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Gumbel-max trick

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00:00
2026-08-09
mikeayles.com
artificial-intelligence

On-Chip LLM: Sampling Without Asking

An FPGA-based on-chip LLM decoded replies in 6.6ms, but browser delivery took 100ms; profiling revealed that 58% of the delay came from a host-side loop reading 193 logits per token over /dev/mem. The…

// co-occurs with top 4 entities
FPGA 1 Cloudflare Tunnel 1 Linux 1 Arm 1
// topics top 4 topics
artificial intelligence 1 large language models 1 ai infrastructure 1 ai tools 1