According to a post by researcher @fguzmanai, GateGPT is an FPGA-based transformer inference system achieving 56,000 tokens per second at 80 megahertz clock speed. By optimizing key-value cache operations in specialized hardware, the work demonstrates an alternative path to GPU-scale language model inference with potentially lower power consumption.

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