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README.md

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 ## TimesFM-20M (TSFM) — U.S. (2000)
 
-This is the **Time Series Foundation Model (TSFM)**, pre-trained on **U.S. financial time series data up to the year 2021** using the **TimesFM architecture (20M)**. The dataset spans from **1990–2021** and includes all **U.S. excess return data**.
+This is the **Time Series Foundation Model (TSFM)**, pre-trained on **U.S. financial time series data up to the year 2000** using the **TimesFM architecture (20M)**. The dataset spans from **1990–2000** and includes all **U.S. excess return data**.
 
 🔗 **Related Links**  
 - [📑 View all TimesFM (20M) models - U.S.](https://huggingface.co/collections/FinText/timesfm-20m-us)