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ESP32S3 cluster running 1.58-bit (BitNet) Language model

150 points · 31 comments · nkko

  1. sneak · · focus · HN ↗
    Seriously though, what are the low cost chips that can usefully run LLMs? Is a Mac Mini the lowest we can go? Are there iGPUs on mini-itx that can do it, or are there dedicated AI chips that one could turn into a pi HAT?
    1. chorylee · · focus · HN ↗
      An Orange Pi 5 Max does this job for real. It's an RK3588 board — $75 for 4GB, $95 for 8GB on AliExpress. A community test got Qwen2.5-0.5B at about 12 tok/s on the CPU via llama.cpp. The chip also has a 6 INT8 TOPS NPU if you'd rather go the RKNN route. Won't beat a Mac Mini, but it's an actual computer for under a hundred bucks.
      1. cameron_b · · focus · HN ↗
        I regret to inform you that prices have long departed the lower atmosphere. Even on AliExpress, you're looking at a few hundred bucks for those. Still less than a Mac Mini, but less less.
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