RoPE: Rotary Positional Embeddings
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RoPE: Rotary Positional Embeddings
This video builds Rotary Positional Embeddings (RoPE) from first principles with tight visuals and minimal code. We start with two back-to-back hooks: shifted attention heatmaps that line up under RoPE, then a 2D rotation intuition that shows why scores depend on the relative offset (n−m), not absolute positions. From there, we cover the core ...
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