STACKQUADRANT

AI4Finance-Foundation/FinGPT

Prompt Engineering

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

7.9
GitHub Metrics
Stars
20.9k
Forks
3.0k
Open Issues
96
Watchers
313
Contributors
48
Weekly Commits
1
Language
Jupyter Notebook
License
MIT
Last Commit
Jul 18, 2026
Created
Feb 11, 2023
Latest Release
v1.0.0
Release Date
Apr 8, 2026
Synced: Jul 18, 2026
Quality Scores
Documentation Qualityw: 20%
7.7

Has docs site (https://ai4finance.org/research/fingpt-open-source-finllm.html). Description: 118 chars. Stars signal: 20,903. Contributors: 48. Score: 7.7/10

Community Healthw: 20%
8.3

Stars: 20,903. Contributors: 48. Watchers: 313. Forks: 2,968. Issue ratio: 0.5%. Score: 8.3/10

Maintenance Velocityw: 15%
7.2

Last commit: 0d ago. Weekly commits: 0. Latest release: v1.0.0. Maturity bonus: 3.4y old. Score: 7.2/10

API Design & DXw: 20%
8.2

Stars/issues ratio: 220. Has documentation site. Permissive license: MIT. Popularity signal: 20,903 stars. Score: 8.2/10

Production Readinessw: 15%
7.7

Battle-tested: 20,903 stars. Peer review: 48 contributors. Versioned: v1.0.0. Licensed: MIT. Age: 3.4 years. Maintenance: last commit 0d ago. Score: 7.7/10

Ecosystem Integrationw: 10%
8.2

Fork interest: 2,968. Ecosystem: Jupyter Notebook. Integration-friendly: MIT. Adoption: 20,903 stars. Has web presence. Score: 8.2/10

Tags
chatgptfinancefingptfintechlarge-language-modelsmachine-learningnlpprompt-engineeringpytorchreinforcement-learning
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration