Update README.md

README.md

@@ -30,7 +30,7 @@ quantized_by: boxomcfoxo
 
 This repo contains GGUF format model files for [Katy Vetteriano's YiffyEstopianMaid 13B](https://huggingface.co/KatyMergeTesting/YiffyEstopianMaid-13B).
 
-These files were quantised using llama.cpp via ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
+These files were quantized using llama.cpp via ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
 
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@@ -105,7 +105,7 @@ Refer to the Provided Files table below to see what files use which methods, and
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 ## How to download GGUF files
 
-**Note for manual downloaders:** You almost never want to clone the entire repo! Multiple different quantisation formats are provided, and most users only want to pick and download a single file.
+**Note for manual downloaders:** You almost never want to clone the entire repo! Multiple different quantization formats are provided, and most users only want to pick and download a single file.
 
 ### In `text-generation-webui`