ECREAM-LLM Leaderboard



The eCream-LLM leaderboard , developed within the eCream Project (enabling Clinical Research in Emergency and Acute care Medicine), is designed to evaluate Large Language Models (LLMs) on several tasks pertaining to the medical domain. Its distinguishing features are:
(i) all tasks are implemented for six languages including English, Italian, Slovak, Slovenian, Polish and Greek;
(ii) the leaderboard includes generative tasks, allowing for a more natural interaction with LLMs;
(iii) all tasks are evaluated against multiple prompts, this way mitigating the model sensitivity to specific prompts and allowing a fairer evaluation.

Generative tasks: 🏷️NER (Named Entity Recognition), 🔗REL (Relation Extraction), 😃RML(CRF RML)
Multiple-choice task: 🏥DIA (CRF Diagnosis), 📝HIS (CRF History)

Language:
N-Shot:
{
  • "headers": [
    • "Rank",
    • "Size",
    • "FS",
    • "IS_FS",
    • "LANG",
    • "Model",
    • "Avg. Comb. Perf. ⬆️",
    • "REL",
    • "REL Prompt Average",
    • "REL Prompt Std",
    • "REL Best Prompt",
    • "REL Best Prompt Id",
    • "NER",
    • "NER Prompt Average",
    • "NER Prompt Std",
    • "NER Best Prompt",
    • "NER Best Prompt Id",
    • "RML",
    • "RML Prompt Average",
    • "RML Prompt Std",
    • "RML Best Prompt",
    • "RML Best Prompt Id",
    • "DIA",
    • "DIA Prompt Average",
    • "DIA Prompt Std",
    • "DIA Best Prompt",
    • "DIA Best Prompt Id",
    • "HIS",
    • "HIS Prompt Average",
    • "HIS Prompt Std",
    • "HIS Best Prompt",
    • "HIS Best Prompt Id",
    • "Architecture",
    • "Hub License",
    • "#Params (B)",
    • "Hub ❤️",
    • "Available on the hub",
    • "Model sha"
    ],
  • "data": [
    • [
      • 1,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a> 🔵🔵🏆",
      • 64.26,
      • 60.5,
      • 59.97,
      • 1.18,
      • 61.33,
      • 2,
      • 68.03,
      • 67.91,
      • 0.66,
      • 68.29,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
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      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 2,
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      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 62.99,
      • 57.57,
      • 56.8,
      • 2.53,
      • 58.67,
      • 2,
      • 68.41,
      • 68.39,
      • 0.06,
      • 68.46,
      • 2,
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    • [
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      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 62.14,
      • 55.22,
      • 54.69,
      • 1.35,
      • 55.9,
      • 2,
      • 69.05,
      • 68.86,
      • 1.05,
      • 69.47,
      • 1,
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      • "n/a",
      • "n/a",
      • "n/a",
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      • "?",
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      • 28,
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      • ""
      ],
    • [
      • 4,
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      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 62.04,
      • 56.81,
      • 56.43,
      • 0.79,
      • 57.33,
      • 1,
      • 67.27,
      • 67.2,
      • 0.4,
      • 67.43,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
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      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 5,
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      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 61.83,
      • 59.23,
      • 58.99,
      • 0.57,
      • 59.59,
      • 3,
      • 64.43,
      • 64.19,
      • 0.58,
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      • 2,
      • "n/a",
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      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
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      • "?",
      • 15,
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      ],
    • [
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      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 61.57,
      • 56.77,
      • 55.92,
      • 2.08,
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      • 1,
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      • 66.18,
      • 0.47,
      • 66.72,
      • 2,
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      • "n/a",
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      ],
    • [
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      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 61.55,
      • 51.72,
      • 51.57,
      • 0.4,
      • 51.88,
      • 2,
      • 71.39,
      • 71.38,
      • 0.09,
      • 71.43,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 8,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 61.44,
      • 58.33,
      • 57.27,
      • 3.43,
      • 59.92,
      • 1,
      • 64.55,
      • 63.74,
      • 2.09,
      • 66.15,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 9,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 61.44,
      • 58.83,
      • 58.37,
      • 0.97,
      • 59.49,
      • 1,
      • 64.05,
      • 63.71,
      • 1.67,
      • 64.67,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 10,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 61.21,
      • 61,
      • 59.44,
      • 4.56,
      • 63.75,
      • 3,
      • 61.43,
      • 60.92,
      • 2.32,
      • 62.26,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 11,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 60.84,
      • 61.05,
      • 60.56,
      • 1.14,
      • 61.83,
      • 3,
      • 60.64,
      • 60.28,
      • 1.57,
      • 61.19,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 12,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 60.33,
      • 54.83,
      • 54.05,
      • 2.79,
      • 55.81,
      • 3,
      • 65.83,
      • 65.7,
      • 0.33,
      • 66.08,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 13,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 60.26,
      • 58.7,
      • 58.4,
      • 1.13,
      • 59.13,
      • 1,
      • 61.83,
      • 61.74,
      • 0.38,
      • 61.96,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 14,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 59.62,
      • 51.08,
      • 50.95,
      • 0.31,
      • 51.21,
      • 1,
      • 68.17,
      • 67.86,
      • 0.85,
      • 68.85,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 15,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 59.6,
      • 54.53,
      • 53.56,
      • 2.65,
      • 55.76,
      • 2,
      • 64.67,
      • 63.91,
      • 3.87,
      • 66.15,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen3MoeForCausalLM",
      • "?",
      • 31,
      • 0,
      • true,
      • ""
      ],
    • [
      • 16,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 59.58,
      • 59.08,
      • 58.88,
      • 0.44,
      • 59.38,
      • 3,
      • 60.07,
      • 60.07,
      • 0.02,
      • 60.08,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 17,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 59.56,
      • 50.72,
      • 49.99,
      • 2.56,
      • 51.49,
      • 1,
      • 68.41,
      • 68.06,
      • 0.97,
      • 69.18,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 18,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 56.8,
      • 51.82,
      • 51.66,
      • 0.55,
      • 52,
      • 2,
      • 61.77,
      • 61.18,
      • 2.73,
      • 62.76,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen3MoeForCausalLM",
      • "?",
      • 31,
      • 0,
      • true,
      • ""
      ],
    • [
