Models

FinGPT

Open-source financial large language model project for finance sentiment, analysis, and domain adaptation.

20K Stars
MIT License
2.9K Forks
Open source
FinGPT 20K Stars · MIT License · 2.9K Forks fingpt.io verified 2026-06-09
About

FinGPT overview

FinGPT is an open-source financial LLM project from AI4Finance Foundation. It focuses on finance-specific language modeling, sentiment analysis, and domain workflows where general LLMs often need adaptation.

Finance-specific scope

FinGPT focuses on financial text, sentiment, and domain workflows.

Domain models can be easier to evaluate than generic models when the task has specialized vocabulary and risk.

Open research project

The project is maintained openly by AI4Finance Foundation.

Researchers can inspect the approach and adapt it for finance-focused experiments.

Practical task orientation

FinGPT is relevant for sentiment, robo-advisor, and market text analysis experiments.

Finance teams need task-specific tests instead of broad benchmark claims.
Use cases

When to use FinGPT

Financial sentiment analysis

Evaluate financial news, filings, and social text with domain-aware models.

Domain adaptation research

Study how financial corpora affect model behavior.

Finance agent backends

Prototype a finance assistant with an explicitly finance-oriented model layer.

Compare

How it compares

When to choose FinGPT

Compare it with nearby models by looking at hosting model, integration surface, license, and whether the official docs show the workflow you need.

FAQ

Questions

Is FinGPT open source?

Yes. The GitHub repository is listed under the MIT license.

Can FinGPT provide financial advice?

FinGPT is a research and development project. Any financial use should go through expert review, compliance checks, and domain-specific evaluation.

Tags

Capabilities

local inferenceopen sourcedeveloper workflow