Tag
A developer showcases a custom `--moe-direct-io` feature for llama.cpp that achieves 10–15x speedup (20–24 tok/s) running the 125B MoE Qwen3.5-Flash Next (IQ2_XS, 68GB) on just an RTX 3060 12GB with 16GB RAM, while keeping output bit-exact to stock.