Update README.md

README.md

@@ -164,7 +164,7 @@ The natural language text (docstring) is in English.
 ```
 ### Data Fields
 
-Data fields for function level:
+Data fields for inline level:
 - **hexsha** (string): the unique git hash of file
 - **repo** (string): the owner/repo
 - **path** (string): the full path to the original file
@@ -184,7 +184,7 @@ Data fields for function level:
 
 ### Data Splits
 
-In this repo, the inline level data is not split, and contain in only train set.
+In this repo, the inline level data is not split, and contained in only train set.
 
 ## Dataset Statistics
 
@@ -209,7 +209,7 @@ You can load The Vault dataset using datasets library: ```pip install datasets``
 ```python
 from datasets import load_dataset
 
-# Load full function level dataset (40M samples)
+# Load full function level dataset (69M samples)
 dataset = load_dataset("Fsoft-AIC/the-vault-inline")
 
 
@@ -222,7 +222,6 @@ for sample in iter(data['train']):
     print(sample)
 ```
 
-A back up dataset can be downloaded in azure storage. See [Download The Vault from Azure blob storage](https://github.com/FSoft-AI4Code/TheVault#download-via-link).
 
 ## Additional information
 ### Licensing Information