| layout | title |
|---|---|
leaderboard |
English NLG 🇬🇧 |
Include merged models
| Model ID | Parameters | Vocabulary size | Context | Commercial | Speed | Rank | CoNLL-en | SST5 | ScaLA-en | SQuAD | CNN-DailyMail | MMLU | HellaSwag | CoNLL-en version | SST5 version | ScaLA-en version | SQuAD version | CNN-DailyMail version | MMLU version | HellaSwag version |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gpt-4-0613 (few-shot, val) | unknown | 100 | 8191 | True | 597 ± 197 / 93 ± 33 | 1.21 | 78.06 ± 2.73 / 70.76 ± 3.80 | 69.06 ± 2.20 / 76.04 ± 1.60 | 55.76 ± 3.84 / 76.34 ± 1.44 | 67.35 ± 1.98 / 85.76 ± 0.77 | 70.54 ± 0.24 / 26.98 ± 0.49 | 72.27 ± 2.36 / 78.75 ± 1.88 | 91.51 ± 2.15 / 93.59 ± 1.62 | 12.2.0 | 12.1.0 | 12.2.0 | 12.2.0 | 12.5.2 | 12.5.2 | 12.5.2 |
| gpt-4-1106-preview (few-shot, val) | unknown | 100 | 128254 | True | 576 ± 221 / 81 ± 28 | 1.21 | 81.79 ± 1.39 / 65.51 ± 4.16 | 67.55 ± 2.34 / 74.04 ± 1.80 | 51.21 ± 4.96 / 75.11 ± 2.42 | 66.60 ± 1.45 / 84.48 ± 0.76 | 68.80 ± 0.43 / 21.84 ± 0.45 | 81.71 ± 1.12 / 86.29 ± 0.83 | 89.91 ± 1.81 / 92.38 ± 1.34 | 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 | 1.33 | 79.06 ± 2.34 / 74.41 ± 2.24 | 65.53 ± 2.61 / 68.71 ± 2.08 | 46.28 ± 4.01 / 72.38 ± 2.33 | 75.20 ± 1.68 / 86.90 ± 1.14 | 69.10 ± 0.33 / 21.34 ± 0.43 | 72.64 ± 1.98 / 79.49 ± 1.48 | 77.49 ± 4.78 / 82.50 ± 3.93 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 |
| gpt-4o-2024-05-13 (few-shot, val) | unknown | 200 | 128127 | True | 916 ± 329 / 114 ± 38 | 1.35 | 83.48 ± 1.52 / 75.51 ± 2.26 | 62.74 ± 2.04 / 71.28 ± 1.46 | 46.56 ± 3.35 / 71.13 ± 1.97 | 65.41 ± 1.96 / 84.78 ± 0.68 | 67.64 ± 0.97 / 20.90 ± 0.92 | 78.55 ± 1.82 / 83.91 ± 1.34 | 91.34 ± 1.66 / 93.48 ± 1.27 | 12.10.0 | 12.10.2 | 12.10.2 | 12.10.0 | 12.10.0 | 12.10.2 | 12.10.2 |
| VAGOsolutions/SauerkrautLM-7b-LaserChat (few-shot) | 7242 | 32 | 8192 | False | 2,387 ± 456 / 717 ± 226 | 1.44 | 71.91 ± 1.16 / 62.61 ± 2.72 | 69.68 ± 0.91 / 69.92 ± 0.73 | 46.89 ± 2.30 / 72.87 ± 1.01 | 76.21 ± 1.03 / 89.02 ± 0.61 | 70.19 ± 0.35 / 27.05 ± 0.41 | 50.39 ± 1.26 / 62.73 ± 0.94 | 83.53 ± 0.67 / 87.62 ± 0.50 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 |
| google/gemma-2-27b-it (few-shot) | 27227 | 256 | 8448 | True | 1,516 ± 257 / 480 ± 148 | 1.44 | 62.40 ± 1.15 / 59.91 ± 1.66 | 68.68 ± 0.87 / 73.25 ± 0.48 | 54.17 ± 2.59 / 76.02 ± 1.67 | 66.96 ± 1.51 / 84.76 ± 0.92 | 69.79 ± 0.37 / 26.34 ± 0.54 | 68.71 ± 0.72 / 76.45 ± 0.55 | 81.25 ± 1.38 / 85.84 ± 1.05 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| upstage/SOLAR-10.7B-v1.0 (few-shot) | 10732 | 32 | 4096 | True | 3,780 ± 906 / 799 ± 261 | 1.45 | 69.50 ± 1.14 / 63.41 ± 0.77 | 70.01 ± 0.93 / 59.77 ± 0.59 | 41.35 ± 2.01 / 70.11 ± 0.82 | 76.79 ± 0.43 / 89.35 ± 0.19 | 71.16 ± 0.12 / 29.84 ± 0.23 | 51.95 ± 0.84 / 63.78 ± 0.62 | 90.94 ± 0.54 / 93.17 ± 0.41 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 |
| Nexusflow/Starling-LM-7B-beta (few-shot) | 7242 | 32 | 8192 | False | 5,876 ± 1,021 / 1,677 ± 546 | 1.48 | 71.81 ± 1.02 / 59.93 ± 2.52 | 69.98 ± 1.00 / 69.79 ± 0.76 | 45.34 ± 2.51 / 72.10 ± 1.10 | 72.49 ± 1.57 / 87.51 ± 0.74 | 70.37 ± 0.32 / 27.70 ± 0.38 | 50.93 ± 1.34 / 62.98 ± 0.98 | 83.82 ± 0.80 / 87.83 ± 0.60 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 |
| meta-llama/Llama-2-70b-hf (few-shot, val) | 68977 | 32 | 4349 | True | 1,892 ± 650 / 318 ± 105 | 1.52 | 72.38 ± 1.28 / 66.44 ± 1.74 | 60.98 ± 2.19 / 68.64 ± 2.17 | 43.12 ± 5.21 / 70.12 ± 2.87 | 74.50 ± 3.41 / 86.22 ± 1.70 | 71.63 ± 0.35 / 26.83 ± 0.78 | 54.29 ± 1.91 / 65.78 ± 1.33 | 74.35 ± 4.59 / 80.47 ± 3.64 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 |
| gpt-4o-mini-2024-07-18 (few-shot) | unknown | 200 | 128254 | True | 1,171 ± 378 / 120 ± 39 | 1.53 | 78.84 ± 1.47 / 68.25 ± 3.41 | 60.72 ± 1.81 / 67.08 ± 1.16 | 50.99 ± 1.31 / 72.72 ± 1.34 | 61.45 ± 1.95 / 83.59 ± 0.82 | 68.66 ± 0.07 / 21.97 ± 0.19 | 62.15 ± 1.02 / 71.31 ± 0.77 | 79.13 ± 1.02 / 83.93 ± 0.81 | 12.11.0 | 12.11.0 | 12.11.0 | 12.11.0 | 12.11.0 | 12.11.0 | 12.11.0 |
| meta-llama/Meta-Llama-3-70B-Instruct (few-shot, val) | 70554 | 128 | 8192 | True | 1,673 ± 583 / 275 ± 85 | 1.53 | 81.30 ± 1.35 / 76.64 ± 1.77 | 66.18 ± 2.04 / 72.85 ± 1.27 | 38.10 ± 2.32 / 68.58 ± 1.40 | 53.31 ± 3.61 / 77.76 ± 1.59 | 70.35 ± 0.46 / 26.71 ± 0.65 | 72.39 ± 1.41 / 79.30 ± 1.05 | 83.86 ± 2.24 / 87.81 ± 1.71 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 |
| 152334H/miqu-1-70b-sf (few-shot, val) | 68977 | 32 | 33017 | True | 2,126 ± 676 / 319 ± 104 | 1.58 | 71.83 ± 1.48 / 65.37 ± 1.62 | 62.99 ± 3.04 / 69.81 ± 1.86 | 39.97 ± 3.89 / 69.38 ± 1.87 | 64.42 ± 3.17 / 80.97 ± 1.54 | 71.27 ± 0.50 / 25.32 ± 0.64 | 64.27 ± 3.04 / 73.20 ± 2.27 | 77.60 ± 4.02 / 82.85 ± 3.10 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 | 12.7.0 |
