AI Systems

DeepSeek-V3's auxiliary-loss-free load balancing and multi-token prediction

A look at how DeepSeek-V3 keeps load even across its experts during training, and what its multi-token prediction module is for.

2026-10-20 · 4 min read · 764 words · KbWen · EN
AI Systems

DeepSeek-V3 的 Multi-head Latent Attention 如何壓縮 KV 快取

我們來看看 DeepSeek-V3 如何利用 MLA 的低維潛在向量壓縮 KV 快取,解決長序列推論時的記憶體瓶頸。

2026-10-20 · 3 min read · 1116 words · KbWen · ZH