{"data":{"slug":"ai4finance-foundation-fingpt","name":"FinGPT","tagline":"Open-Source Financial Large Language Models","github_url":"https://github.com/AI4Finance-Foundation/FinGPT","owner":"AI4Finance-Foundation","repo":"FinGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/68813910?v=4","primary_language":"Jupyter Notebook","stars":21265,"forks":3014,"topics":["chatgpt","finance","fingpt","fintech","large-language-models","machine-learning","nlp","prompt-engineering","pytorch","reinforcement-learning","robo-advisor","sentiment-analysis","technical-analysis"],"archived":false,"github_pushed_at":"2026-09-14T08:55:09+00:00","maintenance_label":"Very active","stars_delta_30d":165,"url":"https://www.graphcanon.com/tools/ai4finance-foundation-fingpt","markdown_url":"https://www.graphcanon.com/tools/ai4finance-foundation-fingpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ai4finance-foundation-fingpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ai4finance-foundation-fingpt","description":"FinGPT: Open-Source Financial Large Language Models!  Revolutionize 🔥    We release the trained model on HuggingFace.","homepage_url":"https://fingpt.io","license":"MIT","open_issues":52,"watchers":314,"ai_summary":"FinGPT is an open-source financial large language model repository that provides trained models for various financial applications, including sentiment analysis, technical analysis, and robo-advisory services.","readme_excerpt":"## Quick Start\n\n**🚀 Get started with FinGPT in minutes!**\n\nFor detailed setup instructions for running FinGPT locally or on Replit, including hardware requirements and troubleshooting, check out our comprehensive [SETUP Guide](./SETUP.md).\n\n**❓ Have questions?** Check our [FAQ](./FAQ.md) for answers to common questions about FinGPT usage, capabilities, and limitations.\n\n---\n\n# Install dependencies\npip install -r requirements.txt\npip install -e .\n```\n\n---\n\n## LICENSE\n\nMIT License\n\n**Disclaimer: We are sharing codes for academic purposes under the MIT education license. Nothing herein is financial advice, and NOT a recommendation to trade real money. Please use common sense and always first consult a professional before trading or investing.**","github_created_at":"2023-02-11T20:21:34+00:00","created_at":"2026-07-07T17:33:19.448571+00:00","updated_at":"2026-09-20T04:33:21.019424+00:00","categories":[{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"chatgpt","name":"chatgpt"},{"slug":"finance","name":"finance"},{"slug":"fintech","name":"fintech"},{"slug":"large-language-models","name":"large-language-models"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"nlp","name":"nlp"},{"slug":"prompt-engineering","name":"prompt-engineering"},{"slug":"pytorch","name":"pytorch"}],"trust":{"provenance":{"is_fork":false,"github_id":600544354,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:47:09.892Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":3,"last_release_at":"2026-04-08T15:21:23Z","stars_delta_30d":165,"open_issues_delta_30d":-35},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":60,"high_count":0,"last_scan_at":"2026-09-18T08:47:12.088Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:47:08.776Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-09-18T08:47:08.776Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-18T08:47:08.776Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["Dependencies can be installed via pip using the provided requirements.txt file.","Ensure you have the necessary hardware to run large language models effectively."],"min_ram_gb":8,"requires_docker":false},"constraints":{"min_ram_gb":8,"requires_docker":false},"when_to_use":["When you need to integrate financial large language models into your fintech projects for tasks like sentiment analysis or technical analysis.","If you are working on robo-advisory services and require pre-trained models to accelerate development.","For academic research purposes where you can leverage the models for educational and experimental studies."],"when_not_to_use":["If you are looking for a tool that provides real-time trading advice, as FinGPT is strictly for academic and experimental use and not for financial advice.","When you require a proprietary solution that does not allow for open-source collaboration or modification.","If your project requires a different framework or language, as FinGPT is based on Jupyter Notebooks and PyTorch."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:24:29.830Z"},"constraint_facets":{"min_ram_gb":8,"requires_docker":false},"decision_summary":[{"label":"Requirements","value":"Min 8 GB RAM; Dependencies can be installed via pip using the provided requirements.txt file.; Ensure you have the necessary hardware to run large language models effectively."},{"label":"Adopt for","value":"FinGPT is an open-source repository for financial large language models, offering trained models for applications such as sentiment analysis, technical analysis, and robo-advisory services."},{"label":"License detail","value":"MIT License, allowing for free use, modification, and distribution of the software for both academic and commercial purposes."}]}}