| VAGOsolutions/FC-SauerkrautLM-7b-beta (few-shot) | unknown | 32 | 8192 | False | 2,160 ± 514 / 668 ± 256 | 1.59 | 70.15 ± 0.85 / 60.29 ± 2.28 | 69.36 ± 0.87 / 67.37 ± 0.89 | 37.09 ± 2.04 / 68.05 ± 1.30 | 77.39 ± 1.14 / 89.74 ± 0.41 | 69.72 ± 0.17 / 25.82 ± 0.35 | 50.10 ± 1.05 / 62.63 ± 0.79 | 77.27 ± 0.64 / 82.91 ± 0.49 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 |
| mistralai/Mistral-Nemo-Instruct-2407 (few-shot) | 12248 | 131 | 1024256 | True | 7,095 ± 2,193 / 1,063 ± 344 | 1.59 | 75.24 ± 0.84 / 67.78 ± 2.01 | 63.05 ± 1.41 / 70.34 ± 0.52 | 44.75 ± 2.73 / 71.43 ± 1.71 | 67.70 ± 1.57 / 83.88 ± 1.27 | 70.56 ± 0.58 / 25.57 ± 0.59 | 57.55 ± 1.00 / 68.02 ± 0.70 | 67.97 ± 1.89 / 75.51 ± 1.48 | 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 | 8448 | True | 2,062 ± 397 / 589 ± 178 | 1.61 | 58.07 ± 2.46 / 51.39 ± 2.35 | 68.40 ± 1.17 / 71.79 ± 0.65 | 51.58 ± 2.03 / 74.57 ± 1.48 | 62.03 ± 1.62 / 81.91 ± 0.76 | 69.72 ± 0.42 / 25.66 ± 0.38 | 63.99 ± 0.76 / 72.84 ± 0.57 | 75.87 ± 1.74 / 81.61 ± 1.30 | 13.0.0 | 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 | 1.68 | 72.40 ± 0.80 / 65.83 ± 1.64 | 63.46 ± 2.10 / 69.49 ± 1.15 | 35.86 ± 7.94 / 65.20 ± 6.98 | 68.42 ± 1.21 / 83.97 ± 0.74 | 69.38 ± 0.48 / 24.96 ± 0.47 | 53.42 ± 0.91 / 64.98 ± 0.74 | 78.36 ± 2.31 / 83.62 ± 1.78 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| skole-gpt (few-shot) | unknown | 32 | 32768 | False | 3,583 ± 977 / 686 ± 231 | 1.68 | 67.43 ± 0.90 / 60.40 ± 1.08 | 68.55 ± 1.35 / 69.63 ± 0.98 | 39.75 ± 2.28 / 69.19 ± 1.17 | 65.93 ± 2.77 / 82.86 ± 1.53 | 70.90 ± 0.34 / 25.88 ± 0.75 | 59.14 ± 1.02 / 69.28 ± 0.76 | 57.88 ± 2.80 / 67.75 ± 2.34 | 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 (few-shot) | 9242 | 256 | 8448 | True | 2,038 ± 406 / 566 ± 172 | 1.70 | 50.90 ± 2.39 / 44.74 ± 1.46 | 68.91 ± 0.89 / 70.46 ± 1.23 | 43.79 ± 3.15 / 71.10 ± 1.74 | 69.17 ± 1.55 / 84.25 ± 1.13 | 69.67 ± 0.46 / 25.26 ± 0.45 | 61.34 ± 0.86 / 70.95 ± 0.66 | 62.23 ± 3.55 / 70.69 ± 3.11 | 13.0.0 | 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 | 1.70 | 71.48 ± 2.47 / 69.71 ± 1.59 | 66.41 ± 2.66 / 68.72 ± 1.87 | 41.43 ± 2.57 / 70.34 ± 1.35 | 67.90 ± 1.61 / 85.57 ± 0.84 | 69.57 ± 0.18 / 24.41 ± 0.39 | 43.69 ± 3.59 / 57.38 ± 3.06 | 75.60 ± 3.04 / 81.48 ± 2.31 | 0.0.0 | 0.0.0 | 0.0.0 | 0.0.0 | 0.0.0 | 0.0.0 | 0.0.0 |
| ibm-granite/granite-3.0-8b-instruct (few-shot) | 8171 | 49 | 4096 | True | 5,090 ± 937 / 1,423 ± 466 | 1.73 | 62.84 ± 1.74 / 56.61 ± 1.77 | 68.55 ± 0.89 / 72.50 ± 1.04 | 41.05 ± 2.87 / 69.78 ± 1.63 | 66.25 ± 2.13 / 83.31 ± 0.91 | 69.36 ± 0.50 / 25.91 ± 0.54 | 53.62 ± 0.83 / 65.00 ± 0.65 | 71.00 ± 2.12 / 77.45 ± 1.78 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| CohereForAI/aya-expanse-8b (few-shot) | 8028 | 256 | 8192 | False | 5,581 ± 1,066 / 1,471 ± 483 | 1.74 | 66.61 ± 1.39 / 47.49 ± 1.37 | 68.71 ± 0.63 / 68.49 ± 1.70 | 34.72 ± 2.23 / 66.80 ± 1.30 | 57.90 ± 2.96 / 80.48 ± 1.34 | 71.92 ± 0.17 / 29.79 ± 0.15 | 56.93 ± 0.67 / 67.67 ± 0.51 | 74.42 ± 0.88 / 80.74 ± 0.65 | 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 | 1.75 | 66.13 ± 1.16 / 53.55 ± 2.73 | 63.66 ± 1.31 / 70.60 ± 0.63 | 34.07 ± 2.32 / 66.51 ± 1.23 | 68.10 ± 1.44 / 83.46 ± 1.01 | 69.32 ± 0.53 / 24.97 ± 0.93 | 59.24 ± 1.04 / 69.46 ± 0.78 | 74.58 ± 0.91 / 80.88 ± 0.69 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 |
| CohereForAI/aya-23-8B (few-shot) | 8028 | 256 | 8192 | False | 5,608 ± 1,062 / 1,472 ± 479 | 1.79 | 61.14 ± 2.97 / 53.13 ± 1.91 | 69.68 ± 0.65 / 67.92 ± 0.82 | 32.57 ± 2.11 / 65.57 ± 1.69 | 75.82 ± 1.63 / 87.24 ± 0.65 | 68.14 ± 1.53 / 25.56 ± 0.98 | 40.73 ± 0.87 / 54.65 ± 0.63 | 79.38 ± 0.82 / 84.41 ± 0.65 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| ibm-granite/granite-3.0-8b-base (few-shot) | 8171 | 49 | 4096 | True | 5,116 ± 943 / 1,436 ± 472 | 1.79 | 53.37 ± 1.98 / 49.01 ± 1.29 | 68.88 ± 1.24 / 70.64 ± 0.92 | 37.17 ± 3.96 / 67.71 ± 2.64 | 69.02 ± 2.58 / 83.72 ± 1.53 | 68.38 ± 0.45 / 24.50 ± 0.64 | 51.00 ± 1.07 / 62.95 ± 0.81 | 78.18 ± 1.10 / 83.30 ± 0.85 | 13.0.0 | 13.0.0 | 13.0.0 | 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 | 1.81 | 69.26 ± 2.17 / 57.48 ± 2.92 | 68.63 ± 2.65 / 73.31 ± 1.74 | 29.87 ± 3.02 / 63.64 ± 1.60 | 60.92 ± 2.44 / 80.40 ± 1.26 | 70.20 ± 0.33 / 26.15 ± 0.51 | 49.51 ± 2.34 / 61.84 ± 1.70 | 71.47 ± 2.32 / 78.36 ± 1.73 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 |
