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@@ -34,7 +34,7 @@ We are pleased to introduce **FinText-TSFM**, a comprehensive suite of **time se
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  - **Model Collections:**
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  - U.S.: Covers **U.S.** market-wide excess returns from 2000 to 2023, with one pre-trained model per year.
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  - Global: Covers excess returns across **89 global markets** from 2000 to 2023, with one pre-trained model for each year.
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- - Augmented: It extend **global data with augmented factors** from 2000 to 2023, with one pre-trained model per year.
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  - The remaining TSFMs are available for download via the [**FinText.ai Portal**](https://fintext.ai).
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  - **Performance Insights:**
 
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  - **Model Collections:**
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  - U.S.: Covers **U.S.** market-wide excess returns from 2000 to 2023, with one pre-trained model per year.
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  - Global: Covers excess returns across **89 global markets** from 2000 to 2023, with one pre-trained model for each year.
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+ - Augmented: Extends the global data with **augmented factors** from 2000 to 2023, with one pre-trained model for each year.
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  - The remaining TSFMs are available for download via the [**FinText.ai Portal**](https://fintext.ai).
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  - **Performance Insights:**