RoME reformulates RoPE as matrix operations to eliminate dimension-specific vector overhead and enable fused execution on modern hardware while remaining mathematically equivalent.
Kv- latent: Dimensional-level kv cache reduction with frequency-aware rotary positional embedding
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Efficient Matrix Implementation for Rotary Position Embedding
RoME reformulates RoPE as matrix operations to eliminate dimension-specific vector overhead and enable fused execution on modern hardware while remaining mathematically equivalent.