| 01-ai/Yi-1.5-6B (few-shot) | 6061 | 64 | 4352 | True | 2,867 ± 550 / 793 ± 253 | 1.83 | 55.51 ± 1.48 / 50.61 ± 1.37 | 68.74 ± 0.81 / 58.25 ± 0.31 | 40.81 ± 3.66 / 69.94 ± 1.98 | 72.33 ± 2.68 / 84.50 ± 1.61 | 67.71 ± 0.08 / 23.57 ± 0.14 | 48.36 ± 0.95 / 61.21 ± 0.76 | 68.50 ± 0.63 / 76.04 ± 0.47 | 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-Instruct (few-shot) | 8030 | 128 | 131328 | True | 2,411 ± 465 / 686 ± 215 | 1.83 | 76.95 ± 0.95 / 72.47 ± 0.82 | 68.12 ± 0.92 / 72.48 ± 0.53 | 34.34 ± 3.37 / 65.84 ± 1.59 | 47.88 ± 3.37 / 76.21 ± 1.69 | 69.57 ± 0.25 / 26.30 ± 0.35 | 56.62 ± 0.49 / 67.29 ± 0.39 | 69.03 ± 1.19 / 76.69 ± 0.89 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| meta-llama/Llama-2-70b-chat-hf (few-shot, val) | 68977 | 32 | 4096 | True | 1,979 ± 621 / 320 ± 105 | 1.85 | 72.80 ± 1.65 / 64.88 ± 3.12 | 63.76 ± 2.53 / 71.14 ± 1.90 | 28.37 ± 4.76 / 62.85 ± 3.04 | 64.70 ± 2.69 / 81.80 ± 1.41 | 71.04 ± 0.42 / 25.68 ± 0.52 | 47.00 ± 2.21 / 60.12 ± 1.58 | 61.56 ± 2.97 / 70.27 ± 2.27 | 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 | 1.87 | 75.02 ± 1.31 / 69.47 ± 1.18 | 67.64 ± 1.12 / 71.04 ± 1.17 | 32.29 ± 3.05 / 64.85 ± 2.07 | 54.84 ± 2.22 / 79.10 ± 1.10 | 69.28 ± 0.17 / 25.48 ± 0.61 | 53.77 ± 1.03 / 64.91 ± 0.80 | 57.64 ± 1.55 / 67.29 ± 1.30 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 |
| meta-llama/Llama-3.1-8B (few-shot) | 8030 | 128 | 131328 | True | 2,439 ± 459 / 703 ± 219 | 1.88 | 69.86 ± 2.10 / 62.68 ± 2.21 | 66.76 ± 0.72 / 68.58 ± 0.72 | 30.96 ± 2.46 / 61.29 ± 3.61 | 71.39 ± 2.20 / 84.24 ± 1.55 | 67.93 ± 0.44 / 22.00 ± 0.51 | 52.47 ± 0.85 / 64.25 ± 0.66 | 43.95 ± 3.26 / 57.04 ± 2.74 | 12.11.0 | 12.11.0 | 12.11.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| robinsmits/Qwen1.5-7B-Dutch-Chat-Sft-Bf16 (few-shot) | 7719 | 152 | 32768 | False | 2,413 ± 463 / 700 ± 220 | 1.88 | 67.52 ± 1.19 / 59.09 ± 2.64 | 63.10 ± 1.92 / 70.11 ± 0.80 | 37.75 ± 2.52 / 67.53 ± 1.75 | 64.88 ± 1.60 / 82.23 ± 0.72 | 68.45 ± 0.22 / 21.67 ± 0.52 | 47.66 ± 0.96 / 60.75 ± 0.72 | 63.35 ± 1.62 / 72.16 ± 1.31 | 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 | 1.91 | 69.16 ± 2.80 / 57.28 ± 2.82 | 63.85 ± 2.16 / 72.40 ± 1.71 | 28.40 ± 3.60 / 62.70 ± 1.51 | 52.69 ± 2.21 / 76.37 ± 1.27 | 70.55 ± 0.73 / 26.32 ± 0.97 | 51.74 ± 1.82 / 63.44 ± 1.40 | 71.96 ± 2.38 / 78.87 ± 1.66 | 9.3.2 | 9.3.2 | 9.3.2 | 12.5.2 | 9.3.2 | 9.3.2 | 9.3.2 |
| microsoft/Phi-3-mini-128k-instruct (few-shot) | 3821 | 32 | 131072 | True | 7,312 ± 1,668 / 1,609 ± 525 | 1.94 | 64.09 ± 0.96 / 49.92 ± 2.47 | 46.77 ± 4.36 / 60.99 ± 2.15 | 31.62 ± 2.25 / 63.73 ± 1.79 | 71.25 ± 0.83 / 85.72 ± 0.57 | 69.54 ± 0.57 / 24.79 ± 0.89 | 57.66 ± 1.17 / 68.22 ± 0.88 | 72.26 ± 0.86 / 79.10 ± 0.64 | 12.9.1 | 12.9.1 | 12.9.1 | 12.9.1 | 12.10.0 | 12.10.0 | 12.10.0 |
| senseable/WestLake-7B-v2 (few-shot) | 7242 | 32 | 32768 | False | 5,993 ± 1,028 / 1,742 ± 561 | 1.94 | 70.62 ± 0.90 / 58.92 ± 2.15 | 67.78 ± 1.03 / 72.29 ± 0.47 | 30.99 ± 2.94 / 62.20 ± 2.56 | 49.56 ± 2.85 / 76.72 ± 1.15 | 70.76 ± 0.56 / 24.95 ± 1.03 | 44.11 ± 4.39 / 57.76 ± 3.36 | 69.20 ± 2.71 / 76.75 ± 2.06 | 12.6.1 | 12.6.1 | 12.6.1 | 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 | 1.95 | 69.40 ± 1.47 / 54.63 ± 3.27 | 65.39 ± 2.32 / 73.11 ± 1.62 | 26.69 ± 3.88 / 62.82 ± 2.19 | 49.74 ± 2.61 / 75.27 ± 0.99 | 71.02 ± 0.71 / 25.90 ± 1.04 | 52.23 ± 1.23 / 63.71 ± 0.98 | 74.61 ± 2.55 / 80.66 ± 1.88 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 |
| mistralai/Mistral-7B-v0.1 (few-shot) | 7242 | 32 | 32768 | True | 2,657 ± 524 / 880 ± 278 | 1.96 | 63.40 ± 2.72 / 56.92 ± 2.17 | 68.17 ± 1.33 / 70.74 ± 0.93 | 30.92 ± 4.81 / 63.79 ± 4.42 | 73.45 ± 1.83 / 84.54 ± 1.42 | 69.11 ± 0.31 / 23.70 ± 0.53 | 47.74 ± 1.26 / 60.63 ± 0.97 | 34.96 ± 4.19 / 49.62 ± 3.28 | 9.1.2 | 9.1.2 | 9.1.2 | 12.5.1 | 11.0.0 | 9.2.0 | 9.2.0 |
| meta-llama/Meta-Llama-3-8B (few-shot) | 8030 | 128 | 8192 | True | 4,687 ± 1,121 / 967 ± 313 | 1.97 | 66.31 ± 2.09 / 58.68 ± 1.95 | 64.30 ± 0.65 / 69.26 ± 0.50 | 28.18 ± 3.96 / 58.97 ± 4.03 | 70.38 ± 3.51 / 82.95 ± 2.38 | 67.90 ± 0.49 / 21.54 ± 0.57 | 52.54 ± 0.88 / 64.26 ± 0.66 | 41.19 ± 4.40 / 54.78 ± 3.62 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 |
| alpindale/Mistral-7B-v0.2-hf (few-shot) | 7242 | 32 | 32768 | True | 1,841 ± 297 / 651 ± 193 | 1.99 | 61.02 ± 2.70 / 55.57 ± 2.50 | 67.10 ± 0.81 / 70.66 ± 0.76 | 29.82 ± 5.18 / 62.86 ± 4.72 | 73.50 ± 1.67 / 84.26 ± 1.30 | 69.02 ± 0.55 / 23.87 ± 0.72 | 47.13 ± 1.24 / 60.08 ± 0.92 | 35.88 ± 4.42 / 49.95 ± 3.87 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 |
| mistralai/Mistral-7B-v0.3 (few-shot) | 7248 | 33 | 32768 | True | 4,120 ± 976 / 926 ± 306 | 1.99 | 61.02 ± 2.74 / 55.65 ± 2.55 | 67.29 ± 0.80 / 70.81 ± 0.84 | 30.10 ± 5.12 / 62.99 ± 4.71 | 73.59 ± 1.75 / 84.31 ± 1.35 | 69.04 ± 0.56 / 23.86 ± 0.77 | 47.63 ± 1.17 / 60.45 ± 0.88 | 35.63 ± 4.21 / 49.72 ± 3.73 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.5 | 12.10.5 | 12.10.4 | 12.10.4 |
| 01-ai/Yi-6B (few-shot) | 6061 | 64 | 4096 | True | 6,435 ± 1,316 / 1,632 ± 549 | 2.01 | 52.70 ± 2.29 / 48.83 ± 2.24 | 68.66 ± 0.92 / 58.34 ± 0.37 | 25.29 ± 4.29 / 54.31 ± 5.45 | 75.89 ± 1.84 / 85.86 ± 1.03 | 64.51 ± 0.30 / 18.84 ± 0.32 | 50.89 ± 0.77 / 63.01 ± 0.60 | 68.29 ± 0.74 / 75.90 ± 0.62 | 9.3.2 | 10.0.0 | 10.0.0 | 12.5.1 | 12.0.0 | 10.0.1 | 10.0.1 |
