{"type": "article", "title": "Why KV Cache Matters — How MQA, GQA, and MLA Make LLM Inference Faster", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/why-kv-cache-matters-how-mqa-gqa-and-mla-make-llm-inference-faster", "original_source": "https://dev.to/zeromathai/why-kv-cache-matters-how-mqa-gqa-and-mla-make-llm-inference-faster-5gb4", "published": "2026-06-25T14:15:58+00:00", "accessed": "2026-06-25", "id": "why-kv-cache-matters-how-mqa-gqa-and-mla-make-llm-inference-faster"}