Zero-to-production: bootstrapping text-based AI applications with huge language models
Presented by: Dan Padnos – VP Platform at AI21 Labs
Large language models, such as AI21 Labs’ Jurassic-1 and OpenAI’s GPT-3, exhibit unprecedented versatility in performing many different language tasks. Using prompt engineering to adapt the model’s behavior to their specific needs, developers and even non-coders can build sophisticated AI applications from scratch in a matter of days. In this talk, we review the technology powering large language models and discuss their capabilities and limitations. A significant challenge that developers relying on large language models face is scaling up their usage economically without sacrificing quality. We will present approaches to overcome the cost-quality tradeoff in the context of a product life cycle, by starting with rapid prototyping using prompt engineering and large language models, and then evolving to training and deploying a more affordable custom model, optimized to perform a specific task at scale.
Watch video Zero-to-production: bootstrapping text-based AI applications with huge language models online without registration, duration hours minute second in high quality. This video was added by user John Snow Labs 21 October 2021, don't forget to share it with your friends and acquaintances, it has been viewed on our site 280 once and liked it 1 people.