BreakGPT is a novel large language model developed for financial breakout detection, a key method in financial trading technical analysis. This model is designed to address the challenges of distinguishing between true and false breakouts and providing correct rationale. BreakGPT introduces a unique multi-stage structure, which has proven effective in reducing mistakes in downstream applications. Experimental results have shown that BreakGPT outperforms GPT-3.5 and ChatGPT-4 by improving the accuracy of answers and rational by 44% and 42.07% respectively.
Publication date: 13 Feb 2024
Project Page: https://github.com/Neviim96/BreakGPT
Paper: https://arxiv.org/pdf/2402.07536
