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Video: What are Large Language Model (LLM) Benchmarks? Imagine you’re at an AI model showdown, with contenders like GPT-4o, Meta’s Llama 3, and Claude 3 all vying for the crown. How do you pick the winner? Is it just about…
Last month, one of our interns spent three days hand-tuning a Random-Forest—only to watch it lose 4 % accuracy on the test set. We swapped in a 30-minute Bayesian search with nested cross-validation and boom: +11 % lift, zero leakage,…
Imagine training a state-of-the-art AI model that scores a dazzling 98% accuracy on your test set—only to watch it falter spectacularly when deployed in the real world. What went wrong? The culprit is often hiding in plain sight: data quality.…
