Update README.md

README.md

@@ -11,7 +11,7 @@ pipeline_tag: text-generation
 
 These are GPTQ 4bit model files for [VMWare's XGEN 7B 8K Open Instruct](https://huggingface.co/VMware/xgen-7b-8k-open-instruct).
 
-It is the result of quantising to 4bit using GPTQ-for-LLaMa.
+It is the result of quantizing to 4bit using GPTQ-for-LLaMa.
 
 
 
@@ -24,7 +24,7 @@ pip install auto-gptq
 
 ```
 
-Second, install tiktoken in order to use tokenizer
+Second, install tiktoken in order to use the tokenizer
 
 ```
 pip install tiktoken