      • 19,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 56.64,
      • 58.21,
      • 57.18,
      • 2.77,
      • 59.72,
      • 3,
      • 55.07,
      • 54.74,
      • 1.3,
      • 55.49,
      • 1,
      • "n/a",
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      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 20,
      • "🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a> 🔵🏆",
      • 56.44,
      • 52.9,
      • 51.62,
      • 2.49,
      • 54.44,
      • 3,
      • 59.98,
      • 59.43,
      • 2.42,
      • 60.83,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 10,
      • 0,
      • false,
      • ""
      ],
    • [
      • 21,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 56.4,
      • 52.3,
      • 51.06,
      • 2.37,
      • 53.73,
      • 3,
      • 60.51,
      • 60.3,
      • 0.96,
      • 60.85,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen3MoeForCausalLM",
      • "?",
      • 31,
      • 0,
      • true,
      • ""
      ],
    • [
      • 22,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 56.37,
      • 50.74,
      • 50.23,
      • 1.41,
      • 51.29,
      • 2,
      • 61.99,
      • 61.89,
      • 0.43,
      • 62.14,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 23,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 56.23,
      • 51.84,
      • 51.49,
      • 1.16,
      • 52.23,
      • 3,
      • 60.62,
      • 59.99,
      • 2.86,
      • 61.64,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen3MoeForCausalLM",
      • "?",
      • 31,
      • 0,
      • true,
      • ""
      ],
    • [
      • 24,
      • "🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a>",
      • 56.07,
      • 50.78,
      • 50.07,
      • 2.2,
      • 51.53,
      • 1,
      • 61.37,
      • 61.35,
      • 0.11,
      • 61.41,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 10,
      • 0,
      • false,
      • ""
      ],
    • [
      • 25,
      • "🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a>",
      • 55.8,
      • 49.28,
      • 48.84,
      • 0.86,
      • 49.72,
      • 3,
      • 62.32,
      • 61.56,
      • 3.63,
      • 63.65,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 10,
      • 0,
      • false,
      • ""
      ],
    • [
      • 26,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 55.78,
      • 54.58,
      • 52.91,
      • 3.72,
      • 56.78,
      • 3,
      • 56.97,
      • 56.82,
      • 0.61,
      • 57.17,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 27,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 55.28,
      • 50.21,
      • 49.11,
      • 2.32,
      • 51.37,
      • 1,
      • 60.35,
      • 60.26,
      • 0.2,
      • 60.49,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 28,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 55.22,
      • 47.26,
      • 46.46,
      • 1.78,
      • 47.99,
      • 1,
      • 63.18,
      • 63.02,
      • 0.79,
      • 63.47,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 29,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 55.05,
      • 54.29,
      • 53.09,
      • 2.41,
      • 55.79,
      • 3,
      • 55.81,
      • 55.77,
      • 0.16,
      • 55.86,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 30,
      • "🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a>",
      • 54.99,
      • 50.98,
      • 50.33,
      • 1.96,
      • 51.68,
      • 1,
      • 58.99,
      • 58.93,
      • 0.27,
      • 59.08,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
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      • "n/a",
      • "?",
      • "?",
      • 10,
      • 0,
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      • ""
      ],
    • [
      • 31,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 54.5,
      • 53.6,
      • 52.14,
      • 2.89,
      • 55.41,
      • 3,
      • 55.4,
      • 55.24,
      • 0.65,
      • 55.61,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 32,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 52,
      • 44.99,
      • 44.15,
      • 1.85,
      • 45.69,
      • 3,
      • 59.02,
      • 58.84,
      • 0.76,
      • 59.28,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 33,
      • "🔵🔵",
      • "🔟",
      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 50.54,
      • 55.51,
      • 55.4,
      • 0.4,
      • 55.65,
      • 3,
      • 63.7,
      • 63.24,
      • 1.49,
      • 64.55,
      • 3,
      • 36.51,
      • 35.49,
      • 1.8,
      • 37.11,
      • 1,
      • 43,
      • 33.27,
      • 25.64,
      • 54.8,
      • 1,
      • 54,
      • 49.41,
      • 11.62,
      • 61.24,
      • 3,
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 34,
      • "🔵🔵",
      • "🔟",
      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 50.37,
      • 60.64,
      • 59.6,
      • 2.57,
      • 62.35,
      • 2,
      • 71.69,
      • 71.33,
      • 1.82,
      • 72.62,
      • 1,
      • 27.8,
      • 22.82,
      • 7.26,
      • 29.92,
      • 2,
      • 48.22,
      • 40.74,
      • 30.72,
      • 58.98,
      • 1,
      • 43.5,
      • 35.17,
      • 30.46,
      • 52.85,
      • 3,
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 35,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a> 🔵🔵🎖️",
      • 50.34,
      • 42.75,
      • 41.99,
      • 1.32,
      • 43.32,
      • 2,
      • 57.94,
      • 55.85,
      • 4.69,
      • 61.26,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 36,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 50.11,
      • 46.28,
      • 44.73,
      • 4.5,
      • 47.69,
      • 3,
      • 53.95,
      • 51.51,
      • 4.94,
      • 57.21,
      • 2,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 28,
      • 0,
      • false,
      • ""
      ],
    • [
      • 37,
      • "🔵🔵",
      • "🔟",
      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 49.7,
      • 57.53,
      • 57.05,
      • 1.07,
      • 58.2,
      • 2,
      • 68.02,
      • 67.59,
      • 1.27,
      • 68.97,
      • 3,
      • 16.72,
      • 12.64,
      • 5.25,
      • 17.59,
      • 1,
      • 57.51,
      • 56.92,
      • 1.36,
      • 58.35,
      • 1,
      • 48.74,
      • 46.56,
      • 6.92,
      • 51.02,
      • 1,
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 38,
      • "🔵🔵",
      • "🔟",
      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 49.37,
      • 54.79,
      • 53.64,
      • 3.93,
      • 56.26,
      • 2,
      • 60.44,
      • 59.83,
      • 2.37,
      • 61.41,
      • 3,
      • 34.71,
      • 28.78,
      • 8.25,
      • 38.41,
      • 1,
      • 51.15,
      • 47.15,
      • 7.92,
      • 56.3,
      • 2,
      • 45.77,
      • 41.38,
      • 7.65,
      • 50.2,
      • 2,
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
      • ""
      ],
    • [
      • 39,
      • "🔵🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 48.76,
      • 54.74,
      • 53.96,
      • 2.35,
      • 55.71,
      • 2,
      • 42.78,
      • 42.44,
      • 1.05,
      • 43.04,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 11,
      • 0,
      • true,
      • ""
      ],
    • [
      • 40,
      • "🔵🔵",
      • "🔟",
      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 48.59,
      • 60.14,
      • 59.81,
      • 1.25,
      • 60.65,
      • 3,
      • 67.11,
      • 66.73,
      • 1.96,
      • 67.93,
      • 1,
      • 24.14,
      • 19.73,
      • 5.16,
      • 25.66,
      • 2,
      • 50.98,
      • 47.94,
      • 5.82,
      • 54.64,
      • 2,
      • 40.56,
      • 30.69,
      • 17.36,
      • 50.71,
      • 2,
      • "Qwen3MoeForCausalLM",
      • "?",
      • 31,
      • 0,
      • true,
      • ""
