Update README.md

README.md

@@ -14,6 +14,10 @@ Sheared-LLaMA-1.3B is a model pruned and further pre-trained from [meta-llama/Ll
 model = AutoModelForCausalLM.from_pretrained("princeton-nlp/Sheared-LLaMA-1.3B")
 ```
 
+- Smaller-scale
+- Same vocabulary as LLaMA1 and LLaMA2
+- Derived with 50B tokens by utilizing existing strong LLMs
+
 ## Downstream Tasks
 
 We evaluate on an extensive set of downstream tasks including reasoning, reading comprehension, language modeling and knowledge intensive tasks. Our Sheared-LLaMA models outperform existing large language models.