From e1bc2691d4bac4047e0c335ce58ce9a3ebb3b100 Mon Sep 17 00:00:00 2001
From: zR <2448370773@qq.com>
Date: Fri, 26 Jul 2024 11:57:14 +0800
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 Read this in [English](README_en.md)
 
 ## 项目更新
-- 🔥🔥 **News**: ``2024/7/16``: GLM-4-9B-Chat 模型依赖的` transformers`版本升级到 `4.42.4`, 请更新模型配置文件并参考 `basic_demo/requirements.txt` 更新依赖。
+- 🔥🔥 **News**: ```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。
+- 🔥 **News**: ``2024/7/16``: GLM-4-9B-Chat 模型依赖的` transformers`版本升级到 `4.42.4`, 请更新模型配置文件并参考 `basic_demo/requirements.txt` 更新依赖。
 - 🔥 **News**: ``2024/7/9``: GLM-4-9B-Chat
   模型已适配 [Ollama](https://github.com/ollama/ollama),[Llama.cpp](https://github.com/ggerganov/llama.cpp)，您可以在[PR](https://github.com/ggerganov/llama.cpp/pull/8031) 查看具体的细节。
 - 🔥 **News**: ``2024/7/1``: 我们更新了 GLM-4V-9B 的微调，您需要更新我们的模型仓库的运行文件和配置文件，
diff --git a/README_en.md b/README_en.md
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 </p>
 
 ## Update
-- 🔥🔥 **News**: ``2024/7/16``: The ` transformers` version that the GLM-4-9B-Chat model depends on has been upgraded 
+- 🔥🔥 **News**: ```2024/07/24```:  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.
+- 🔥 **News**: ``2024/7/16``: The ` transformers` version that the GLM-4-9B-Chat model depends on has been upgraded 
 to `4.42.4`. Please update the model configuration file and refer to `basic_demo/requirements.txt` to update the dependencies.
 - 🔥 **News**: ``2024/7/9``: The GLM-4-9B-Chat model has been adapted to [Ollama](https://github.com/ollama/ollama)
   and [Llama.cpp](https://github.com/ggerganov/llama.cpp), you can check the specific details