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Overview
A plug-and-play computer for local AI inference. Run Qwen3.6, GLM-4.6 and more on-prem at the fastest tok/s in its price range. Open source.
News
Lucebox Geometric: DeepSeek V4 Flash 0731 reaches 32.7 tok/s on AMD Strix Halo
DeepSeek V4 Flash 0731 on 128 GB AMD Strix Halo: 82/92 quality, up to 32.7 tok/s decode, and 173 tok/s sparse prefill at 60K context.
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Lucebox (AMD Radeon AI PRO R9700 + Strix Halo) Beats NVIDIA DGX Spark by 3.63x on DeepSeek V4 Flash Decode Speed
51.1 tok/s on a Lucebox with AMD Radeon AI PRO R9700 + Strix Halo versus our 14.09 tok/s average on one NVIDIA DGX Spark for the full 284B DeepSeek V4 Flash model.
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DeepSeek V4 Flash: 284B model, up to 32 tok/s on AMD Ryzen AI MAX+ 395
AMD-Powered Lucebox runs the 284B DeepSeek V4 Flash model locally on AMD Ryzen AI MAX+ 395 with 128 GB unified memory, reaching up to 32 tok/s decode and roughly 250 tok/s sparse prefill.
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lucebox/optimizations/kvflash at main Luce-Org/lucebox
LLM speculative inference server for consumer & heterogeneous hardware - lucebox/optimizations/kvflash at main Luce-Org/lucebox
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