Mastering the Q Programming Language: How Morgan Stanley Built a 59% Accurate Code Generator

12 hours ago 高效码农

From Zero to Q: A Step-by-Step Guide to Training Large Language Models for a Niche Programming Language How Morgan Stanley and Prime Intellect built a 59 % accurate Q-code generator and open-sourced every line of code. Why bother with Q in the first place? Q (and its companion database kdb+) is the silent workhorse of quantitative finance. A single line can scan billions of market ticks in milliseconds. Banks, hedge funds, and exchanges rely on it for real-time risk and back-testing. Yet Stack Overflow counts fewer than 200 answered Q questions—orders of magnitude less than Python or Java. General-purpose large …