| ibm-granite/granite-3.0-2b-base (few-shot) | 2534 | 49 | 4352 | True | 10,187 ± 2,363 / 2,204 ± 737 | 2.01 | 57.78 ± 1.91 / 50.30 ± 2.29 | 67.81 ± 1.00 / 61.89 ± 1.51 | 22.81 ± 2.71 / 60.07 ± 2.49 | 72.90 ± 1.16 / 83.67 ± 0.66 | 67.33 ± 0.41 / 22.76 ± 0.60 | 37.80 ± 0.99 / 53.52 ± 0.78 | 67.23 ± 0.96 / 75.34 ± 0.74 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| mlabonne/AlphaMonarch-7B (few-shot, val) | 7242 | 32 | 8192 | False | 5,340 ± 1,262 / 1,157 ± 375 | 2.03 | 69.19 ± 2.03 / 55.64 ± 3.53 | 63.77 ± 2.55 / 71.13 ± 1.83 | 28.43 ± 3.97 / 62.28 ± 1.86 | 44.39 ± 2.68 / 71.79 ± 1.25 | 69.77 ± 0.76 / 24.60 ± 1.13 | 46.53 ± 2.54 / 59.53 ± 1.87 | 71.36 ± 3.95 / 78.36 ± 2.91 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 |
| occiglot/occiglot-7b-de-en-instruct (few-shot) | 7242 | 32 | 32768 | False | 1,584 ± 217 / 635 ± 178 | 2.04 | 60.90 ± 3.17 / 53.69 ± 2.67 | 66.54 ± 1.42 / 69.26 ± 0.83 | 23.60 ± 3.72 / 57.65 ± 4.08 | 75.14 ± 1.51 / 87.25 ± 0.61 | 68.96 ± 0.53 / 25.60 ± 0.80 | 42.53 ± 0.85 / 56.25 ± 0.72 | 41.79 ± 3.18 / 54.82 ± 2.83 | 12.5.2 | 12.3.1 | 12.3.1 | 12.4.0 | 12.4.0 | 12.3.1 | 12.3.1 |
| ibm-granite/granite-3.0-2b-instruct (few-shot) | 2634 | 49 | 4352 | True | 10,194 ± 2,403 / 2,193 ± 731 | 2.06 | 61.97 ± 1.74 / 54.58 ± 1.53 | 67.54 ± 1.33 / 66.16 ± 1.54 | 31.70 ± 2.00 / 65.43 ± 1.09 | 59.78 ± 1.66 / 78.74 ± 0.76 | 68.61 ± 0.41 / 24.36 ± 0.58 | 39.82 ± 0.91 / 54.59 ± 0.66 | 57.51 ± 0.92 / 67.67 ± 0.71 | 13.0.0 | 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 | 8320 | True | 1,378 ± 260 / 387 ± 119 | 2.08 | 47.20 ± 3.34 / 41.96 ± 3.12 | 63.88 ± 2.24 / 66.49 ± 0.81 | 35.75 ± 2.65 / 66.41 ± 2.26 | 69.40 ± 4.29 / 82.46 ± 2.86 | 69.25 ± 0.80 / 24.32 ± 0.95 | 50.57 ± 1.00 / 61.48 ± 0.80 | 35.79 ± 4.89 / 46.37 ± 3.67 | 12.9.1 | 12.9.1 | 12.9.1 | 12.9.1 | 12.9.1 | 12.9.1 | 12.10.0 |
| Qwen/Qwen1.5-4B (few-shot) | 3950 | 152 | 32768 | True | 3,248 ± 739 / 761 ± 252 | 2.10 | 55.45 ± 1.61 / 49.72 ± 1.27 | 60.55 ± 1.54 / 68.53 ± 0.71 | 28.60 ± 3.36 / 60.31 ± 4.06 | 70.49 ± 0.74 / 82.68 ± 0.52 | 68.67 ± 0.11 / 21.65 ± 0.21 | 39.82 ± 0.76 / 54.62 ± 0.57 | 51.82 ± 1.03 / 63.79 ± 0.79 | 12.5.2 | 10.0.1 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 |
| meta-llama/Llama-3.2-3B-Instruct (few-shot) | 3213 | 128 | 131328 | False | 10,424 ± 2,641 / 2,081 ± 666 | 2.10 | 68.44 ± 1.14 / 56.80 ± 2.31 | 66.00 ± 1.41 / 70.47 ± 1.02 | 32.04 ± 3.44 / 65.62 ± 1.88 | 49.54 ± 3.13 / 75.26 ± 1.64 | 69.23 ± 0.19 / 24.84 ± 0.39 | 45.50 ± 0.74 / 58.96 ± 0.57 | 46.50 ± 1.78 / 59.43 ± 1.44 | 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 (few-shot) | 7242 | 32 | 32768 | True | 5,054 ± 1,200 / 1,056 ± 339 | 2.14 | 59.10 ± 1.87 / 51.31 ± 1.87 | 68.41 ± 1.17 / 70.85 ± 0.74 | 25.43 ± 4.22 / 60.79 ± 3.45 | 71.89 ± 2.20 / 82.99 ± 1.78 | 67.99 ± 0.41 / 22.12 ± 0.52 | 44.09 ± 1.21 / 56.37 ± 0.96 | 32.29 ± 4.57 / 45.16 ± 4.28 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 | 12.5.3 |
| mistralai/Mistral-7B-Instruct-v0.1 (few-shot) | 7242 | 32 | 32768 | False | 634 ± 179 / 110 ± 35 | 2.15 | 57.58 ± 2.30 / 47.94 ± 2.89 | 61.44 ± 2.02 / 69.47 ± 0.98 | 34.92 ± 2.40 / 66.67 ± 1.41 | 65.38 ± 1.76 / 81.90 ± 0.57 | 69.62 ± 0.31 / 24.65 ± 0.44 | 38.40 ± 0.98 / 53.43 ± 0.76 | 35.72 ± 1.56 / 49.69 ± 1.42 | 9.3.1 | 9.3.1 | 9.3.1 | 12.4.0 | 12.4.0 | 9.3.1 | 9.3.1 |
| RuterNorway/Llama-2-13b-chat-norwegian (few-shot) | unknown | 32 | 4096 | False | 3,254 ± 1,068 / 484 ± 173 | 2.17 | 64.93 ± 2.24 / 57.95 ± 1.24 | 64.14 ± 1.61 / 68.00 ± 1.67 | 28.08 ± 3.86 / 62.71 ± 2.98 | 62.09 ± 1.68 / 79.57 ± 0.96 | 68.84 ± 0.52 / 24.99 ± 0.80 | 36.49 ± 0.82 / 52.02 ± 0.62 | 38.09 ± 2.61 / 52.60 ± 2.19 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 |
| occiglot/occiglot-7b-de-en (few-shot) | 7242 | 32 | 32768 | True | 1,992 ± 319 / 706 ± 211 | 2.17 | 56.07 ± 4.01 / 51.66 ± 3.99 | 65.29 ± 1.43 / 69.38 ± 0.73 | 25.78 ± 2.57 / 61.50 ± 2.24 | 73.13 ± 4.05 / 83.85 ± 2.69 | 68.76 ± 0.54 / 23.14 ± 0.51 | 41.47 ± 0.94 / 55.81 ± 0.77 | 32.75 ± 3.47 / 48.17 ± 2.83 | 12.3.2 | 12.3.1 | 12.3.1 | 12.3.1 | 12.3.1 | 12.3.1 | 12.3.1 |
| meta-llama/Llama-2-13b-chat-hf (few-shot) | 13016 | 32 | 4320 | True | 2,849 ± 622 / 723 ± 229 | 2.18 | 68.75 ± 1.54 / 60.01 ± 1.57 | 62.37 ± 1.68 / 67.79 ± 1.51 | 25.07 ± 3.20 / 61.02 ± 2.86 | 61.56 ± 1.18 / 80.11 ± 0.70 | 69.40 ± 0.49 / 24.79 ± 0.61 | 38.00 ± 0.83 / 52.95 ± 0.66 | 42.14 ± 2.47 / 55.96 ± 1.93 | 12.11.0 | 12.10.4 | 12.10.4 | 12.11.0 | 12.11.0 | 12.10.4 | 12.10.4 |
| Qwen/Qwen1.5-4B-Chat (few-shot) | 3950 | 152 | 32768 | False | 4,347 ± 893 / 1,135 ± 365 | 2.19 | 58.56 ± 1.99 / 54.14 ± 2.01 | 59.62 ± 1.29 / 68.55 ± 0.56 | 28.55 ± 3.97 / 60.49 ± 4.25 | 70.04 ± 0.89 / 82.09 ± 0.84 | 67.27 ± 0.39 / 19.77 ± 0.31 | 38.68 ± 1.02 / 53.45 ± 0.74 | 47.47 ± 1.28 / 60.44 ± 1.02 | 12.5.2 | 10.0.1 | 12.1.0 | 12.5.2 | 12.1.0 | 12.1.0 | 12.1.0 |