      ],
    • [
      • 41,
      • "🔵",
      • "🅾️",
      • false,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a> 🔵🎖️",
      • 47.41,
      • 40.76,
      • 40.08,
      • 1.01,
      • 41.24,
      • 1,
      • 54.06,
      • 52.92,
      • 4.46,
      • 55.49,
      • 1,
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "?",
      • "?",
      • 10,
      • 0,
      • false,
      • ""
      ],
    • [
      • 42,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "GR",
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    • [
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      • "EN",
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      • 46.51,
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      • 1.07,
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    • [
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      • 46.32,
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    • [
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      • 45.43,
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      • 45.32,
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      • 45.01,
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    • [
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      • 44.86,
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      • 11,
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      ],
    • [
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      • false,
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      • 44.3,
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    • [
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      • true,
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      • 43.53,
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    • [
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      • 43.37,
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    • [
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      • 43.31,
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    • [
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      • 43.31,
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    • [
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      • 43.2,
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    • [
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      • 43.18,
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    • [
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      • 43.13,
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    • [
      • 57,
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      • true,
      • "IT",
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      • 43.01,
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    • [
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      • "🔟",
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      • "EN",
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      • 42.76,
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    • [
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      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 42.48,
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    • [
      • 60,
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      • "GR",
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      • 41.21,
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    • [
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      • 41.19,
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      • 40.66,
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    • [
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      • 39.77,
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      • 2.25,
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      • 2,
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      • 1,
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      • 16.25,
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      • 2,
      • "?",
      • "?",
      • 10,
      • 0,
      • false,
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      ],
    • [
      • 64,
      • "🔵🔵",
      • "🔟",
      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-Nemo-Instruct-2407</a>",
      • 39.46,
      • 38.76,
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      • 7.44,
      • 40.99,
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      • 64.47,
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      • 0.14,
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      • 13,
      • 0,
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      ],
    • [
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      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a>",
      • 39.26,
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      • 2.2,
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      • 1.79,
      • 69.1,
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      • "?",
      • 10,
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      ],
    • [
      • 66,
      • "🔵🔵",
      • "🔟",
      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 39.25,
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      • 33,
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      ],
    • [
      • 67,
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      • "🅾️",
      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 39.2,
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      • 33,
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      ],
    • [
      • 68,
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      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 38.88,
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      ],
    • [
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      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 38.28,
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      ],
    • [
      • 70,
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      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 38.2,
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      ],
    • [
      • 71,
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      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 38.04,
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      • "?",
      • 33,
      • 0,
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      ],
    • [
      • 72,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 37.45,
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      • 0.05,
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      • 2,
      • 37.1,
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      • 39.1,
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      • "Qwen2ForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
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      ],
    • [
      • 73,
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      • "🅾️",
      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 37.23,
      • 43.71,
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      • 0.08,
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      • 1,
      • 30.74,
      • 28.41,
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      • "?",
      • "?",
      • 28,
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      ],
    • [
      • 74,
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      • "🅾️",
      • false,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 37.09,
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      • 1.2,
