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README.md

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 ## phi-2-pruned50
-This repo contains model files for [phi 2](https://huggingface.co/microsoft/phi-2) optimized for [NM-vLLM](https://github.com/neuralmagic/nm-vllm), a high-throughput serving engine for compressed LLMs.
+This repo contains model files for [Phi 2](https://huggingface.co/microsoft/phi-2) optimized for [NM-vLLM](https://github.com/neuralmagic/nm-vllm), a high-throughput serving engine for compressed LLMs.
 
 This model was pruned with [SparseGPT](https://arxiv.org/abs/2301.00774), using [SparseML](https://github.com/neuralmagic/sparseml).