| meta-llama/Llama-2-13b-hf (few-shot) | 13016 | 32 | 4096 | True | 2,898 ± 637 / 736 ± 236 | 2.21 | 63.75 ± 2.50 / 59.28 ± 2.20 | 61.85 ± 1.70 / 69.02 ± 0.76 | 26.41 ± 4.93 / 59.67 ± 4.84 | 73.48 ± 2.06 / 85.27 ± 1.15 | 67.73 ± 0.58 / 22.39 ± 0.65 | 38.04 ± 1.30 / 53.30 ± 0.99 | 28.16 ± 3.07 / 44.80 ± 2.46 | 12.10.5 | 12.10.4 | 12.10.4 | 12.10.5 | 12.10.5 | 12.10.4 | 12.10.4 |
| google/gemma-7b-it (few-shot) | 8538 | 256 | 8445 | False | 1,792 ± 249 / 668 ± 203 | 2.23 | 66.70 ± 0.99 / 61.08 ± 1.16 | 55.62 ± 2.54 / 64.98 ± 2.03 | 31.36 ± 2.63 / 65.21 ± 1.16 | 72.58 ± 0.68 / 84.67 ± 0.91 | 67.24 ± 0.71 / 21.99 ± 0.99 | 35.27 ± 1.22 / 50.12 ± 0.94 | 32.54 ± 1.77 / 46.58 ± 1.66 | 12.10.0 | 12.10.0 | 12.10.0 | 12.10.0 | 12.10.0 | 12.10.0 | 12.10.0 |
| mistralai/Mistral-7B-Instruct-v0.2 (few-shot) | 7242 | 32 | 32768 | False | 634 ± 179 / 110 ± 35 | 2.23 | 62.11 ± 1.61 / 52.36 ± 2.00 | 59.91 ± 2.10 / 68.92 ± 1.21 | 30.66 ± 3.60 / 64.32 ± 2.03 | 58.27 ± 2.09 / 77.85 ± 0.70 | 69.75 ± 0.63 / 24.71 ± 0.72 | 34.93 ± 1.35 / 50.71 ± 1.00 | 44.91 ± 2.44 / 58.07 ± 1.93 | 9.3.1 | 9.2.0 | 9.3.1 | 12.4.0 | 12.4.0 | 9.3.2 | 9.3.2 |
| occiglot/occiglot-7b-eu5-instruct (few-shot) | 7242 | 32 | 32768 | False | 2,088 ± 352 / 706 ± 214 | 2.23 | 56.90 ± 3.08 / 51.16 ± 2.56 | 62.10 ± 1.65 / 68.81 ± 0.76 | 20.17 ± 3.68 / 54.76 ± 4.24 | 75.29 ± 1.37 / 86.48 ± 0.72 | 69.63 ± 0.46 / 25.61 ± 0.45 | 38.48 ± 1.10 / 53.32 ± 0.83 | 27.67 ± 2.08 / 43.61 ± 2.08 | 12.5.2 | 12.2.0 | 12.3.1 | 12.4.0 | 12.4.0 | 12.3.1 | 12.3.1 |
| danish-foundation-models/munin-7b-v0.1dev0 (few-shot) | 7242 | 32 | 8192 | True | 6,113 ± 1,044 / 1,790 ± 579 | 2.26 | 56.38 ± 2.95 / 50.80 ± 2.82 | 66.04 ± 1.68 / 65.21 ± 1.48 | 22.15 ± 3.57 / 57.71 ± 4.24 | 71.32 ± 1.41 / 83.70 ± 0.93 | 68.13 ± 0.68 / 23.08 ± 0.59 | 35.47 ± 1.23 / 50.47 ± 0.94 | 29.25 ± 3.05 / 44.01 ± 2.75 | 12.5.2 | 12.5.0 | 12.5.0 | 12.5.0 | 12.5.0 | 12.5.0 | 12.5.0 |
| google/gemma-2-2b-it (few-shot) | 2614 | 256 | 8448 | True | 5,374 ± 1,233 / 1,193 ± 377 | 2.28 | 44.36 ± 1.46 / 38.51 ± 1.53 | 66.37 ± 1.35 / 67.64 ± 1.35 | 34.69 ± 2.50 / 67.16 ± 1.29 | 55.07 ± 1.73 / 78.88 ± 0.80 | 68.09 ± 0.20 / 23.58 ± 0.33 | 42.89 ± 1.25 / 57.03 ± 0.94 | 45.52 ± 0.68 / 58.39 ± 0.55 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| meta-llama/Llama-2-7b-chat-hf (few-shot) | 6738 | 32 | 4096 | False | 2,643 ± 455 / 800 ± 247 | 2.33 | 62.53 ± 1.35 / 53.42 ± 2.04 | 62.23 ± 1.29 / 68.09 ± 1.34 | 22.71 ± 1.81 / 60.79 ± 1.08 | 64.45 ± 1.39 / 80.79 ± 0.79 | 69.95 ± 0.32 / 25.22 ± 0.33 | 30.47 ± 0.70 / 46.82 ± 0.55 | 30.18 ± 1.87 / 45.85 ± 1.98 | 9.3.1 | 9.3.1 | 9.3.1 | 12.4.0 | 12.4.0 | 9.3.1 | 9.3.1 |
| occiglot/occiglot-7b-eu5 (few-shot) | 7242 | 32 | 32768 | True | 2,219 ± 427 / 717 ± 224 | 2.35 | 55.37 ± 2.94 / 51.08 ± 2.87 | 63.32 ± 1.29 / 68.50 ± 0.53 | 18.92 ± 2.39 / 57.96 ± 1.89 | 72.38 ± 2.57 / 83.46 ± 1.49 | 68.61 ± 0.55 / 23.48 ± 0.74 | 37.04 ± 1.33 / 52.33 ± 1.02 | 23.54 ± 2.08 / 40.78 ± 1.59 | 12.5.2 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.2.0 | 12.2.0 |
| ibm-granite/granite-8b-code-base-4k (few-shot) | 8055 | 49 | 4096 | True | 2,313 ± 423 / 682 ± 210 | 2.36 | 72.76 ± 0.57 / 67.49 ± 0.90 | 62.35 ± 1.68 / 67.34 ± 0.77 | 21.57 ± 2.22 / 59.22 ± 1.69 | 69.80 ± 3.60 / 81.37 ± 2.26 | 67.73 ± 0.60 / 23.48 ± 0.91 | 25.63 ± 0.81 / 44.26 ± 0.63 | 16.44 ± 1.84 / 36.73 ± 1.54 | 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 (few-shot) | 8055 | 49 | 4351 | True | 1,002 ± 95 / 416 ± 105 | 2.37 | 72.64 ± 0.61 / 67.38 ± 0.91 | 62.31 ± 1.79 / 67.31 ± 0.86 | 22.38 ± 2.05 / 59.67 ± 1.50 | 69.84 ± 3.57 / 81.40 ± 2.25 | 67.71 ± 0.62 / 23.43 ± 0.95 | 25.41 ± 0.75 / 44.10 ± 0.58 | 16.50 ± 1.79 / 36.76 ± 1.44 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 |
| ibm-granite/granite-3.0-3b-a800m-instruct (few-shot) | 3374 | 49 | 4096 | True | 10,246 ± 3,021 / 1,629 ± 550 | 2.38 | 52.79 ± 4.09 / 43.45 ± 2.82 | 65.92 ± 1.02 / 70.47 ± 0.75 | 16.74 ± 2.67 / 55.45 ± 3.35 | 64.92 ± 2.84 / 80.88 ± 1.27 | 65.50 ± 0.97 / 21.90 ± 0.40 | 33.84 ± 0.87 / 50.07 ± 0.67 | 49.84 ± 1.22 / 61.87 ± 1.03 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| meta-llama/Llama-3.2-3B (few-shot) | 3213 | 128 | 131328 | True | 3,713 ± 877 / 836 ± 267 | 2.40 | 59.09 ± 1.44 / 52.03 ± 1.96 | 63.29 ± 1.29 / 67.82 ± 0.74 | 13.50 ± 4.14 / 50.33 ± 5.61 | 68.15 ± 2.21 / 81.12 ± 1.18 | 67.73 ± 0.51 / 22.02 ± 0.74 | 40.10 ± 0.68 / 54.53 ± 0.48 | 20.88 ± 2.25 / 39.75 ± 1.62 | 13.0.0 | 13.0.0 | 13.0.0 | 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 | 2.42 | 49.44 ± 3.68 / 39.69 ± 2.34 | 66.65 ± 1.04 / 65.72 ± 1.32 | 12.56 ± 2.15 / 54.20 ± 3.42 | 63.29 ± 4.61 / 75.62 ± 3.79 | 66.38 ± 0.28 / 21.17 ± 0.41 | 32.06 ± 0.87 / 49.12 ± 0.61 | 58.21 ± 0.98 / 68.63 ± 0.74 | 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-instruct-4k (few-shot) | 8055 | 49 | 4096 | True | 5,617 ± 995 / 1,623 ± 540 | 2.42 | 72.59 ± 0.91 / 65.83 ± 1.30 | 61.61 ± 1.45 / 67.09 ± 1.38 | 18.37 ± 2.07 / 56.26 ± 2.62 | 66.68 ± 3.56 / 78.95 ± 2.38 | 68.41 ± 0.33 / 24.66 ± 0.47 | 24.14 ± 0.58 / 42.17 ± 0.33 | 14.42 ± 2.00 / 34.50 ± 1.81 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| meta-llama/Llama-2-7b-hf (few-shot) | 6738 | 32 | 4096 | True | 930 ± 310 / 128 ± 43 | 2.43 | 55.27 ± 2.79 / 50.25 ± 2.12 | 65.16 ± 1.21 / 66.86 ± 1.32 | 20.43 ± 3.69 / 55.98 ± 4.88 | 69.82 ± 2.49 / 81.43 ± 1.73 | 68.82 ± 0.54 / 23.58 ± 0.59 | 25.98 ± 0.90 / 42.52 ± 0.62 | 11.77 ± 1.81 / 31.25 ± 1.99 | 9.2.0 | 9.2.0 | 9.2.0 | 12.5.1 | 12.0.0 | 9.2.0 | 9.2.0 |
