Andrej Karpathy LLM Paper Reading List for LLM Mastery

Author(s): Youssef Hosni

Originally published on Towards AI.

LLM Paper Recommendation from World Leading AI Researcher

Andrej Karpathy is known for his significant contributions and leadership at the intersection of machine learning and language, therefore Karpathy’s paper reading list serves as a compass for those seeking to unravel the intricacies of LLMs.

This blog not only outlines the papers recommended by Karpathy but also provides insightful commentary and context, offering readers a deeper understanding of the groundbreaking concepts and methodologies that have been pivotal in shaping the landscape of Language Models.

From the foundational principles outlined in “Attention is All You Need” to the latest advancements showcased in “Sparks of Artificial General Intelligence: Early experiments with GPT-4,” this journey through the reading list promises to be a riveting exploration of the frontiers of AI research.

As the authors navigate through each section of the blog, they will uncover the key insights and advancements encapsulated within the recommended papers, shedding light on the evolution of LLMs and their role in the broader field of artificial intelligence.

Join us in this intellectual voyage as they decode the wisdom curated by Andrej Karpathy, providing both novice and seasoned AI enthusiasts with a roadmap to LLM mastery.

Attention is all you needLanguage Models are Unsupervised Multitask Learners (GPT-2)Training Language Models to Follow Instructions (InstructGPT)Llama 2:… Read the full blog for free on Medium.

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Published via Towards AI