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      • 32.9,
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      • "?",
      • 33,
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      ],
    • [
      • 75,
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      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-Nemo-Instruct-2407</a>",
      • 36.89,
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      • 53.96,
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      • 0.4,
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      • "n/a",
      • "n/a",
      • "n/a",
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      • "MistralForCausalLM",
      • "?",
      • 13,
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      ],
    • [
      • 76,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 36.63,
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      • 39.42,
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      • "n/a",
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      • "?",
      • 31,
      • 0,
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      ],
    • [
      • 77,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-Nemo-Instruct-2407</a>",
      • 36.6,
      • 19.89,
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      • 0.07,
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      • 2,
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      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
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      • "n/a",
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      • "?",
      • 13,
      • 0,
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      ],
    • [
      • 78,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 36.46,
      • 38.49,
      • 34.85,
      • 9.38,
      • 41.02,
      • 3,
      • 34.43,
      • 34.21,
      • 0.58,
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      • 1,
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      • "n/a",
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      • "n/a",
      • "Qwen2ForCausalLM",
      • "?",
      • 33,
      • 0,
      • true,
      • ""
      ],
    • [
      • 79,
      • "🔵🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 36.36,
      • 36.93,
      • 35.91,
      • 2.79,
      • 37.55,
      • 2,
      • 35.79,
      • 34.48,
      • 1.79,
      • 36.55,
      • 2,
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      • "n/a",
      • "n/a",
      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 11,
      • 0,
      • true,
      • ""
      ],
    • [
      • 80,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 36.36,
      • 44.9,
      • 44.4,
      • 0.79,
      • 45.31,
      • 2,
      • 27.82,
      • 23.36,
      • 11,
      • 29.71,
      • 1,
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      • "n/a",
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      • "n/a",
      • "n/a",
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      • "n/a",
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      • "?",
      • "?",
      • 28,
      • 0,
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      ],
    • [
      • 81,
      • "🔵🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-Nemo-Instruct-2407</a>",
      • 35.64,
      • 20.94,
      • 18.32,
      • 5.17,
      • 21.66,
      • 2,
      • 50.35,
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      • 0.09,
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      • 2,
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      • "n/a",
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      • "n/a",
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      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
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      • "MistralForCausalLM",
      • "?",
      • 13,
      • 0,
      • true,
      • ""
      ],
    • [
      • 82,
      • "🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 35.3,
      • 25.8,
      • 22.91,
      • 6.63,
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      • 2,
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      • 0.51,
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      • 2,
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      • "n/a",
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      • "n/a",
      • "n/a",
      • "n/a",
      • "n/a",
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      • "?",
      • 4,
      • 0,
      • true,
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      ],
    • [
      • 83,
      • "🔵🔵",
      • "🔟",
      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 34.9,
      • 53.4,
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      • 2,
      • 58.1,
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      • 2.71,
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      • 27.92,
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      • 2,
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      • 0,
      • true,
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    • [
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      • "🔵",
      • "🔟",
      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 34.62,
      • 11.69,
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      • 1,
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      • 0.42,
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      • 3,
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      • 1.29,
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      • 28.79,
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      • 40.02,
      • 3,
      • 42.91,
      • 37.22,
      • 10.15,
      • 48.2,
      • 3,
      • "Phi3ForCausalLM",
      • "?",
      • 4,
      • 0,
      • true,
      • ""
      ],
    • [
      • 85,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "SL",
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      • 34.34,
      • 41.16,
      • 41.16,
      • 0.01,
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      • 27.52,
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      • 33,
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      ],
    • [
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      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 34.07,
      • 43.43,
      • 40.74,
      • 4.3,
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      • 24.71,
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      • 33,
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      ],
    • [
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      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 33.89,
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    • [
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      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 33.59,
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    • [
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      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 33.35,
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      • 2.16,
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      • 2,
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      • "?",
      • 5,
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      ],
    • [
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      • "🔵",
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      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-7B-Instruct-v0.2</a>",
