report

README.md

@@ -16,6 +16,9 @@ inference: false
 
 Read this in [English](README_en.md).
 
+**2024/07/24，我们发布了与长文本相关的最新技术解读，关注 [这里](https://medium.com/@ChatGLM/glm-long-scaling-pre-trained-model-contexts-to-millions-caa3c48dea85) 查看我们在训练 GLM-4-9B 开源模型中关于长文本技术的技术报告**
+
+## 模型介绍
 GLM-4-9B 是智谱 AI 推出的最新一代预训练模型 GLM-4 系列中的开源版本。
 在语义、数学、推理、代码和知识等多方面的数据集测评中，GLM-4-9B 及其人类偏好对齐的版本 GLM-4-9B-Chat 均表现出较高的性能。
 除了能进行多轮对话，GLM-4-9B-Chat 还具备网页浏览、代码执行、自定义工具调用（Function Call）和长文本推理（支持最大 128K

README_en.md

@@ -1,12 +1,16 @@
 # GLM-4-9B-Chat
 
+**On July 24, 2024, we released the latest technical interpretation related to long texts. Check
+out [here](https://medium.com/@ChatGLM/glm-long-scaling-pre-trained-model-contexts-to-millions-caa3c48dea85) to view our
+technical report on long context technology in the training of the open-source GLM-4-9B model.**
+
 ## Model Introduction
 
 GLM-4-9B is the open-source version of the latest generation of pre-trained models in the GLM-4 series launched by Zhipu
 AI. In the evaluation of data sets in semantics, mathematics, reasoning, code, and knowledge, **GLM-4-9B**
 and its human preference-aligned version **GLM-4-9B-Chat** have shown superior performance beyond Llama-3-8B. In
 addition to multi-round conversations, GLM-4-9B-Chat also has advanced features such as web browsing, code execution,
-custom tool calls (Function Call), and long text
+custom tool calls (Function Call), and long context
 reasoning (supporting up to 128K context). This generation of models has added multi-language support, supporting 26
 languages including Japanese, Korean, and German. We have also launched the **GLM-4-9B-Chat-1M** model that supports 1M
 context length (about 2 million Chinese characters) and the multimodal model GLM-4V-9B based on GLM-4-9B.
@@ -68,7 +72,8 @@ on [Berkeley Function Calling Leaderboard](https://github.com/ShishirPatil/goril
 
 **For more inference code and requirements, please visit our [github page](https://github.com/THUDM/GLM-4).**
 
-**Please strictly follow the [dependencies](https://github.com/THUDM/GLM-4/blob/main/basic_demo/requirements.txt) to install, otherwise it will not run properly**
+**Please strictly follow the [dependencies](https://github.com/THUDM/GLM-4/blob/main/basic_demo/requirements.txt) to
+install, otherwise it will not run properly**
 
 ### Use the following method to quickly call the GLM-4-9B-Chat language model