// systems · architecture · AI
I'm jrgns, a systems architect and technologist from sunny South Africa. I write and speak about all kinds of technologies, mostly centered around development, data, and lately AI.
How many labelled examples does a tuned scikit-learn Naive Bayes need to match the zero-shot accuracy of AWS Strands Decider 2B, and what does each cost in energy? Measured on one RTX 3090 with hardware energy counters.
Hardware, software, and methodology for a systematic TP=2 coding model sweep on an Ampere dual-GPU rig — what the sweep does, how it works, and what 'best config' actually means.
@ Elasticsearch SA Meetup
@ Jozi.rb Meetup
@ Elasticsearch SA Meetup