need

Definition

Not a technical term but a title convention: the "X Is All You Need" pattern, popularized by the original transformer paper, claims one ingredient suffices and the rest can be dropped. It is a rhetorical device for foregrounding what a paper removes. Read such claims narrowly — they almost always hold under the specific setup evaluated, not universally.

Explainers using this term

• Video Understanding from Scratch — From a Pile of Frames to a Sense of TimeIs Space-Time Attention All You Need for Video Understanding? (TimeSformer)
• Build Your Own Mini GPT — A Language Model in 300 LinesAttention Is All You Need
• The Transformer, End to End — One Token's Journey from Embedding to OutputAttention Is All You Need