Abstract: Online learning provides an opportunity for students who are geographically and temporally constrained to access quality education. However, there are significant drawbacks to online ...

This repository contains research artifacts for the PLDI'23 paper, Programming Large Language Models. This includes a runtime and IDE for the presented language model query language (LMQL) and the ...

Abstract: Deep Learning Large Language Models (LLMs) have the potential to automate and simplify code writing tasks. One of the emerging applications of LLMs is hardware design, where natural language ...

Tile Language (tile-lang) is a concise domain-specific language designed to streamline the development of high-performance GPU/CPU kernels (e.g., GEMM, Dequant GEMM, FlashAttention, LinearAttention).

Instead of handing off fixed screens, designers will need to create constraints, safety rails, and evaluation criteria that guide how these model-driven interfaces behave. It's that time of year.