Quantization vs Distillation: How Big AI Models Get Small
Frontier AI models are almost too big to use — a 70B model needs ~140 GB of memory just to hold its weights. So how do these giants end up running on a single GPU, or even on a laptop?
220 stories
Frontier AI models are almost too big to use — a 70B model needs ~140 GB of memory just to hold its weights. So how do these giants end up running on a single GPU, or even on a laptop?
ML systems, production & scaling, execution & collaboration, building for users, conference etiquette.
What to interview for, how to structure the phone screen, interview loop, and debrief, and a few tips.
In this video, I show you EXACTLY how to land a machine learning engineering job! Here are some TIPS on how you can do that: 1. Use ChatGPT to enhance your knowledge and understanding of machine learning concepts and popular frameworks. 2.
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