Update README.md

README.md

@@ -15,7 +15,7 @@ library_name: transformers
 
 ## Model Summary
 
-**CustomGPT** is an LLM which is built, train, instruction-finetuned from scratch and evaluated using the LLM-as-a-judge method. This project shows my learning about developing a custom LLM architecture from scratch and its deployment for covnenient usage. It should be noted that this model is not to be used in production as it only for demo purpose which showcases my learning of LLM engineering. GPT pretrained weights have been used which are further fine-tuned on a small instruction dataset.
+**CustomGPT** is an LLM which is built, train, instruction-finetuned from scratch and evaluated using the LLM-as-a-judge method. This project shows my learning about developing a custom LLM architecture from scratch and its deployment on huggingface. It should be noted that this model is not to be used in production as it only for demo purpose which showcases my learning of LLM engineering. GPT pretrained weights have been used which are further fine-tuned on a small instruction dataset.
 
 This model is fully compatible with the Hugging Face `transformers` ecosystem and can be loaded using `AutoModel.from_pretrained`.