Update README.md

README.md

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       correction was done then theres nothing major for worry. But disclosing
       this as per ethical guidelines, is mandatory
   example_title: Example 1
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+---
+# Model Card for MedGENIE-fid-flan-t5-base-medqa
+
+MedGENIE comprises a collection of language models designed to utilize generated contexts, rather than retrieved ones, for addressing multiple-choice open-domain questions in the medical domain. Specifically, MedGENIE-fid-flan-t5-base-medqa is a fusion-in-decoder model based on flan-t5-base architecture, trained on the MedQA-USMLE dataset augmented with artificially generated contexts from PMC-LLaMA-13B. This model achieves a new state-of-the-art performance over the corresponding test set.