FinGPT: Open-Source Financial Large Language Models

Understand

Large language models (LLMs) have shown the potential of revolutionizing natural language processing tasks in diverse domains, sparking great interest in finance.

• Accessing high-quality financial data is the first challenge for financial LLMs (FinLLMs).
• While proprietary models like BloombergGPT have taken advantage of their unique data accumulation, such privileged access calls for an open-source alternative to democratize Internet-scale financial data.
• In this paper, we present an open-source large language model, FinGPT, for the finance sector.