Source record

Published by Hacker News · Show HN (50+ points) (T2 source). The original is at https://www.mikeayles.com/blog/on-chip-llm-kv260/.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Show HN demonstration of a tiny LLM running at 21,000 tokens per second on a $250 Xilinx KV260 FPGA board, with a live demo and accompanying blog post covering the implementation.

Firsthand benchmark on commodity FPGA hardware with enough technical detail for anyone exploring on-device LLM inference to judge feasibility.

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