Mikeayles
mikeayles.com
Actively hiring
Embedded Systems
Embedded Software
Hardware
Follow
Overview
News
Technologies
Salaries
Products
People
Growth
Financials
Overview
Michael Ayles Blog RSS Projects About About Michael Ayles Electronics & Embedded Systems I design engine control units and the tools that design them. 7 years shipping production automotive hardware and firmware.
News
Taalas-Style On-Chip Weights on a $250 FPGA: a Language Model at 60k tok/s
A 3.16M-parameter INT4 transformer running entirely in the on-chip memory of a Xilinx Kria KV260. Zero DRAM in the token loop, 59,965 tok/s on the fabric, bit-exact. Chat with it live.
Read more
Report
On-Chip LLM: War Stories and the Method
Bit-honest before fast. Where iverilog lies, why silicon beats the timing report, and the optimisation that won and got stopped anyway.
Read more
Report
On-Chip LLM: Serving an FPGA to Strangers
Browser to transistor: a Cloudflare tunnel, a serving box, a Tailscale link, and the trick that lands a reply the instant you press Enter.
Read more
Report
On-Chip LLM: Inside the Chip
The datapath of a 3.16M-parameter transformer living in FPGA fabric: wide-word GEMV, the dual-port split-brain, and the proof that 16 streams is a hard wall.
Read more
Report
On-Chip LLM: Sampling Without Asking
The FPGA decoded a reply in 6.6ms. It landed in the browser in 100. The gap was one unmeasured loop, and the fix was the Gumbel-max trick.
Read more
Report
Pro access
Upgrade to see all 34 mentions
Upgrade to a paid plan to read every media mention of this company - funding news, awards, product launches and press releases from all the outlets writing about it.
Every media mention and press release
Funding news, awards and product launches
Fresh coverage from every outlet writing about the company
Upgrade now
Cancel anytime. Secure checkout. Instant activation.