From a3c7f56e73b7d35cd9237212a4d87dc5450dc139 Mon Sep 17 00:00:00 2001 From: "ben.guo" <909336740@qq.com> Date: Fri, 3 May 2024 14:44:24 +0800 Subject: [PATCH] =?UTF-8?q?Add.=20=E4=B8=8A=E4=BA=BF=E7=9A=84=E5=8F=82?= =?UTF-8?q?=E6=95=B0=E9=87=8F=E6=98=AF=E6=80=8E=E4=B9=88=E6=9D=A5=E7=9A=84?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .DS_Store | Bin 10244 -> 10244 bytes assets/.DS_Store | Bin 24580 -> 24580 bytes assets/image-20240503135051251.png | Bin 0 -> 243533 bytes ...—多头注意力机制——全流程.md | 25 ++++++++++++++++++ 4 files changed, 25 insertions(+) create mode 100644 assets/image-20240503135051251.png diff --git a/.DS_Store b/.DS_Store index a53d5a8a8a37d6a80428545fd8cc6e43ca62ba79..21c200a4db24eb3af12624db86b666750963ca77 100644 GIT binary patch delta 178 zcmZn(XbIThE66M=ub_jqmG$0HC24x6?fkD|}O~vFaAz3F*We0DlAP0jsgCm0% zLoh=ILpehq!z_kn3_BQ(GTdT#!|;odg;9)AiBX%;gwdAKp3#FbkTHlcnK6YibMr+Z GV^IL_Bq+=P delta 203 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zj0h~eXI=}hoc1MKy4lH%>iIy`<@y8w&s + +前面我们的矩阵A已经算好了,矩阵A经过Concat合并成一开始的[4, 16, 768]的形状,即12个头都合并到一起。再结果一次W的权重矩阵相乘,最终输出[4, 16, 768]维度的矩阵。 + +> 大家应该也注意到,除了Wo,另外3个W(qkv)都是[768, 768]维度的矩阵,并且,生成的Q、K、V、A都是统一维度的,这样最大的好处是能简化计算(包括代码)以及并行计算。 + +Wq、Wk、Wv、Wo这4个矩阵的值都是不一样的,每个头(以及每个Block里,即我们前面讲到的GPT-3据说有175层)里都是唯一的且只有一份。比如Wq只要是一个头里,不管跟哪个X相乘都是一样的值,除非训练的过程中自动给它调整了。 + + + +### 上亿的参数量是怎么来的 + +> WHAT:大家平时看到的7B、13B模型就代表着70亿、130亿的模型参数的模型。 + +继续上文。也就是说,每个子模块有4个W(Wq、Wk、Wv、Wo)每个768,以及一开始输入的X也会随之改变(X是词向量,前面我们GPT-2输出的是50257,维度是768),且GPT-3据说有175层(Block)。 + +公式为: +$$ +((4*768)+(1*50257*768))*175 = 6,755,078,400 +$$ +上面单单是子模块就有67亿的参数量了,还没包括前馈神经网络的部分(后面会详解),神经网络里也有W权重等需要保存。