在本文中，研究者提出了一种超越「单个 token」瓶颈的新型注意力机制 ——Multi-Token 注意力（MTA），其高层次目标是利用多个向量对的相似性来确定注意力必须集中在哪里。

Dive into the fascinating (and sometimes controversial) history of the Transformers toy line, from its roots with Japanese ...

在深度学习的世界里，注意力机制正在经历一场颠覆性的革命。最近，Meta的研究团队推出了一种创新的Transformer架构——Multi-Token注意力（MTA）。这一突破旨在解决标准注意力机制在处理大量token时的局限性，特别是在复杂的上下文环境中。 传统的多头注意力模型通过点积比较单个查询向量与上下文中若干键向量的相关性，进而为每个键分配注意力权重。这种方法在简单情境中表现良好，但在信息量 ...

Robosen is back as they return to the world of Transformers with a new Auto-Converting Robot as G1 Bumblebee is ready for ...

New York Toy Fair 2025 saw has chatting with a whole lot of fantastic manufacturers, but few manage to capture that sense of wonder like Robosen. The company started in a more industrial space before ...

A new release for a previous Transformers figure includes two additional robots in disguise for intense action based on the 1986 animated movie.

The reason transformers were and still are expensive has a lot to do with materials. To build a transformer with enough oomph to run everything takes a lot of iron and copper, the latter of which ...

Great Scott! In a mashup that perfectly captures 1980s nostalgia, Doc Brown’s iconic time-traveling DeLorean once transformed into more than just a hover-converted vehicle – it became a full-fledged ...