Lucebox: Turbocharge Local LLM Inference on Mismatched Consumer GPUs with Speculative Decoding
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TL;DR Lucebox is a high-performance C++ speculative inference server built specifically for heterogeneous hardware setups and consumer-tier GPUs. By pairing a lightweight draft model on a lower-end accelerator (or integrated GPU) with a full-parameter target model on your primary device, Lucebox de…
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- 2026-10-17 02:04 · DEV Community — AI
Lucebox: Turbocharge Local LLM Inference on Mismatched Consumer GPUs with Speculative Decoding