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Multi-head Latent Attention

(1 article)

September 13, 2025Technology

MLA Attention: 4-8x Less Memory Than MHA (DeepSeek V3 Architecture - 2025)

DeepSeek V3 Multi-head Latent Attention (MLA) cuts KV cache 4-8x vs standard MHA. Learn low-rank compression, matrix absorption, prefill vs decode phases. Complete PyTorch implementation with tensor shapes.

Chen Jin Shi Xue Ai

Multi-head Latent Attention MLA Matrix Absorption+3 more