Update README.md

README.md

@@ -133,6 +133,8 @@ The natural language text (docstring) is in English.
   "comment": "\"\"\"\n        pops the top of the stack if it has got its head.\n        \"\"\"",
   "docstring_tokens": "pops the top of the stack if it has got its head .",
   "docstring": "pops the top of the stack if it has got its head."
+  "parameters": [],
+  "docstring_params": {}
 }
 ```
 ### Data Fields
@@ -208,7 +210,7 @@ dataset = load_dataset("Fsoft-AIC/the-vault-function")
 # Load function level train/validation/test set
 dataset = load_dataset("Fsoft-AIC/the-vault-function", split_set=["train"])
 
-# Load "small" (or "medium", "large") function level training set
+# Load "small" (or "medium", "full") version of function level training set
 dataset = load_dataset("Fsoft-AIC/the-vault-function", split_set=["train/small"])
 
 # specific language (e.g. Python) 
@@ -220,7 +222,7 @@ 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/blob/main/README.md#download-data-from-azure-blob-storage)
+A back up dataset can be downloaded in azure storage. See [Download The Vault from Azure blob storage](https://github.com/FSoft-AI4Code/TheVault/blob/main/README.md#download-data-from-azure-blob-storage).
 
 ## Additional information
 ### Licensing Information