Update README.md

README.md

@@ -1,11 +1,20 @@
 ---
 license: apache-2.0
 ---
-zinc250k contains the 250k molecule subset used in the "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules" paper (doi:10.1021/acscentsci.7b00572).
+zinc250k contains the 250k molecule subset used in the "Automatic Chemical Design Using a 
+Data-Driven Continuous Representation of Molecules" paper (doi:10.1021/acscentsci.7b00572).
 
-The dataset contains the original columns from (https://github.com/aspuru-guzik-group/chemical_vae/blob/main/models/zinc_properties/250k_rndm_zinc_drugs_clean_3.csv),
+The dataset contains the original columns from 
+https://github.com/aspuru-guzik-group/chemical_vae/blob/main/models/zinc_properties/250k_rndm_zinc_drugs_clean_3.csv,
 namely smiles, logP, QED, and SAS and an additional selfies column. 
 
 This dataset can be used for benchmarking chemical Language Models or training new ones on molecular property regression.
 
-All credits go to the authors of the paper and the code repository https://github.com/aspuru-guzik-group/chemical_vae/
+To download the dataset:
+```
+from datasets import load_dataset
+
+dataset = load_dataset("edmanft/zinc250k")
+```
+All credits go to the authors of the paper and the code repository https://github.com/aspuru-guzik-group/chemical_vae/
+