AI4Finance-Foundation/FinGPT

Health v2 · maintenance only

Adoption not part of the score

21352 stars · 3028 forks observed · 2026-10-06

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

FinGPT is an open-source financial large language model project from the AI4Finance Foundation, providing domain-tuned models, fine-tuning datasets, and APIs for financial NLP tasks like sentiment analysis and forecasting. It includes notebooks, benchmarks, and HuggingFace-hosted models for building financial AI applications.

Use cases

• analyze sentiment of financial news and filings
• forecast stock price movements with LLMs
• fine-tune an LLM on financial datasets
• query SEC filings with natural language
• build a robo-advisor chatbot
• benchmark LLMs on financial tasks

When to choose

• you need open-source financial NLP models instead of closed APIs
• you want to fine-tune LLMs on financial data cheaply
• you're doing academic research on financial LLMs

When to avoid

• you need production-grade regulated trading infrastructure
• you want a turnkey commercial robo-advisor with support
• your task is general-purpose NLP outside finance

Facets

library · maturity active

machine-learning nlp llm-training rag prompt-engineering fintech large-language-models machine-learning python cross-platform financial-llm sentiment-analysis robo-advisor fine-tuning huggingface fintech forecasting natural-language-processing finance

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For agents

markdown · JSON · MCP: product_card(name="AI4Finance-Foundation/FinGPT")