Posts tagged with: Andrej Karpathy
Content related to Andrej Karpathy
Build Your Own ChatGPT: Nanochat - The $100 LLM
Discover Nanochat, Andrej Karpathy's open-source project offering a full-stack implementation of a ChatGPT-like LLM. Learn how to train, fine-tune, and run your own large language model on a budget, requiring as little as $100 in compute. This minimal, hackable codebase is designed for accessibility, allowing enthusiasts to experiment with LLM development from scratch. Dive into the world of micro-models and understand the journey from tokenization to web serving, all within a single, cohesive project. Get hands-on with practical scripts and gain insights into the costs and complexities of training your own AI assistant.
Neural Networks: Zero to Hero by Andrej Karpathy
Dive into the foundational principles of neural networks with Andrej Karpathy's 'Neural Networks: Zero to Hero' GitHub repository. This comprehensive open-source project offers a step-by-step journey from basic concepts to advanced architectures like Transformers. Through a series of YouTube video lectures and accompanying Jupyter notebooks, you'll learn to build essential components like micrograd, makemore, and GPT. Whether you're a beginner or looking to deepen your understanding, this resource provides practical coding experience and clear explanations of backpropagation, language modeling, and more. It's an invaluable guide for anyone aiming to master deep learning from the ground up.