Alexandre Sallinen
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Update README.md
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README.md
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@@ -60,7 +60,12 @@ Additional information about the datasets will be included in the Meditron-3 pub
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#### Evaluation
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We evaluated Meditron on medical multiple-choice questions using [lm-harness](https://github.com/EleutherAI/lm-evaluation-harness) for reproducibility.
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While MCQs are valuable for assessing exam-like performance, they fall short of capturing the model's real-world utility, especially in terms of contextual adaptation in under-represented settings. Medicine is not multiple choice and we need to go beyond accuracy to assess finer-grained issues like empathy, alignment to local guidelines, structure, completeness and safety. To address this, we have developed a platform to collect feedback directly from experts to continuously adapt to the changing contexts of clinical practice.
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#### Evaluation
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| Model Name | MedmcQA | MedQA | PubmedQA | Average |
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|-----------------------------|---------|--------|----------|---------|
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| google/gemma-2-9b | 56.60 | 63.32 | 76.80 | 65.57 |
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| gemMeditron-2-9b-4818 | 57.21 | 63.79 | 77.00 | 66.00 |
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| Difference (gemMeditron vs.)| 0.61 | 0.47 | 0.20 | 0.43 |
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We evaluated Meditron on medical multiple-choice questions using [lm-harness](https://github.com/EleutherAI/lm-evaluation-harness) for reproducibility.
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While MCQs are valuable for assessing exam-like performance, they fall short of capturing the model's real-world utility, especially in terms of contextual adaptation in under-represented settings. Medicine is not multiple choice and we need to go beyond accuracy to assess finer-grained issues like empathy, alignment to local guidelines, structure, completeness and safety. To address this, we have developed a platform to collect feedback directly from experts to continuously adapt to the changing contexts of clinical practice.
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