diff --git a/README.md b/README.md
index 34554ce..a13c19d 100755
--- a/README.md
+++ b/README.md
@@ -1,14 +1,14 @@
 # NB
 
 
-> Please install `nb` with `pip install nbnb`, the `nb` name is be taken already so we using `nbnb` instead!
+> Please install `nb` with `pip install nbnb`, the `nb` name was taken already, so we using `nbnb` instead!
 
 
-Nenural network Blocks (aka: **NB**, or neural network builder). This library provides massive fancy blocks for you for quick import to build your powerful. Some SOTA tricks and connections such as CSP, ASFF, Attention, BaseConv, Hardswish, Mish all included for quick prototype your model. This is an **Arsenal for deeplearning forge**.
+Nenural network Blocks (aka: **NB**, or neural network builder). This library provides massive fancy blocks for you to quick build your powerful networks! Some SOTA tricks and connections such as CSP, ASFF, Attention, BaseConv, Hardswish, Mish all included for quick prototype your model. This is an **Arsenal for deeplearning forge**.
 
 **nb** is an idea comes from engineering, we build model with some common blocks, we exploring new ideas with SOTA tricks, but all those thing can be gathered into one single place, and for model quick design and prototyping.
 
-this project is under construct for now, I will update it quickly once I found some new blocks that really works in model. Also, every single updated block will be recorded in updates.
+this project is under construct for now, I will update it quickly once I found some new blocks that really works in model. **And you are very welcome to send me a pull request and add more features**!