Java-based jitLLM claims 90% of llama.cpp perf on NVIDIA GPUs via TornadoVM CUDA compilation

mikebmx1 · reddit · 2026-10-08

A Reddit post highlights beehive-lab's TornadoVM, a Java-to-CUDA/cuTile compiler engine, and jitLLM, a vLLM-style inference framework built on it that claims 90% of llama.cpp's performance for local inference on NVIDIA GPUs. Links include the GitHub repos and a deep-dive talk on YouTube, making it a notable option for JVM-ecosystem local LLM serving.

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