diff --git a/README.md b/README.md
index d7eaf7a..49db34c 100644
--- a/README.md
+++ b/README.md
@@ -17,11 +17,12 @@ CLIP (Contrastive Language-Image Pre-Training) is a neural network trained on a
 First, [install PyTorch 1.7.1](https://pytorch.org/get-started/locally/) and torchvision, as well as small additional dependencies. On a CUDA GPU machine, the following will do the trick:
 
 ```bash
-$ conda install --yes -c pytorch pytorch=1.7.1 torchvision cudatoolkit=11.0
-$ pip install ftfy regex tqdm
+$ pip install clip-by-openai 
+```
+Or if you want cuda installation:
+```bash
+$ pip install clip-by-openai[cuda]
 ```
-
-Replace `cudatoolkit=11.0` above with the appropriate CUDA version on your machine or `cpuonly` when installing on a machine without a GPU.
 
 ```python
 import torch