      • 33.13,
      • 42.71,
      • 39.58,
      • 7.63,
      • 45.3,
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    • [
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      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 32.88,
      • 15.81,
      • 14.53,
      • 2.18,
      • 16.05,
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    • [
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      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 32.77,
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    • [
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      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 32.75,
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      • 33,
      • 0,
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    • [
      • 94,
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      • true,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 32.66,
      • 19.84,
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      • 5.8,
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      • 27.77,
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      • 2,
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      • 4,
      • 0,
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    • [
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      • "🔵",
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      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 31.78,
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      • 10.55,
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      • 11.71,
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      • 51.99,
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    • [
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      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 31.6,
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      • 0.61,
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      • 0,
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    • [
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      • "🔵",
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      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-7B-Instruct-v0.2</a>",
      • 31.47,
      • 20.95,
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      • 42,
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      • "?",
      • 8,
      • 0,
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      • ""
      ],
    • [
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      • "🔵",
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      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-7B-Instruct-v0.2</a>",
      • 31.27,
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      • 39.97,
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      • 0,
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      ],
    • [
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      • "🔵",
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      • true,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-7B-Instruct-v0.2</a>",
      • 29.99,
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      • 10.49,
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      • 3,
      • 14.04,
      • 6.4,
      • 7.84,
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      • 3,
      • 29.26,
      • 13.77,
      • 22.11,
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      • 2,
      • "MistralForCausalLM",
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      • 8,
      • 0,
      • true,
      • ""
      ],
    • [
      • 100,
      • "🔵",
      • "🔟",
      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 29.25,
      • 19.3,
      • 15.5,
      • 4.42,
      • 20.27,
      • 3,
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      • 2.36,
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      • "?",
      • 4,
      • 0,
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      • ""
      ],
    • [
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      • "🔵",
      • "🔟",
      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-7B-Instruct-v0.2</a>",
      • 29.21,
      • 22.3,
      • 18.62,
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      • "?",
      • 8,
      • 0,
      • true,
      • ""
      ],
    • [
      • 102,
      • "🔵",
      • "🅾️",
      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 29,
      • 29.48,
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      • 5.11,
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      • 0.27,
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      • 2,
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      • "n/a",
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      • 4,
      • 0,
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      • ""
      ],
    • [
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      • "🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 28.98,
      • 10.88,
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      • 5,
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      ],
    • [
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      • "🔵🔵",
      • "🅾️",
      • false,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 28.71,
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      • "n/a",
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      • "n/a",
      • "LlamaForCausalLM",
      • "?",
      • 15,
      • 0,
      • true,
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    • [
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      • "🔵",
      • "🔟",
      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 28.66,
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      • 4,
      • 0,
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    • [
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      • "🔵",
      • "🔟",
      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 28.32,
      • 15.92,
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      • 2.35,
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      • 1.26,
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      • 4,
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    • [
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      • "🅾️",
      • false,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 27.33,
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      • 2.67,
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      • 13.32,
      • 12.9,
      • 0.85,
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      • 15,
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    • [
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      • "GR",
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      • 27.15,
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      • "?",
      • "?",
      • 5,
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    • [
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      • "🔵🔵",
      • "🅾️",
      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 27.03,
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    • [
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      • 25.31,
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    • [
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      • "<a target="_blank" href="https://huggingface.co/Henrychur/MMed-Llama-3-8B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MMed-Llama-3-8B</a>",
      • 25.16,
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      ],
