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README.md

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 The Knowledge Engineering Group (**[KEG](https://twitter.com/thukeg)**) & Data Mining ([THUDM](https://github.com/THUDM)) at Tsinghua University. 
 
-We build **LLMs**, develop LLMs as **Agents** as well as develop related LLM training & inference techniques: 
+We build the **[ChatGLM](https://arxiv.org/pdf/2406.12793)** family of LLMs, develop LLMs as **Agents**, and release related LLM training & inference techniques: 
 
-* **[ChatGLM](https://github.com/THUDM/GLM-4)**, 
+* **[GLM-4](https://github.com/THUDM/GLM-4)**, 
   **[CodeGeeX](https://github.com/THUDM/CodeGeeX2)**,
   **[CogVLM (VisualGLM)](https://github.com/THUDM/CogVLM2)**,
   **[WebGLM](https://github.com/THUDM/WebGLM)**,
   **[GLM-130B](https://github.com/THUDM/GLM-130B)**,
   **[CogView](https://github.com/THUDM/CogView)**,
-  **[CogVideo](https://github.com/THUDM/CogVideo)**,
+  **[CogVideo](https://github.com/THUDM/CogVideo)**.
 * **[CogAgent](https://github.com/THUDM/CogVLM)**,
   **[AutoWebGLM](https://github.com/THUDM/AutoWebGLM)**,
   **[AgentTuning](https://github.com/THUDM/AgentTuning)**,