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