https://thecodersblog.com/tag/llama.cpp/Recent content in LLaMA.cpp on The Coders BlogHugoen-usFri, 08 May 2026 17:37:15 +0000https://thecodersblog.com/multi-token-prediction-speedup-for-llama-cpp-2026/Fri, 08 May 2026 17:37:15 +0000https://thecodersblog.com/multi-token-prediction-speedup-for-llama-cpp-2026/<p>The dream of truly responsive, local Large Language Models (LLMs) has always been hampered by the fundamental latency of sequential token generation. Every word, every punctuation mark, requires a full forward pass through the neural network. For developers striving to integrate LLMs into real-time applications – think coding assistants that don&rsquo;t lag, interactive storytelling engines, or instant summarization tools – this inherent bottleneck can be a deal-breaker. Enter LLaMA.cpp, the ever-evolving powerhouse for running LLMs efficiently on consumer hardware. Its latest advancement, Multi-Token Prediction (MTP), is not just another optimization; it&rsquo;s a fundamental shift in how we can accelerate single-stream LLM generation, and early indicators suggest it&rsquo;s a game-changer, particularly for models like Gemma 4.</p>