"OpenAI said before that evaluating their dataset was one of the major factors for the huge jump from ChatGPT3.5 to 4. Let's do the same for our own applications!" @SimonNom1 expressed better than I could why we're focusing so much on end-to-end evaluations!
Dataset Evaluation: Key Factor for AI Model Improvement
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