metadata

title: FinGPT Forecaster
emoji: 📈
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 3.50.2
app_file: app.py
pinned: false

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, but welcomes any ticker symbol in this demo.

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

Due to cost considerations, we have downgraded the demo to using T4 with 8-bit inference. As a result, the speed and performance may not meet expectations. If necessary, we recommend redeploying according to your own requirements.

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.