| stabilityai/stablelm-2-1_6b (few-shot) | 1645 | 100 | 4096 | True | 7,259 ± 2,120 / 1,240 ± 432 | 2.43 | 47.50 ± 1.70 / 41.85 ± 1.68 | 64.69 ± 1.33 / 57.60 ± 0.63 | 8.01 ± 1.97 / 51.78 ± 1.65 | 71.81 ± 1.05 / 80.90 ± 0.72 | 69.71 ± 0.11 / 27.72 ± 0.26 | 18.92 ± 0.73 / 38.74 ± 0.53 | 54.53 ± 0.89 / 65.79 ± 0.65 | 12.10.8 | 12.10.8 | 12.10.8 | 12.10.8 | 12.10.8 | 12.10.8 | 12.10.8 |
| microsoft/phi-2 (few-shot) | 2780 | 51 | 2048 | True | 3,472 ± 885 / 728 ± 239 | 2.44 | 49.16 ± 3.09 / 43.10 ± 2.58 | 62.41 ± 1.51 / 67.24 ± 1.18 | 12.31 ± 2.96 / 48.73 ± 5.08 | 75.79 ± 1.88 / 86.40 ± 1.10 | 67.79 ± 0.51 / 23.29 ± 0.89 | 40.15 ± 1.11 / 54.65 ± 0.86 | 23.21 ± 2.87 / 39.96 ± 2.45 | 12.5.2 | 12.2.0 | 12.0.0 | 12.0.0 | 12.0.0 | 12.0.0 | 12.0.0 |
| allenai/OLMo-1.7-7B-hf (few-shot) | 6888 | 50 | 4096 | True | 3,371 ± 876 / 561 ± 184 | 2.50 | 41.02 ± 3.86 / 40.03 ± 2.56 | 66.43 ± 0.78 / 57.25 ± 0.33 | 5.17 ± 1.55 / 37.03 ± 2.40 | 76.04 ± 0.97 / 85.31 ± 0.82 | 70.28 ± 0.06 / 28.85 ± 0.17 | 34.92 ± 0.75 / 50.82 ± 0.73 | 18.73 ± 1.32 / 34.76 ± 0.91 | 12.10.5 | 12.10.4 | 12.10.4 | 12.10.5 | 12.10.5 | 12.10.4 | 12.10.4 |
| Rijgersberg/GEITje-7B (few-shot) | 7242 | 32 | 32768 | True | 5,887 ± 1,087 / 1,600 ± 522 | 2.52 | 53.39 ± 2.97 / 47.76 ± 2.67 | 65.21 ± 1.35 / 65.73 ± 1.61 | 12.63 ± 2.60 / 50.10 ± 3.87 | 65.74 ± 2.31 / 77.95 ± 1.84 | 68.05 ± 0.54 / 24.11 ± 0.59 | 31.65 ± 1.00 / 47.19 ± 0.83 | 17.69 ± 2.71 / 35.94 ± 2.08 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 |
| HuggingFaceTB/SmolLM2-1.7B-Instruct (few-shot) | 1711 | 49 | 8192 | True | 15,971 ± 3,654 / 3,609 ± 1,197 | 2.55 | 47.58 ± 2.41 / 39.52 ± 1.41 | 66.78 ± 0.76 / 61.52 ± 0.99 | 20.53 ± 3.83 / 58.47 ± 2.90 | 58.07 ± 2.23 / 69.96 ± 1.63 | 62.45 ± 5.62 / 19.60 ± 1.85 | 32.90 ± 0.96 / 49.16 ± 0.95 | 25.32 ± 2.12 / 42.50 ± 2.39 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 |
| ibm-granite/granite-7b-base (few-shot) | 6738 | 32 | 2048 | True | 4,405 ± 1,098 / 1,032 ± 345 | 2.63 | 47.76 ± 2.72 / 44.84 ± 2.71 | 66.41 ± 0.85 / 65.96 ± 2.20 | 5.76 ± 1.50 / 50.36 ± 2.34 | 70.34 ± 1.81 / 81.54 ± 1.06 | 65.88 ± 1.55 / 19.75 ± 1.04 | 29.83 ± 1.09 / 47.45 ± 0.69 | 18.44 ± 2.21 / 36.96 ± 2.10 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.8 | 12.10.8 | 12.10.8 |
| MaLA-LM/emma-500-llama2-7b (few-shot) | 6738 | 32 | 4096 | True | 6,275 ± 1,193 / 1,755 ± 578 | 2.68 | 47.20 ± 3.39 / 44.00 ± 3.43 | 64.82 ± 1.13 / 67.11 ± 1.41 | 7.57 ± 2.31 / 45.83 ± 3.97 | 73.88 ± 1.02 / 83.56 ± 0.75 | 67.34 ± 0.38 / 21.61 ± 0.61 | 16.59 ± 1.01 / 35.35 ± 0.70 | 11.97 ± 1.35 / 32.72 ± 0.94 | 13.0.0 | 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 | 2.68 | 37.22 ± 3.24 / 34.07 ± 3.11 | 64.34 ± 1.18 / 62.90 ± 1.36 | 15.30 ± 1.17 / 55.67 ± 1.16 | 64.41 ± 1.29 / 75.79 ± 0.97 | 68.15 ± 0.13 / 22.11 ± 0.19 | 27.24 ± 1.14 / 44.95 ± 0.84 | 22.84 ± 1.16 / 41.75 ± 0.99 | 12.5.2 | 10.0.1 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 |
| ibm-granite/granite-3b-code-instruct-2k (few-shot) | 3483 | 49 | 2048 | True | 9,059 ± 1,947 / 2,201 ± 728 | 2.72 | 58.30 ± 2.16 / 53.45 ± 1.98 | 59.01 ± 2.14 / 62.37 ± 1.73 | 10.33 ± 3.06 / 53.28 ± 2.21 | 65.04 ± 2.20 / 75.93 ± 1.50 | 67.46 ± 0.31 / 23.04 ± 0.42 | 14.10 ± 0.93 / 34.24 ± 0.84 | 10.67 ± 0.81 / 32.66 ± 0.64 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| google/gemma-2-2b (few-shot) | 2614 | 256 | 8448 | True | 5,235 ± 1,226 / 1,154 ± 366 | 2.74 | 30.82 ± 4.46 / 27.49 ± 3.87 | 66.28 ± 0.84 / 65.60 ± 1.23 | 10.09 ± 2.52 / 48.92 ± 3.34 | 64.96 ± 3.77 / 78.21 ± 2.16 | 67.13 ± 0.54 / 21.94 ± 0.39 | 35.14 ± 1.07 / 51.22 ± 0.84 | 11.26 ± 1.35 / 31.40 ± 1.40 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| HuggingFaceTB/SmolLM2-1.7B (few-shot) | 1711 | 49 | 8192 | True | 16,249 ± 3,690 / 3,689 ± 1,226 | 2.79 | 41.57 ± 4.29 / 37.51 ± 3.05 | 62.32 ± 1.12 / 67.09 ± 0.96 | 8.04 ± 3.17 / 48.16 ± 5.38 | 56.01 ± 3.10 / 67.43 ± 2.41 | 65.06 ± 0.87 / 20.12 ± 0.51 | 34.02 ± 0.87 / 50.12 ± 0.76 | 22.81 ± 1.86 / 41.37 ± 1.41 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 |
| Qwen/Qwen1.5-1.8B-Chat (few-shot) | 1837 | 152 | 32768 | False | 8,304 ± 1,846 / 1,933 ± 617 | 2.80 | 40.89 ± 2.63 / 37.44 ± 2.39 | 55.33 ± 1.77 / 64.53 ± 0.70 | 11.23 ± 1.81 / 52.85 ± 2.65 | 60.69 ± 1.44 / 74.24 ± 0.82 | 67.23 ± 0.14 / 18.87 ± 0.43 | 26.84 ± 0.41 / 44.86 ± 0.31 | 23.89 ± 1.20 / 42.78 ± 0.95 | 12.5.2 | 11.0.0 | 12.1.0 | 12.5.0 | 12.5.0 | 12.1.0 | 12.1.0 |
