Update README.md

README.md

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 This is a Llama 2 architecture model series trained on the TinyStories dataset, intended for use in the [llama2.c](https://github.com/karpathy/llama2.c) project by Andrej Karpathy. 
 
-trained on a single V100 32GB gpu for 3 epochs, we achieve an inference speed of ~72 tokens/sec.
+Trained on a single v100 32GB GPU for 3 epochs, we achieve an inference speed of ~72 tokens/sec on the same.
 
-learn more on how to run inference in pure C using [llama2.c](https://github.com/karpathy/llama2.c)
+Learn more on how to run inference in pure C using [llama2.c](https://github.com/karpathy/llama2.c)