GLU/SwiGLU 在实际中是门控形式（two linear branches），是向量上的逐元素操作；为了在一维上可视化，我用简化的标量形式来画图 —— 把两条分支都用相同的输入值（即把 a=x, b=x），因此 GLU(x)=x∗sigmoid(x) SwiGLU(x)=x∗SiLU(x) 。这能直观展示门控机制的形状差异。
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Americans are destroying Flock surveillance cameras
In addition to those, Samsung announced the Galaxy Buds 4 along with (you guessed it) some AI updates. All the devices unveiled today are already available for pre-order, should you already be dying to get your hands on them. Here's a look at everything Samsung announced at the latest Unpacked:
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