| ibm-granite/granite-3b-code-base-2k (few-shot) | 3483 | 49 | 2048 | True | 2,732 ± 868 / 662 ± 238 | 2.83 | 60.64 ± 2.11 / 55.14 ± 2.01 | 61.20 ± 1.16 / 61.92 ± 1.68 | 7.63 ± 2.79 / 46.39 ± 3.79 | 69.83 ± 2.12 / 80.15 ± 1.27 | 56.62 ± 3.70 / 13.80 ± 2.77 | 16.29 ± 0.76 / 36.25 ± 0.61 | 10.37 ± 1.17 / 32.60 ± 0.89 | 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-sw3-20b-instruct (few-shot) | 20918 | 64 | 2048 | True | 1,831 ± 587 / 268 ± 90 | 2.84 | 39.21 ± 1.52 / 34.08 ± 1.88 | 65.58 ± 1.59 / 57.86 ± 1.13 | 7.82 ± 1.43 / 51.19 ± 1.75 | 72.25 ± 2.19 / 83.08 ± 1.30 | 64.07 ± 0.60 / 19.27 ± 0.54 | 14.98 ± 0.77 / 36.11 ± 0.75 | 13.55 ± 1.51 / 34.03 ± 1.55 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 |
| meta-llama/Llama-3.2-1B-Instruct (few-shot) | 1236 | 128 | 131328 | False | 7,436 ± 1,846 / 1,508 ± 479 | 2.84 | 56.41 ± 1.79 / 52.05 ± 1.57 | 59.46 ± 1.16 / 65.61 ± 1.08 | 8.36 ± 0.71 / 49.50 ± 2.90 | 47.26 ± 3.09 / 67.95 ± 2.10 | 66.61 ± 0.54 / 21.06 ± 1.04 | 25.59 ± 0.93 / 43.75 ± 0.65 | 18.56 ± 1.15 / 38.13 ± 0.88 | 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 | 2.95 | 45.89 ± 2.63 / 42.96 ± 2.56 | 59.29 ± 1.35 / 65.59 ± 1.02 | 9.11 ± 2.36 / 52.02 ± 2.16 | 66.74 ± 1.21 / 77.75 ± 1.09 | 68.17 ± 0.69 / 22.50 ± 0.73 | 0.92 ± 1.20 / 23.00 ± 0.81 | 0.61 ± 1.04 / 25.00 ± 0.60 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| VAGOsolutions/SauerkrautLM-Gemma-2b (few-shot) | 2506 | 256 | 8192 | False | 3,607 ± 565 / 1,212 ± 349 | 2.99 | 23.28 ± 6.45 / 21.81 ± 5.61 | 61.91 ± 2.08 / 67.80 ± 1.12 | 6.92 ± 2.36 / 44.29 ± 3.87 | 64.68 ± 1.06 / 76.60 ± 0.51 | 65.15 ± 0.86 / 20.15 ± 0.50 | 22.65 ± 0.87 / 41.40 ± 0.67 | 14.54 ± 1.87 / 34.39 ± 1.49 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 | 12.6.1 |
| google/gemma-2b (few-shot) | 2506 | 256 | 8192 | True | 6,087 ± 1,046 / 1,902 ± 563 | 3.01 | 19.65 ± 5.96 / 18.64 ± 5.49 | 62.14 ± 1.16 / 67.81 ± 0.65 | 8.30 ± 1.63 / 45.01 ± 3.82 | 66.30 ± 1.42 / 77.75 ± 0.63 | 66.51 ± 0.85 / 21.76 ± 0.84 | 20.38 ± 0.82 / 38.44 ± 0.70 | 7.41 ± 1.01 / 29.08 ± 0.61 | 12.5.2 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 |
| google/gemma-2b-it (few-shot) | 2506 | 256 | 8192 | False | 6,471 ± 1,142 / 1,961 ± 584 | 3.04 | 40.05 ± 2.56 / 33.77 ± 1.94 | 48.83 ± 1.00 / 60.88 ± 0.70 | 5.83 ± 1.52 / 50.74 ± 1.73 | 63.77 ± 1.40 / 76.59 ± 0.77 | 67.28 ± 0.27 / 22.84 ± 0.41 | 18.21 ± 0.70 / 37.61 ± 0.55 | 10.84 ± 1.23 / 31.84 ± 1.00 | 12.5.2 | 12.1.0 | 12.1.0 | 12.4.0 | 12.4.0 | 12.1.0 | 12.1.0 |
| LumiOpen/Viking-13B (few-shot) | 14030 | 131 | 4352 | True | 840 ± 79 / 400 ± 124 | 3.15 | 42.78 ± 4.24 / 40.64 ± 2.84 | 59.90 ± 4.98 / 54.05 ± 2.70 | 5.68 ± 1.91 / 50.82 ± 2.18 | 58.52 ± 1.88 / 68.97 ± 1.86 | 64.83 ± 0.95 / 18.37 ± 0.46 | 1.63 ± 0.89 / 23.51 ± 0.83 | 0.54 ± 1.01 / 24.93 ± 0.46 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 | 12.10.5 |
| Qwen/Qwen1.5-0.5B (few-shot) | 620 | 152 | 32768 | True | 11,371 ± 2,924 / 2,122 ± 692 | 3.19 | 37.51 ± 1.56 / 33.24 ± 2.24 | 57.15 ± 2.35 / 52.82 ± 1.40 | 2.94 ± 2.00 / 44.53 ± 3.65 | 42.57 ± 1.97 / 55.17 ± 1.29 | 65.22 ± 0.29 / 19.22 ± 0.18 | 18.24 ± 1.14 / 37.15 ± 0.82 | 10.89 ± 1.01 / 32.65 ± 0.85 | 12.5.2 | 10.0.1 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 |
| NorwAI/NorwAI-Llama2-7B (few-shot) | 7033 | 68 | 4224 | True | 4,438 ± 1,128 / 1,028 ± 346 | 3.22 | 38.51 ± 3.33 / 38.08 ± 2.64 | 63.60 ± 2.87 / 58.50 ± 1.25 | 2.23 ± 1.32 / 34.15 ± 0.60 | 45.44 ± 3.61 / 59.52 ± 2.98 | 67.11 ± 0.90 / 21.77 ± 0.72 | 5.02 ± 1.22 / 25.76 ± 1.01 | 2.08 ± 0.75 / 25.95 ± 0.35 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 |
| Qwen/Qwen1.5-0.5B-Chat (few-shot) | 620 | 152 | 32768 | False | 11,740 ± 3,000 / 2,209 ± 721 | 3.23 | 33.86 ± 2.16 / 32.80 ± 2.21 | 55.41 ± 2.17 / 54.48 ± 1.65 | 1.15 ± 1.81 / 34.47 ± 1.12 | 53.34 ± 1.21 / 64.09 ± 1.26 | 65.81 ± 1.90 / 20.88 ± 0.66 | 11.66 ± 1.13 / 32.84 ± 0.97 | 5.22 ± 1.17 / 27.95 ± 1.10 | 12.5.2 | 11.0.0 | 12.1.0 | 12.5.0 | 12.5.0 | 12.1.0 | 12.1.0 |
| NorwAI/NorwAI-Mistral-7B (few-shot) | 7537 | 68 | 4224 | True | 3,035 ± 503 / 911 ± 300 | 3.26 | 35.84 ± 5.12 / 35.76 ± 4.29 | 56.87 ± 8.16 / 59.62 ± 5.61 | 3.08 ± 2.98 / 40.66 ± 4.63 | 52.77 ± 1.53 / 66.64 ± 1.58 | 63.96 ± 1.61 / 19.20 ± 1.54 | 7.42 ± 1.60 / 28.95 ± 1.40 | 2.24 ± 1.08 / 25.72 ± 0.82 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 |
| meta-llama/Llama-3.2-1B (few-shot) | 1236 | 128 | 131328 | True | 7,577 ± 1,884 / 1,555 ± 492 | 3.27 | 35.08 ± 5.88 / 32.44 ± 4.89 | 54.40 ± 2.92 / 64.38 ± 2.10 | 2.97 ± 0.84 / 45.05 ± 4.18 | 58.30 ± 2.84 / 71.04 ± 1.83 | 62.19 ± 1.70 / 16.53 ± 1.13 | 7.91 ± 0.72 / 29.30 ± 0.46 | 1.60 ± 1.21 / 26.25 ± 0.85 | 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-sw3-20b (few-shot) | 20918 | 64 | 2048 | True | 1,875 ± 673 / 261 ± 91 | 3.35 | 45.86 ± 3.18 / 40.23 ± 2.41 | 62.08 ± 3.29 / 55.11 ± 1.68 | 6.62 ± 2.43 / 48.79 ± 3.77 | 65.29 ± 1.81 / 77.71 ± 0.98 | 43.45 ± 7.12 / 15.14 ± 2.47 | 9.10 ± 1.33 / 30.31 ± 0.94 | 8.35 ± 0.79 / 29.79 ± 0.76 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 | 9.3.1 |
