The AI Interview - Master AI/ML Interviews

What is GQA and how does it compare to MHA and MQA?

Examples

Example 1:

Input: Can you explain the concept of Grouped-Query Attention (GQA)?

Output: [A clear, concise explanation of Grouped-Query Attention (GQA)]

Explanation: A direct interview question testing foundational knowledge of the topic.

Example 2:

Input: What are the practical implications or challenges associated with Grouped-Query Attention (GQA)?

Output: [Discussion of trade-offs, advantages, or real-world issues related to Grouped-Query Attention (GQA)]

Explanation: A follow-up interview question assessing depth of understanding and practical experience.

Starter Code

/* Hint: Think about the core concepts of Grouped-Query Attention (GQA), how it works under the hood, and its impact on LLM performance or capabilities. */