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| 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.** |