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README.md

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 *Introduction of the FerroAI model from reference npj Computational Materials | (2025) 11:282*
 
-#### 🚀 Welcome to our Featured Projects
-- **[FerroAI-Live](https://huggingface.co/spaces/FerroAI/FerroAI-Live)**
-- easy-to-use Graphical User Interface for fast (<10 seconds), ultra-fine phase diagram generation
+
+#### 🚀 FerroAI for FREE
+- **[FerroAI-L](https://ferroai.structrans.org/)**
+- easy-to-use Graphical User Interface for fast, ultra-fine phase diagram generation
 - One-click to know precise MPB position to design new ferroelectrics,dielectrics,piezoelectrics
-- Interested parties are welcome to contact the developer for access authorization
+- FREE !!! 
+
 
 #### 👥 R&D Team
 Meet the researchers and developers behind FerroAI: