How to Use MLOps to Detect Sarcasm

Sarcasm can be difficult to detect in text, especially for machines. However, with the power of large language models, it's possible to create a tool that can identify sarcastic comments with high accuracy. That's exactly what the ClearML team did with their latest project: a sarcasm detector that combines various ClearML tools to showcase the capabilities of MLOps. In the age of chatGPT and proprietary APIs, this project is meant as an example of how to create tools based on large language models that can run on your own machine, so you have full control over it. And thanks to ClearML being open source, even the whole MLOps stack can run locally.