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Show HN: Cactus Needle 3: 8-29MB automation models can match DeepSeek V4 Flash

236 points · 93 comments · HenryNdubuaku

  1. Tsarp · · focus · HN ↗
    Apart from fictional use cases, what is the real use case here? The pricing on some open models are absurdly low for generic tasks. For the privacy conscious it makes sense to run something like a 8-27B on local network and get the work done.

    Are there perhaps some industrial or agri use cases?

    1. HenryNdubuaku · · focus · HN ↗
      Fair, we gotta do a better job at explaining this properly!

      So an 8-27B on a LAN box wins for generic tasks on hardware that can hold it. Needle is for hardware that can't, like plain ARMv7, MIPS32 (the Ingenic chips in cheap IP cameras), RISC-V and watches. Also, we found cost to not really be the lever for on-device models, but availability and latency.

      1. KennyBlanken · · focus · HN ↗
        You've explained WHAT it could run ON. You haven't shown any examples of its intended use, from input to result. I have no idea what is expected of me to be entering into that home automation example, and as everyone has handily demonstrated, it's dogshit at what people actually try to feed it so clearly im not the only one.
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