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EchoVerse: AI Originals By Khaled Alzahhar

๐Ÿ”น Top LLM Interview Questions: Mastering AI Concepts

14 Feb 2025

Description

In this episode of Echo Verse AI Originals, we break down the most frequently asked interview questions about large language models (LLMs). Covering key topics such as tokenization, fine-tuning techniques like LoRA and QLoRA, decoding methods like beam search, and hyperparameter tuning, we provide insights to help you ace your next AI-related interview. We also explore architectural aspects of transformers, attention mechanisms, and the challenges of overfitting, catastrophic forgetting, and bias mitigation. Whether you're preparing for a technical interview or refining your AI knowledge, this episode is your ultimate guide to LLM fundamentals.

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