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agentup · Oct 15, 2023 · f5d0da4 · f5d0da4
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 \[ English | [中文](README_zh.md) \]
 
-Launch an all-in-one Web UI via `python src/train_web.py`.
+## Example: Fine-tuning large language model within 10 minutes
+
+Launch an **all-in-one Web UI** via `python src/train_web.py`.
 
 https://github.com/hiyouga/LLaMA-Factory/assets/16256802/6ba60acc-e2e2-4bec-b846-2d88920d5ba1
 

diff --git a/README_zh.md b/README_zh.md
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 \[ [English](README.md) | 中文 \]
 
+## 示例：在十分钟内微调一个大模型
+
+通过 `python src/train_web.py` 开启**训练推理一体化界面**。
+
+https://github.com/hiyouga/LLaMA-Factory/assets/16256802/6ba60acc-e2e2-4bec-b846-2d88920d5ba1
+
 ## 更新日志
 
 [23/09/27] 我们针对 LLaMA 模型支持了 [LongLoRA](https://github.com/dvlab-research/LongLoRA) 提出的 **$S^2$-Attn**。请使用 `--shift_attn` 参数以启用该功能。