Update README.md

README.md

@@ -21,6 +21,6 @@ more tainning paramater is in paimon_config.json
 # performance
 this model need more trainning step(expected 40k)
 
-it stopped at 20k now, with a demo song in folder demo, hope it can be trained further with a stronger GPU
+it stopped at 20k now, with a demo song in folder demo, hope it can be trained further with stronger GPUs
 
-thanks to [umoubuton](https://huggingface.co/datasets/umoubuton/paimon) for the data set
+thanks to [umoubuton](https://huggingface.co/datasets/umoubuton/paimon) for the dataset