trsohmers
Joined 15 years ago
Joined 15 years ago
I know between Moore's Law and Gate's Law which one I would prefer to be the industry standard... https://en.wikipedia.org/wiki/Andy_and_Bill%27s_law
Website: https://positron.ai
The other thing people don’t seem to be getting in this thread that just to hold the weights for 405B at FP16 requires 19 of their systems since it is SRAM only… rounding up to 20 to account for program code + KV cache for the user context would mean 20 systems/racks, so well over $20M. The full rack (including support equipment) also consumes 23kW, so we are talking nearly half a megawatt and ~$30M for them to be getting this performance on Llama 405B
This was all designed a decade ago, and REX has been in effectively hibernation since the end of 2017 after successfully taping out our 16 core test chip back in 2016, but being unable to raise additional funding to continue. I have continued to work on architectures that have leveraged scratchpad memories in different ways, including on cryptocurrency and machine learning ASICs, including at my current startup, Positron AI (https://positron.ai)
2013 Thiel Fellow
2023-Present Positron AI (https://positron.ai)
2021-2023 Groq (https://groq.com)
2019-2020 Lambda Labs (http://lambdalabs.com); Managing hardware development and cloud/datacenter deployment
2013-2018 REX Computing(http://rexcomputing.com); Developed new processor architecture from scratch
@trsohmers
Follow me on twitter... @trsohmers