Inkling's Approach to Positional Encoding
_arohan_ · x · 2026-07-16
The author summarized and reviewed Inkling's approach to positional encoding. The core innovation is that "relative positional contribution is determined individually by each query," rather than relying on a set of weakly content-correlated frequencies in a specific head to express "the nth earlier position" like RoPE does.
The key takeaway is that this new method shifts the control of relative positional signals to the query side, fundamentally changing how the model leverages contextual positional information.
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