Update README.md

README.md

@@ -13,12 +13,11 @@ With MiniCPM-Visual-Embedding, it is possible to directly build knowledge base w
 
 [Github Repo](https://github.com/bokesyo/minicpm-visual-embedding)
 
-
 ![Memex Archtechture](images/memex.png)
 
 # News
 
-- 2024-06-27: We released our first visual embedding model minicpm-visual-embedding-v0.1 on [huggingface](https://huggingface.co/RhapsodyAI/minicpm-visual-embedding-v0).
+- 2024-06-27: We released our first visual embedding model checkpoint minicpm-visual-embedding-v0 on [huggingface](https://huggingface.co/RhapsodyAI/minicpm-visual-embedding-v0).
 
 - 2024-05-08: We [committed](https://github.com/bokesyo/minicpm-visual-embedding) our training code (full-parameter tuning with GradCache and DeepSpeed, supports large batch size across multiple GPUs with zero-stage1) and eval code. 
 
@@ -33,6 +32,7 @@ torch==2.1.2
 torchvision==0.16.2
 transformers==4.36.0
 sentencepiece==0.1.99
+numpy==1.26.0
 ```
 
 First you are suggested to git clone this huggingface repo or download repo with `huggingface_cli`.