diff --git a/README.md b/README.md
index 86c5ddf..606dbbc 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@ An easy-to-use model quantization package with user-friendly apis, based on GPTQ
 
 ## News or Update
 - (Work in progress) - (Update) - Evaluation and benchmark on multiple (down-stream) tasks such as: language-modeling, text-classification, text-summarization.
-- 2023-04-20 - (News) - AutoGPT is automatically compatible with Stability-AI's newly released `gpt_neox` type model family [StableLM](https://github.com/Stability-AI/StableLM)
+- 2023-04-20 - (News) - AutoGPTQ is automatically compatible with Stability-AI's newly released `gpt_neox` type model family [StableLM](https://github.com/Stability-AI/StableLM)
 
 ## Installation
 ### Install from source