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After months of development, Qwen3-Next is finally coming to llama.cpp with optimized CUDA operations, enabling fast local inference on consumer NVIDIA hardware.
A new llama.cpp fork brings Rockchip NPU acceleration to edge devices, potentially unlocking LLMs on everything from handheld consoles to industrial controllers
New optimizations fix critical performance drops and crashes on AMD RDNA3 GPUs, delivering faster long-context inference on hardware like Ryzen AI Max 395.