Stages of LLM app value creation and development

Dec 25, 2023 ·

The article by Shchegrikovich outlines the four stages of app value creation using the language model approach. The first stage is data collection, which involves gathering relevant data from sources such as social networks, forums and reviews to understand customer needs and preferences. The second stage is creating the language model, which requires selecting the right algorithm for the task, training the model with the relevant data and refining it in order to achieve the desired accuracy. The third stage is evaluation, which involves comparing the results of the model with the actual user feedback and making adjustments if necessary. Finally, the fourth stage is deployment, which involves deploying the language model in an application and continuously monitoring its performance. This approach enables companies to quickly create and deploy applications that meet customer needs and expectations.