metadata

title: FinGPT Forecaster
emoji: 📈
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 4.37.2
app_file: app.py
pinned: false
license: apache-2.0

This is a demo of FinGPT-Forecaster.

FinGPT-Forecaster takes random market news and optional basic financials related to the specified company from the past few weeks as input and responds with the company's positive developments and potential concerns. Then it gives out a prediction of stock price movement for the coming week and its analysis summary.

This model is finetuned on Llama2-7b-chat-hf with LoRA on the past year's DOW30 market data. Inference in this demo uses fp16 and welcomes any ticker symbol.

Company profile & Market news & Basic financials & Stock prices are retrieved using yfinance & finnhub.

This is just a demo showing what this model is capable of. Results inferred from randomly chosen news can be strongly biased.

For more detailed and customized implementation, refer to our FinGPT project https://github.com/AI4Finance-Foundation/FinGPT

Disclaimer: 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.