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  - modernfinbert
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  <p align="center">
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  <img src="ModernFinBERT.png" alt="ModernFinBERT" width="420">
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  </p>
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- # ModernFinBERT
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- A fine-tuned financial sentiment analysis model based on ModernBERT, trained on synthetic and real financial data cleaned through an automated AI agentic pipeline. The model covers diverse financial domains including news, tweets, crypto, and macroeconomics, making it the most general-purpose financial sentiment classifier. Benchmark results show superior performance with up to 48% accuracy improvement over existing models across multiple financial datasets.
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  For private API access or access to even more powerful financial models, contact us at **[email protected]**
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  - modernfinbert
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+ # ModernFinBERT
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  <p align="center">
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  <img src="ModernFinBERT.png" alt="ModernFinBERT" width="420">
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  </p>
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+ A fine-tuned financial sentiment analysis model based on **ModernBERT**, trained on synthetic and real financial data cleaned through an automated AI agentic pipeline. The model covers diverse financial domains including news, tweets, crypto, and macroeconomics, making it the most general-purpose financial sentiment classifier. Benchmark results show superior performance with up to 48% accuracy improvement over existing models across multiple financial datasets.
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  For private API access or access to even more powerful financial models, contact us at **[email protected]**
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