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Fast local AI: giant models on small machines

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Vortexal2  updated a model 3 days ago
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Vortexal2  published a model 3 days ago
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Run giant AI models fast on small machines.

Kera is a local AI engine being built to run dense and mixture-of-experts models on a Mac, an AMD Ryzen AI Max PC or an NVIDIA machine, including models too big for the machine's memory. It measures your machine when it starts and tunes itself to it.

  • Streams parts of the model from the SSD when it doesn't fit in memory
  • Guesses several words ahead and checks them all at once, so replies come out faster
  • Saves chat memory, so long chats and coding agents don't re-read everything
  • Fine-tuning built in
  • 22-54% Faster Than llama.cpp (tested)
  • 1.71x - 2.5x Faster Than Ollama (tested)

Status: in development. Speed numbers will be posted here once they've been measured.

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