DEPLOY AI MODELS
INTRODUCING YOU TO SOME BASIC AND IMPORTANT CONCEPTS OF NLP AI
CHALLENGES TO HOSTING NLP AI MODELS
- Why this wasn’t a problem before for experimenters
- New hurdles to embedding language models into apps
- Balancing cost vs response time
- This actually creates a barrier to entry and a shortage of know-how which you can take advantage of if you start sooner than later
HOW TO AVOID PAYING CLOUD PROVIDERS BIG MONEY TO SIMPLY HOST YOUR MODELS
- Logic behind choosing CPU vs GPU and Intel vs ARM
- What’s a GPU really do?
- Optimizing your models without reinventing the wheel
- Utilize analysis tools to know what is really working and where the best value is
- Reap tons of value with AWS Lambda Serverless Framework
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