Large Language Models Quiz (Medium)

In the context of LLMs, what is “zero-shot learning”?

What is “few-shot learning” in the context of LLMs?

What is the significance of the “attention mechanism” in transformer-based LLMs?

In transformer-based models, what is the “position encoding” used for?

How does GPT-3 typically generate text output?

What is “knowledge distillation” in the context of Large Language Models?

What is the significance of the “pre-training” and “fine-tuning” approach used in Large Language Models?

What is the primary purpose of specifying a “temperature” parameter when generating text with a large language model like GPT-3?

When designing prompts for a language model, which of the following is the most important consideration for addressing bias and fairness issues?

Large Language Models like GPT-3 have been used to generate text that mimics the writing style of famous authors or personalities. What is this technique called?