From 01dc273247dd9f3545d7d764ea92cb8c606a303b Mon Sep 17 00:00:00 2001
From: skindhu <skindhu@tencent.com>
Date: Sun, 27 Oct 2024 11:31:59 +0800
Subject: [PATCH] add third chapter

---
 Book/3.实现注意力机制.md | 14 ++++----------
 1 file changed, 4 insertions(+), 10 deletions(-)

diff --git a/Book/3.实现注意力机制.md b/Book/3.实现注意力机制.md
index 1a971fd..16fe6ef 100644
--- a/Book/3.实现注意力机制.md
+++ b/Book/3.实现注意力机制.md
@@ -284,17 +284,11 @@ Sum: tensor(1.)
 >
 > 1. **Softmax 的原理**
 >
->    Softmax 函数的公式如下：g
+>    Softmax 函数的公式如下：
 >
->    \usepackage{amsmath}
->
->    [
->
->    \operatorname{softmax}\left(z_{i}\right)=\frac{e^{z_{i}}}{\sum_{j} e^{z_{j}}}
->
->    ]
->
->    This is an inline formula: $E=mc^2$.
+>    ```
+>    \mathop{\text{softmax}}\left(z_{i}\right)=\frac{e^{z_{i}}}{\sum_{j} e^{z_{j}}}
+>    ```
 >
 >    
 >