ± 8.29 / 29.94 ± 8.32 |
-0.15 ± 0.77 / 33.37 ± 0.37 |
0.00 ± 0.00 / 0.00 ± 0.00 |
12.8.0 |
12.8.0 |
12.8.0 |
12.8.0 |
| HuggingFaceTB/SmolLM2-135M-Instruct (few-shot) |
135 |
49 |
8192 |
True |
25,602 ± 7,583 / 3,953 ± 1,325 |
4.52 |
15.54 ± 1.74 / 15.29 ± 1.88 |
2.51 ± 1.90 / 21.27 ± 3.22 |
0.36 ± 1.07 / 39.04 ± 3.21 |
1.77 ± 0.67 / 5.69 ± 0.96 |
13.1.0 |
13.1.0 |
13.1.0 |
13.1.0 |
| HuggingFaceTB/SmolLM2-135M (few-shot) |
135 |
49 |
8192 |
True |
26,346 ± 7,812 / 4,082 ± 1,372 |
4.56 |
16.89 ± 1.62 / 16.63 ± 1.80 |
2.74 ± 3.46 / 23.30 ± 3.11 |
-0.34 ± 1.06 / 39.21 ± 4.13 |
0.28 ± 0.27 / 2.91 ± 0.92 |
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 |
4.69 |
5.80 ± 1.56 / 5.41 ± 1.56 |
4.45 ± 1.73 / 29.26 ± 3.66 |
-0.48 ± 1.33 / 43.09 ± 3.56 |
0.08 ± 0.12 / 4.02 ± 1.17 |
12.10.4 |
12.10.4 |
12.10.4 |
12.10.4 |
| RJuro/kanelsnegl-v0.1 (few-shot) |
7242 |
32 |
541 |
True |
5,847 ± 1,029 / 1,640 ± 525 |
4.83 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 17.05 ± 0.35 |
0.00 ± 0.00 / 33.34 ± 0.31 |
0.00 ± 0.00 / 14.17 ± 0.79 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| ai-forever/mGPT (few-shot) |
unknown |
100 |
2077 |
True |
11,734 ± 3,124 / 2,174 ± 720 |
4.83 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.19 ± 1.24 / 17.20 ± 1.22 |
-0.12 ± 0.91 / 36.65 ± 3.92 |
0.00 ± 0.00 / 1.29 ± 0.49 |
12.10.0 |
12.10.0 |
12.10.0 |
12.10.0 |
| ssmits/Falcon2-5.5B-multilingual (few-shot) |
5465 |
65 |
8192 |
True |
7,692 ± 1,423 / 1,960 ± 644 |
4.83 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.00 ± 0.00 / 17.05 ± 0.35 |
0.00 ± 0.00 / 33.34 ± 0.31 |
0.00 ± 0.00 / 0.02 ± 0.01 |
13.0.0 |
13.0.0 |
13.0.0 |
13.0.0 |