diff --git a/README.md b/README.md
index ab01907..8a32677 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,14 @@
-# Unsloth Docker
-================
+# Unsloth Docker [![Docker](https://img.shields.io/badge/docker-257bd6?style=for-the-badge&logo=docker&logoColor=white)](https://hub.docker.com/repository/docker/uptospace/unsloth/general)
 
-This project is a Docker-based environment for deep learning and data science, utilizing NVIDIA CUDA and PyTorch.
+This project is a Docker-based environment for deep learning and data science, utilizing NVIDIA CUDA and PyTorch.\
+It's optimized to be able to run on a paperspace environment.
 
 ## Overview
 
 This project provides a pre-configured Docker environment for deep learning and data science tasks, including:
 
-* NVIDIA CUDA 12.1.0
-* PyTorch 2.4.0
+* NVIDIA CUDA 12.4.0
+* PyTorch 2.5.0
 * JupyterLab and iPyWidgets for interactive development
 
 ## Requirements
@@ -24,11 +24,11 @@ This project provides a pre-configured Docker environment for deep learning and
 
 ## Dependencies
 
-* NVIDIA CUDA 12.1.0
-* PyTorch 2.4.0
+* NVIDIA CUDA 12.4.0
+* PyTorch 2.5.0
 * JupyterLab
 * iPyWidgets
-* unsloth[cu121-torch240]
+* unsloth[cu124-torch250]
 
 ## License
 
@@ -36,4 +36,4 @@ This project is licensed under the [MIT License](LICENSE).
 
 ## Contributing
 
-Contributions are welcome! Please submit a pull request with your changes.
\ No newline at end of file
+Contributions are welcome! Please submit a pull request with your changes.