diff --git a/README.md b/README.md
index 3f00227..8d33610 100644
--- a/README.md
+++ b/README.md
@@ -1,12 +1,13 @@
 # Diffusers Format Checkpoint Loaders for ComfyUI
 
-This project aims to create loaders for diffusers format checkpoint models, making it easier for ComfyUI users to use diffusers format checkpoints instead of the standard ones.
+This project aims to create loaders for diffusers format checkpoint models, making it easier for ComfyUI users to use diffusers format checkpoints instead of the standard checkpoint formats.
+
+This project was created to understand how the DiffusersLoader avaliable in comfyUI works and enhance the functionality by making usable loaders.
 
 ## Table of Contents
 
 - [Introduction](#introduction)
 - [Installation](#installation)
-- [Usage](#usage)
 - [Features](#features)
 - [Contributing](#contributing)
 - [License](#license)
@@ -19,15 +20,45 @@ This project provides tools and loaders for integrating diffusers format checkpo
 ## Installation
 
 Follow these steps to install and set up the project:
-
-```bash
-# Clone the repository
+1. Clone the repository
 git clone https://github.com/Scorpinaus/ComfyUI-DiffusersLoader.git
 
-# Navigate to the project directory
-cd diffusers-checkpoint-loaders
+2. Navigate to the project directory & add-it to ComfyUI manager under custom nodes folder
+
+3. Add nodes to your workflow
+
+## Features
+There are 2 main areas of this node package: SD1.5 Loaders and SDXL Loaders.
+
+### Set-up
+
+For the nodes to work, you will need to create SD15 and SDXL sub-directories under the diffusers folder as seen below:
+
+![image](https://github.com/Scorpinaus/ComfyUI-DiffusersLoader/assets/85672737/b6d779da-5481-4666-ba24-faf2063ee76d)  ![image](https://github.com/Scorpinaus/ComfyUI-DiffusersLoader/assets/85672737/7f71b2bd-172b-4380-9653-a1a2d0a09799)
+
+Put your converted diffusers model into either SD15 for SD1.5 models or SDXL for SDXL models.
+
+### Stable Diffusion 1.5 Loaders
+
+There are 4 main nodes:
+
+![image](https://github.com/Scorpinaus/ComfyUI-DiffusersLoader/assets/85672737/93e8627d-4827-45cc-af98-3f9182133339)
+
+
+### Stable Diffusion XL Loaders
+
+There are 4 main nodes:
+
+![image](https://github.com/Scorpinaus/ComfyUI-DiffusersLoader/assets/85672737/0d3121b6-ba7f-47fb-94a3-018c656598fe)
+
+### Workflow Example
+The combined loader work in the same manner as existing checkpoints loader as seen in this workflow: 
+
+![image](https://github.com/Scorpinaus/ComfyUI-DiffusersLoader/assets/85672737/6b079ac4-1479-43e2-87f6-879919e34d0b)
+
+## Limitations & Future Improvements
+The combined loader and CLIP loader does not work for inpainting models.
 
-#Access comfyUI
 
 ## Contributing
 Contributions are always welcome! Please follow the contributing guidelines to submit issues or pull requests.
@@ -38,4 +69,5 @@ This project is licensed under the MIT License.
 ## Contact
 
 Hafiz Saffie - hafiz.safs@gmail.com
+
 Project Link: https://github.com/Scorpinaus/ComfyUI-DiffusersLoader