Update README.md

README.md

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 # SimXRD Database
 
 ## Introduction
-The SimXRD database is a comprehensive resource for spectral data analysis, designed to facilitate the identification of materials both in and out of library.
+The SimXRD database is a comprehensive resource for spectral data analysis, designed to facilitate the identification of crystal materials both in and out of library.
 
 ## Version V1.0.0 (May 2024)
 
@@ -19,7 +19,7 @@ This version introduces datasets for both In Library (IL) and Out of Library (OL
 ### In Library (IL) Identification
 
 - **Train Dataset (Part One)**: [ILtrainV1_P1](https://huggingface.co/datasets/AI4Spectro/ILtrainV1_P1)
-- **Train Dataset (Part Two)**: [ILtrainV2_P2](https://huggingface.co/datasets/AI4Spectro/ILtrainV2_P2)
+- **Train Dataset (Part Two)**: [ILtrainV2_P2](https://huggingface.co/datasets/AI4Spectro/ILtrainV1_P2)
 - **Validation Dataset**: [ILvalV1](https://huggingface.co/datasets/AI4Spectro/ILvalV1)
 - **Test Dataset**: [ILtestV1](https://huggingface.co/datasets/AI4Spectro/ILtestV1)