    • [
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      • 24.78,
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    • [
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      • 24.54,
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    • [
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      • true,
      • "SL",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 24.26,
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    • [
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      • 23.94,
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    • [
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      • "<a target="_blank" href="https://huggingface.co/google/gemma-3-27b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-3-27b-it</a>",
      • 23.82,
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    • [
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      • 23.55,
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    • [
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      • 23.49,
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    • [
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      • 23.07,
      • 10.28,
      • 8.85,
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    • [
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      • 21.91,
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      • "?",
      • 4,
      • 0,
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      ],
    • [
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      • false,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 21.71,
      • 47.22,
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    • [
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      • "🔵🔵",
      • "🅾️",
      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 21.63,
      • 33.1,
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      • 0.43,
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      • 2,
      • 10.16,
      • 5.67,
      • 4.35,
      • 10.7,
      • 2,
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      • "?",
      • 15,
      • 0,
      • true,
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    • [
      • 123,
      • "🔵🔵",
      • "🅾️",
      • false,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-27b-text-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-27b-text-it</a>",
      • 21.58,
      • 47.61,
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      • 0,
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    • [
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      • "🔵",
      • "🅾️",
      • false,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a>",
      • 21.52,
      • 44.53,
      • 42.98,
      • 2.52,
      • 45.85,
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    • [
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      • "🔵",
      • "🅾️",
      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-7B-Instruct-v0.2</a>",
      • 21.29,
      • 12.55,
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      • 2.48,
      • 12.92,
      • 2,
      • 30.03,
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      • 1,
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      • "?",
      • 8,
      • 0,
      • true,
      • ""
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    • [
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      • "🔵🔵",
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      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 20.93,
      • 38.23,
      • 38.14,
      • 0.15,
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      • 15,
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    • [
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      • "🔵",
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      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 20.5,
      • 7.04,
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      • 0.16,
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      • 2,
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    • [
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      • "🔵",
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      • "EN",
      • "<a target="_blank" href="https://huggingface.co/google/gemma-2-9b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">gemma-2-9b-it</a>",
      • 20.26,
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      • "?",
      • 10,
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    • [
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      • false,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 19.31,
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      ],
    • [
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      • 19.22,
      • 14.06,
      • 5.92,
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      • "?",
      • 7,
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      ],
    • [
      • 131,
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      • false,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 19.07,
      • 13.73,
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      • 1.62,
      • 13.99,
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      • 24.42,
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      • 0.35,
      • 24.47,
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      • "?",
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      ],
    • [
      • 132,
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      • true,
      • "PL",
      • "<a target="_blank" href="https://huggingface.co/epfl-llm/meditron-7b" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">meditron-7b</a>",
      • 19.03,
      • 5.34,
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      • 5.35,
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      • 32.72,
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    • [
      • 133,
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      • true,
      • "GR",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 18.66,
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      • 1.01,
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      • 4,
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      ],
    • [
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      • 18.51,
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      • 13,
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    • [
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      • false,
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      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 18.49,
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      ],
    • [
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      • 18.27,
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    • [
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      • "SL",
      • "<a target="_blank" href="https://huggingface.co/epfl-llm/meditron-7b" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">meditron-7b</a>",
      • 18.12,
      • 5.27,
      • 5.02,
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    • [
      • 138,
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      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 17.76,
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    • [
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      • 17.73,
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    • [
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      • 17.57,
