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AI models & research

FinGPT

Open research models and tools that adapt language AI to financial news, data and analysis.

Research-backed

What it does

FinGPT is a research project that adapts large language models to finance. Its makers argue that finance changes quickly, so they focus on light, low-cost ways to update models with fresh financial data instead of training huge models from scratch.

The project shares models for tasks such as judging whether financial news sounds positive or negative, plus a forecasting tool and a benchmark for testing models on financial tasks. Several research papers describe the work.

Models are published on Hugging Face, and there is an online demo of the forecaster. This is research software, not financial advice.

Who it's for

Researchers and developers working on AI for finance.

Can I use it without coding?

Developers only. Needs Python and, for local models, a graphics card. An online demo lets you try the forecaster. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Runs on
Web browser
Computer
Works best on a powerful computer or one with a graphics card (GPU)
Privacy
Your choice: run it on your device or use an online service
API key
Not needed

Try it

  1. Try the FinGPT-Forecaster demo on Hugging Face without installing anything.
  2. Enter a stock ticker, a date and how many weeks of news to use.

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (MIT): Very permissive: free to use, change and share, including for business.
  • More on staying safe

Where people are talking about it