A community orchard-gleaning model, after a tuning pass, only writes cases that copy last October’s three stories and fails on this week’s new “wet-ladder” rule. Which challenge is that?
Select an answer to reveal the explanation.
Short Explanation
Memorizing last October’s three stories is like studying only three flashcards and blanking on a new question. Overfitting means too much specialization to the training set and weaker results on unseen tasks. That is a fine-tuning challenge, not a few-shot prompt trick.
Full Explanation
Overfitting occurs when a fine-tuned model fits the training examples too tightly and then struggles on new, unseen test tasks. Fresh rules such as “wet-ladder” expose that gap. The concept belongs to fine-tuning challenges, not Chapter 2 few-shot technique explanations.