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README.md
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title: FinGPT Forecaster
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emoji: 📈
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colorFrom: yellow
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sdk: gradio
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sdk_version: 3.50.2
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app_file: app.py
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pinned: false
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---
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title: FinGPT Forecaster
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emoji: 📈
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colorFrom: yellow
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sdk: gradio
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sdk_version: 3.50.2
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app_file: app.py
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pinned: false
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---
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# This is a demo of FinGPT-Forecaster.
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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.
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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**.
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Company profile & Market news & Basic financials & Stock prices are retrieved using **yfinance & finnhub**.
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This is just a demo showing what this model is capable of. Results inferred from randomly chosen news can be strongly biased.
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For more detailed and customized implementation, refer to our **FinGPT project** <https://github.com/AI4Finance-Foundation/FinGPT>
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**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.**
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