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Broadcasting: how a [4,256] table adds to a whole batch

The positional-embedding sum quietly relies on broadcasting. Here is the whole rule — align from the right, stretch the 1s — and why PyTorch never copies a byte.

23 Aug 2026 · 4 min read

#embeddings
#pytorch
#tensors
#maths-for-llms
#broadcasting