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thesis-llm-financial-forecaster
kbatyshchev/thesis-llm-financial-forecaster
thesis-llm-financial-forecaster is a machine learning model from kbatyshchev. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model predicts a trading signal (“Buy”, “Hold”, “Sell”) for selected stocks and cryptocurrencies by directly leveraging both technical indicators and raw news headlines as inputs.
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At a glance
- Model type
- bert
- Access
- Public
- Created
- Jun 4, 2025
- Updated
- Jun 17, 2025
- SHA
- ac9d2ede
Model card
From the Hugging Face model README
Multimodal Price Signal Predictor
This model predicts a trading signal (“Buy”, “Hold”, “Sell”) for selected stocks and cryptocurrencies by directly leveraging both technical indicators and raw news headlines as inputs.
Input:
- Technical/time-series features
- Raw news headline text
Output:
- A single predicted return value 1
Signal Interpretation:
- Buy: if return > 1.03
- Sell: if return < 0.97
- Hold: otherwise
Datasets Used:
- News data: https://www.kaggle.com/datasets/parzik/news-thesis
- Time series: https://www.kaggle.com/datasets/parzik/thesis-timeseries-ready-to-use
Example output:
Output return: 0.94
→ Action: sell
Notes:
- If something does not work, the changes can be demanded from [email protected]
- Type
- bert
- Created
- Jun 4, 2025
- Updated
- Jun 17, 2025