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      • 8,
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    • [
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      • true,
      • "SK",
      • "<a target="_blank" href="https://huggingface.co/epfl-llm/meditron-7b" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">meditron-7b</a>",
      • 17.22,
      • 4.43,
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    • [
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      • "EN",
      • "<a target="_blank" href="https://huggingface.co/Henrychur/MMed-Llama-3-8B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MMed-Llama-3-8B</a>",
      • 17.12,
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      ],
    • [
      • 143,
      • "🔵🔵",
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      • "IT",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen3-30B-A3B-Instruct-2507</a>",
      • 16.89,
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      • 2,
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    • [
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      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 16.79,
      • 3.91,
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      • 1,
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    • [
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      • "🔵🔵",
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      • false,
      • "EN",
      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 16.73,
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    • [
      • 146,
      • "🔵🔵",
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      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 16.69,
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    • [
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      • 16.38,
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    • [
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      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Clinical" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Clinical</a>",
      • 15.98,
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    • [
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      • 15.96,
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    • [
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      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-32B-Instruct</a>",
      • 15.68,
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      • 3,
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      • "?",
      • 33,
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      ],
    • [
      • 151,
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      • "<a target="_blank" href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">DeepSeek-R1-Distill-Qwen-32B</a>",
      • 15.44,
      • 44.64,
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    • [
      • 152,
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      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-Nemo-Instruct-2407</a>",
      • 15.38,
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      • 7,
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    • [
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      • 15.26,
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      • 4,
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      ],
    • [
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      • 14.88,
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      • 8,
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      ],
    • [
      • 155,
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      • "<a target="_blank" href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Qwen2.5-14B-Instruct-1M</a>",
      • 14.48,
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    • [
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      • 14.25,
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      ],
    • [
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      • 14.12,
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      ],
    • [
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      • 13.61,
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    • [
      • 159,
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      • "<a target="_blank" href="https://huggingface.co/Henrychur/MMed-Llama-3-8B" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MMed-Llama-3-8B</a>",
      • 13.4,
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      ],
    • [
      • 160,
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      • 13.33,
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    • [
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      • 13.28,
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    • [
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      • 13.21,
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    • [
      • 163,
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      • 13.16,
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    • [
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      • "<a target="_blank" href="https://huggingface.co/unsloth/phi-4" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">phi-4</a>",
      • 13.05,
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    • [
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      • 13,
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    • [
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      • "PL",
      • "<a target="_blank" href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Mistral-Nemo-Instruct-2407</a>",
      • 12.71,
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    • [
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      • "SL",
      • "<a target="_blank" href="https://huggingface.co/tiiuae/Falcon3-10B-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">Falcon3-10B-Instruct</a>",
      • 12.61,
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    • [
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      • 12.57,
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    • [
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      • "🔵",
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      • "EN",
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      • 11.81,
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    • [
      • 170,
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      • "EN",
      • "<a target="_blank" href="https://huggingface.co/google/medgemma-4b-it" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">medgemma-4b-it</a>",
      • 11.78,
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      • 28.52,
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    • [
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      • "EN",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 11.73,
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    • [
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      • false,
      • "IT",
      • "<a target="_blank" href="https://huggingface.co/microsoft/MediPhi-Instruct" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">MediPhi-Instruct</a>",
      • 11.24,
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    • [
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      • "🔵",
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}

***This project has been funded by the European Union under:

   Horizon Europe eCREAM Project (Grant Agreement No.101057726)