Ops Development & AI Practice
Ops Development & AI Practice
Apr 2, 2025 · Artificial Intelligence

How Cache‑Augmented Generation (CAG) Supercharges LLM Inference

Cache‑Augmented Generation (CAG) speeds up large language model text generation by caching the Transformer attention layer’s key‑value states, dramatically reducing the quadratic compute cost of autoregressive decoding while keeping the model’s knowledge unchanged.

AI performanceCAGCache‑augmented generation
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How Cache‑Augmented Generation (CAG) Supercharges LLM Inference