Boosting llama.cpp with Auto-Tuning, Qwen Quantization Benchmarks, & Mobile Ollama AI Servers
Dev.to AI
•
Generative AI
Open Source AI
Boosting llama.cpp with Auto-Tuning, Qwen Quantization Benchmarks, & Mobile Ollama AI Servers Today's Highlights Today's highlights include a new script for auto-tuning llama.cpp for up to 54% performance gains, a comprehensive comparison of Qwen3.5-9B GGUF quantizations, and a guide on deploying a 24/7 AI server on a Xiaomi 12 Pro using Ollama and Gemma4. The LLM tunes its own llama.cpp flags (+54% tok/s on Qwen3.5-27B) (r/LocalLLaMA)