Update README.md

README.md

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 library_name: peft
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-# AlpaGo: GPT-NeoX-20 Model Trained with Qlora Technique
+# AlpaGo: GPT-NeoX-20B Model Trained with Qlora Technique
 
-AlpaGo is an adapter model trained using the Qlora technique on top of the GPT-NeoX-20 model. This repository contains the code and resources for AlpaGo, which can be used for natural language processing tasks. AlpaGo is built on the GPT-3.5 architecture and developed by OpenAI.
+AlpaGo is an adapter model trained using the Qlora technique on top of the GPT-NeoX-20B model. This repository contains the code and resources for AlpaGo, which can be used for natural language processing tasks. AlpaGo is built on the [GPT-NeoX-20B](https://huggingface.co/EleutherAI/gpt-neox-20b) architecture and developed by Math And AI Institute.
 
 ## Features