| allenai/OLMo-7B (few-shot) | 6888 | 50 | 2304 | True | 5,403 ± 1,133 / 1,294 ± 423 | 3.45 | 38.23 ± 3.10 / 36.38 ± 2.60 | 60.70 ± 1.80 / 66.82 ± 1.12 | -0.19 ± 2.28 / 38.77 ± 3.32 | 61.93 ± 1.98 / 73.71 ± 1.57 | 51.32 ± 0.91 / 11.96 ± 0.57 | 5.00 ± 1.53 / 27.59 ± 1.14 | 1.10 ± 1.02 / 25.71 ± 0.66 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 |
| HuggingFaceTB/SmolLM2-360M-Instruct (few-shot) | 362 | 49 | 8192 | True | 21,777 ± 6,115 / 3,617 ± 1,211 | 3.49 | 30.73 ± 4.30 / 29.47 ± 4.10 | 59.51 ± 3.73 / 54.82 ± 2.43 | 1.55 ± 1.90 / 43.18 ± 5.08 | 49.03 ± 1.47 / 60.00 ± 1.53 | 57.73 ± 4.93 / 15.68 ± 1.21 | 0.11 ± 1.23 / 23.20 ± 0.56 | -0.06 ± 0.39 / 24.60 ± 0.44 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 |
| state-spaces/mamba-2.8b-hf (few-shot) | 2768 | 50 | 33024 | True | 2,722 ± 495 / 766 ± 250 | 3.49 | 28.63 ± 4.74 / 27.07 ± 4.13 | 66.55 ± 0.72 / 58.18 ± 0.62 | 1.47 ± 1.57 / 45.89 ± 2.92 | 35.00 ± 2.01 / 47.83 ± 2.25 | 62.05 ± 1.63 / 16.80 ± 1.01 | -0.41 ± 1.21 / 23.76 ± 0.63 | -0.04 ± 0.77 / 25.03 ± 0.52 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 | 13.0.0 |
| HuggingFaceTB/SmolLM2-360M (few-shot) | 362 | 49 | 8192 | True | 22,023 ± 6,203 / 3,675 ± 1,231 | 3.53 | 31.14 ± 1.79 / 28.54 ± 0.86 | 43.97 ± 5.28 / 55.08 ± 4.26 | 3.49 ± 2.49 / 46.52 ± 4.13 | 47.91 ± 4.97 / 60.41 ± 3.91 | 62.20 ± 1.04 / 17.61 ± 0.50 | 0.12 ± 1.55 / 23.00 ± 0.82 | 0.13 ± 1.34 / 24.53 ± 0.49 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 | 13.1.0 |
| allenai/OLMo-7B-Twin-2T (few-shot) | 6888 | 50 | 2304 | True | 5,484 ± 1,125 / 1,317 ± 425 | 3.67 | 25.36 ± 8.05 / 24.05 ± 7.34 | 56.91 ± 2.41 / 66.15 ± 1.54 | 7.10 ± 2.89 / 49.36 ± 4.03 | 58.60 ± 5.37 / 70.37 ± 4.71 | 46.16 ± 1.28 / 11.33 ± 0.70 | 0.71 ± 0.85 / 24.97 ± 0.62 | 0.82 ± 1.01 / 25.62 ± 0.74 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 | 12.5.2 |
| allenai/OLMo-1B (few-shot) | 1177 | 50 | 2304 | True | 8,536 ± 1,926 / 1,940 ± 619 | 3.83 | 26.47 ± 6.25 / 28.27 ± 5.35 | 60.05 ± 3.94 / 56.18 ± 1.90 | 0.72 ± 1.90 / 42.84 ± 3.50 | 43.87 ± 2.49 / 55.59 ± 2.44 | 46.18 ± 1.20 / 10.06 ± 0.67 | -0.87 ± 0.99 / 23.08 ± 0.63 | 0.20 ± 1.12 / 24.94 ± 0.86 | 12.5.2 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 | 12.1.0 |
| RuterNorway/Llama-2-7b-chat-norwegian (few-shot) | unknown | 32 | 4096 | False | 10,890 ± 2,686 / 2,186 ± 750 | 4.00 | 18.69 ± 7.23 / 18.50 ± 6.51 | 21.95 ± 6.30 / 33.38 ± 4.79 | 0.01 ± 1.91 / 39.40 ± 3.94 | 36.51 ± 2.07 / 50.66 ± 1.90 | 60.11 ± 1.39 / 16.29 ± 0.69 | 3.71 ± 0.75 / 28.35 ± 0.99 | 0.62 ± 0.99 / 24.68 ± 0.55 | 9.3.1 | 9.3.1 | 9.3.1 | 12.5.2 | 9.3.1 | 9.3.1 | 9.3.1 |
| HuggingFaceTB/SmolLM2-135M-Instruct (few-shot) | 135 | 49 | 8192 | True | 25,602 ± 7,583 / 3,953 ± 1,325 | 4.17 | 29.96 ± 3.19 / 28.98 ± 3.29 | 18.64 ± 8.52 / 28.83 ± 5.86 | 1.85 ± 1.20 / 44.03 ± 3.98 | 26.90 ± 1.56 / 36.91 ± 1.53 | 52.96 ± 1.38 / 14.23 ± 0.78 | 1.34 ± 0.74 / 25.67 ± 1.03 | 0.10 ± 1.29 / 24.71 ± 0.69 | 13.1.0 | 13.1.0 | 13.1.0 | 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 | 4.28 | 31.26 ± 3.84 / 30.44 ± 3.28 | 26.69 ± 10.82 / 34.46 ± 8.00 | 1.78 ± 1.67 / 43.50 ± 3.99 | 13.88 ± 1.36 / 22.49 ± 2.14 | 52.05 ± 1.59 / 12.74 ± 1.04 | 1.51 ± 0.81 / 25.05 ± 0.75 | -0.76 ± 0.97 / 24.52 ± 0.59 | 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 | 4.73 | 0.00 ± 0.00 / 0.00 ± 0.00 | 0.00 ± 0.00 / 19.61 ± 0.22 | 0.41 ± 0.55 / 33.46 ± 0.37 | 0.00 ± 0.00 / 3.68 ± 0.43 | 61.26 ± 0.09 / 6.73 ± 0.06 | 0.00 ± 0.00 / 22.69 ± 0.63 | 0.36 ± 0.47 / 24.60 ± 0.43 | 9.3.1 | 9.3.1 | 9.3.1 | 12.5.1 | 9.3.1 | 9.3.1 | 9.3.1 |
| NorwAI/NorwAI-Mistral-7B-pretrain (few-shot) | 7537 | 68 | 4224 | True | 3,024 ± 496 / 909 ± 301 | 4.92 | 12.34 ± 2.70 / 12.41 ± 2.54 | -1.48 ± 3.09 / 21.17 ± 2.22 | -0.48 ± 1.52 / 42.45 ± 3.99 | 0.72 ± 0.25 / 6.31 ± 0.51 | 49.61 ± 1.17 / 9.59 ± 0.65 | -0.12 ± 0.65 / 22.69 ± 0.62 | -0.01 ± 0.01 / 24.59 ± 0.43 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 | 12.10.4 |
| ssmits/Falcon2-5.5B-multilingual (few-shot) | 5465 | 65 | 8192 | True | 7,692 ± 1,423 / 1,960 ± 644 | 5.09 | 0.00 ± 0.00 / 0.00 ± 0.00 | 0.00 ± 0.00 / 19.61 ± 0.22 | 2.48 ± 1.94 / 34.52 ± 0.85 | 0.01 ± 0.02 / 0.03 ± 0.02 | 44.80 ± 0.36 / 0.32 ± 0.04 | -0.69 ± 0.77 / 22.76 ± 0.40 | 0.37 ± 0.95 / 24.71 ± 0.44 | 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 | 1.55 ± 1.98 / 1.45 ± 1.82 | 3.71 ± 3.16 / 22.09 ± 2.08 | -0.42 ± 1.56 / 40.58 ± 3.74 | 5.58 ± 3.10 / 11.12 ± 4.66 | 34.62 ± 0.17 / 2.18 ± 0.04 | 0.37 ± 0.93 / 24.18 ± 0.90 | -0.17 ± 0.50 / 24.82 ± 0.41 | 9.3.1 | 10.0.1 | 11.0.0 | 12.5.1 | 12.0.0 | 11.0.0 | 11.0.0 |