GitHub - AI4Finance-Foundation/FinGPT: FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
🚀 Unlock the power of financial language models with GitHub's FinGPT by AI4Finance-Foundation! Revolutionize financial analysis with swift fine-tuning, personalized insights, stock price predictions & more. Join the #FinGPT community on HuggingFace for cutting-edge AI in finance! 🔍💸 #AI4Finance #FinTech
- FinGPT is an open-source project by AI4Finance-Foundation aiming to democratize financial large language models.
- FinGPT allows for swift fine-tuning with new data, unlike costly retraining models like BloombergGPT.
- It emphasizes lightweight adaptation and utilizes the RLHF technology for personalized insights.
- FinGPT includes models like FinGPT-Forecaster for stock price predictions and FinGPT v3 series for sentiment analysis.
- It offers benchmark results comparing different models like Llama-2, Falcon, MPT, and more for financial sentiment analysis.
- FinGPT framework comprises layers from data source to application for a comprehensive FinLLMs ecosystem.
- Specific models like FinGPT-RAG and FinGPT-FinNLP cater to nuanced financial sentiment analysis needs.
- FinGPT-Benchmark optimizes instruction tuning for diverse financial datasets and cost-effective benchmarking.
- Open-source base models like Llama-2, Falcon, MPT, Bloom, ChatGLM2, and Qwen offer market-specific advantages.
- FinGPT fosters collaboration through contributions and provides tutorials for training and understanding FinGPT models.