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README.md
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This model is a fine-tuned version of [yiyanghkust/finbert-pretrain](https://huggingface.co/yiyanghkust/finbert-pretrain) designed to standardize financial statement line items from Balance Sheets and Income Statements into a unified schema.
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## Model Description
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The **Tiger Transformer** serves as a specialized classification engine for financial analysis AI agents. It addresses the inconsistency found in broad-purpose LLMs when mapping diverse, raw line items (e.g., "Cash & Equivalents", "Cash and due from banks") to standardized accounting categories.
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## Acknowledgments & Licensing
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This project is a fine-tuned version of the FinBERT-Pretrain model developed by Yang et al. (HKUST).
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Licensed under the **Apache License 2.0**. Same as the base FinBERT model.
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This model is a fine-tuned version of [yiyanghkust/finbert-pretrain](https://huggingface.co/yiyanghkust/finbert-pretrain) designed to standardize financial statement line items from Balance Sheets and Income Statements into a unified schema.
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**Full Source Code & Training Data**: [GitHub - Ruinius/tiger-transformer](https://github.com/Ruinius/tiger-transformer)
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## Model Description
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The **Tiger Transformer** serves as a specialized classification engine for financial analysis AI agents. It addresses the inconsistency found in broad-purpose LLMs when mapping diverse, raw line items (e.g., "Cash & Equivalents", "Cash and due from banks") to standardized accounting categories.
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## Acknowledgments & Licensing
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This project is a fine-tuned version of the FinBERT-Pretrain model developed by Yang et al. (HKUST).
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Licensed under the **Apache License 2.0**. Same as the base FinBERT model.
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