AI / LLM Basics Interview Questions
What is a Mixture of Experts (MoE) architecture?
Mixture of Experts is a model design where, instead of every input passing through the entire network, a routing mechanism sends each input to only a subset of specialized sub-networks, called experts.
- Only a fraction of the model's total parameters are actually used for any given input
- Lets a model have a very large total parameter count while keeping the actual compute cost per request much lower than using all parameters every time
- The routing mechanism itself is learned during training, deciding which experts are best suited for a given input
This approach is a practical way to scale a model's total capacity without proportionally scaling the cost of running it on every single request.
Invest now in Acorns!!! 🚀
Join Acorns and get your $5 bonus!
Acorns is a micro-investing app that automatically invests your "spare change" from daily purchases into diversified, expert-built portfolios of ETFs. It is designed for beginners, allowing you to start investing with as little as $5. The service automates saving and investing. Disclosure: I may receive a referral bonus.
Invest now!!! Get Free equity stock (US, UK only)!
Use Robinhood app to invest in stocks. It is safe and secure. Use the Referral link to claim your free stock when you sign up!.
The Robinhood app makes it easy to trade stocks, crypto and more.
Webull! Receive free stock by signing up using the link: Webull signup.
More Related questions...
