FinGPT
FreeFinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
FreeFree tier
About FinGPT
FinGPT is an open-source large language model (LLM) framework specifically designed for the financial domain. Originally proposed by the AI4Finance Foundation in June 2023, it introduces an engineering-oriented methodology covering data preparation, model adaptation, and deployment for real-world financial tasks. The framework is accompanied by publicly accessible source code on GitHub, pre-trained models and datasets on HuggingFace, and has been accepted at the FinLLM Workshop @ IJCAI 2023. FinGPT aims to democratize financial AI by providing transparent, reproducible implementations and fostering community collaboration.
Key Features
Open-source framework for financial domain
Covers data preparation, model adaptation, and deployment pipeline
Pre-trained models and datasets available on HuggingFace
Official implementation on GitHub with training pipelines and evaluation scripts
Supports instruction tuning and sentiment-based stock movement prediction
Backed by AI4Finance Foundation community
Pros & Cons
Pros
- Fully open-source with MIT license
- Transparent and reproducible implementations
- Active community with 20,000+ GitHub stars
- Provides both models and datasets for financial LLM research
- Supports multiple financial tasks through instruction tuning
Cons
- Primarily research-oriented; may require significant adaptation for production
- Documentation and tutorials could be more comprehensive for beginners
- Model sizes and performance depend on base LLMs used
Best For
Financial sentiment analysisStock movement prediction using sentiment dataInstruction tuning for financial datasetsAcademic research and reproducibility in financial NLPBuilding custom financial LLM applications
FAQ
What is FinGPT?
FinGPT is an open-source large language model framework specifically designed for the financial domain, originally proposed by the AI4Finance Foundation. It provides an engineering-oriented methodology for building financial LLMs, covering data preparation, model adaptation, and deployment.
Is FinGPT free to use?
Yes, FinGPT is open-source under the MIT license and is maintained as a free resource by the AI4Finance Foundation.
Where can I access the code and models?
The official source code is available on GitHub at https://github.com/AI4Finance-Foundation/FinGPT. Pre-trained models and datasets are hosted on HuggingFace at https://huggingface.co/FinGPT.