Abstract: Our research focuses on the intersection of artificial intelligence (AI) and software development, particularly the role of AI models in automating code generation. With advancements in ...

这是一个面向大模型入门到进阶的算法实战教程，当前以大语言模型（LLM）为主线，覆盖 Python、PyTorch、Transformer、推理优化 ...

The goal of the course is to improve programming and problem-solving skills of the students by facing them with difficult problems and by presenting the techniques that help their reasoning in the ...

Getting started with LeetCode can feel like a lot, especially if you’re just beginning your coding journey. So many problems, so many concepts – it’s easy to get lost. But don’t sweat it. This guide ...

Getting ready for coding interviews can feel like a big challenge, but with the right plan and practice, you can definitely boost your chances of doing well. LeetCode is a really popular website for ...

A year ago, my benchmark showed that Large Language Models (LLMs) could solve algorithmic coding challenges on Leetcode. However, their ability was limited to a subset of well-known, "popular" ...

In the spirit of the Mechanistic interpretability agenda for neural networks, this post (and perhaps others to follow in a series) investigates the “algorithms” learned by a transformer model for ...