grammar (#11)

- grammar (6c5837b2f3d29df2f245e280c6e06183de9b468e)


Co-authored-by: David Forman <[email protected]>

README.md

@@ -23,7 +23,7 @@ widget:
 The Phi-3-Medium-4K-Instruct is a 14B parameters, lightweight, state-of-the-art open model trained with the Phi-3 datasets that includes both synthetic data and the filtered publicly available websites data with a focus on high-quality and reasoning dense properties.
 The model belongs to the Phi-3 family with the Medium version in two variants [4K](https://huggingface.co/microsoft/Phi-3-medium-4k-instruct) and [128K](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct) which is the context length (in tokens) that it can support.
 
-The model has underwent a post-training process that incorporates both supervised fine-tuning and direct preference optimization for the instruction following and safety measures.
+The model has undergone a post-training process that incorporates both supervised fine-tuning and direct preference optimization for the instruction following and safety measures.
 When assessed against benchmarks testing common sense, language understanding, math, code, long context and logical reasoning, Phi-3-Medium-4K-Instruct showcased a robust and state-of-the-art performance among models of the same-size and next-size-up.
 
 Resources and Technical Documentation: