Can You Really Test LLM? Here's What You Need to Know
Because of that a lot of people deploy LLM without any testing. The first question is: can you test LLM? Well my answer will be no you cannot test LLM. But you can test LLM for specific use if you bound it. If you bound the application then I can test it within this boundary. If you have an open-ended Q&A like OpenAI style you cannot validate. You cannot test it because how are you going to test it because there's no boundary. There's too many cases. In the real world in real industry the application is not like that yeah we have something that really assistance and uh things at low risk but on the high risk application it is it's bounded. We have to bound it This is for application for such and such. For example I am going to build systems for a banking center to answer customer question about specific product.
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