Update README.md

README.md

@@ -9,6 +9,12 @@ datasets:
 ---
 
 # BPE_GPT2_TinyStoriesV2_cleaned
+BPE Tokenizer Model for dataset 'fhswf/TinyStoriesV2_cleaned'
 
-## Model Description
-BPE Tokenizer Model for dataset 'fhswf/TinyStoriesV2_cleaned'
+Based on get-neo BPE Tokenizer, but with a smaller vocabulary. 
+Trained with TinyStoriesV2.
+
+- Vocab Size: 1024 
+- 256 Base chars
+- 1 extra Token: <|endoftext|>
+- 3839 merges