GateGPT: 56k tokens per second Transformer (KV cache) on FPGA at 80 MHz
Summary
The post highlights GateGPT, a Transformer KV-cache implementation run on an FPGA achieving 56k tokens/sec at 80 MHz. It emphasizes a fully digital, GPU/CPU-free prototype on hardware, signaling growing interest in hardware-accelerated AI for edge and on-prem deployment. This could influence SMBs evaluating edge AI options and specialized accelerators.