mlopscommunity / open-questions-ai-quality

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Different quality frameworks in teams #7

Open adamboazbecker opened 1 month ago

adamboazbecker commented 1 month ago

What do we do when different teams follow different quality frameworks?

y27choi commented 1 month ago

I noticed while reading model cards from different LLM providers that these models were evaluated with different framework and methods; therefore, it is hard to compare them apples-to-apples.

In order to compare the models fairly, I think we need to make sure we evaluate them on the same quality framework. I would first define the standard quality framework designed around my use case and then evaluate these models on it.