Update README.md

README.md

@@ -31,3 +31,13 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+This dataset contains deduplicated data from [The-Vault-function](https://huggingface.co/datasets/Fsoft-AIC/the-vault-function) and [The-Vault-class](https://huggingface.co/datasets/Fsoft-AIC/the-vault-class).
+We filtered the data by:
+
+- **AST parsability**: we extracted only the AST parsable codes  
+- **AST Depth**: only samples with depth from 2.0 to 31.0
+- **Maximum Line Length**: only samples with maximum of 12.0 to 400.0 characters
+- **Average Line Length**: only samples with 5.0 to 140.0 characters on average
+- **Alphanumeric Fraction** of samples is greater than 0.2
+- **Number of Lines**: from 6.0 to 300.0