diff --git a/README.md b/README.md
index 48f45c8..315d3c6 100644
--- a/README.md
+++ b/README.md
@@ -34,75 +34,61 @@ git clone https://github.com/novarobot/stable-diffusion-cpuonly.git
  
 ```
 
-### install conda (optional but highly recommended)
+### install conda
 Don't put it on both bash and zsh, just do one installation!!!
 
 
-```
-install conda under zsh (optional)
+(OPTION ZSH) install conda under zsh (optional)
 
+```
 sudo apt install zsh
-
 copy the default zshrc file (optional)
-
 cp ./stable-diffusion-cpuonly/.zshrc /home/USERNAME
-
 zsh
 ```
 
 (if you haven't copied the zshrc, create the appropriate one with the menu that appears. If you copied it, the menu will not appear)
 ```
 wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
-
 chmod 777 Miniconda3-latest-Linux-x86_64.sh
 
-The installation location is e.g.: /opt/StableDiffusion/Miniconda3
+#The installation location is e.g.: /opt/StableDiffusion/Miniconda3
 
-Don't run conda init! (just hit enter)
+#Don't run conda init! (just hit enter)
 
 ./Miniconda3/bin/conda init zsh
-
 exit
 
 #Back to zsh again
 
 zsh
-
 #A prefix (base) had to appear before the prompt!
-
 conda env create -f ./stable-diffusion-cpuonly/environment-cpuonly.yaml
-
 conda activate sdco
-
+conda install pytorch torchvision torchaudio cpuonly -c pytorch
 #A prefix (sdco) had to appear before the prompt!
 ```
 
-##install conda under bash (original solution)
+(OPTION BASH) install conda under bash (original solution)
 ```
 wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
-
 chmod 777 Miniconda3-latest-Linux-x86_64.sh
 
-The installation location is e.g.: /opt/StableDiffusion/Miniconda3
+#The installation location is e.g.: /opt/StableDiffusion/Miniconda3
 
-Run conda init (yes)
+#Run conda init (yes)
 
-Exit and return to the terminal
+#Exit and return to the terminal
 
-A prefix (base) had to appear before the prompt!
+#A prefix (base) had to appear before the prompt!
 
 conda env create -f ./stable-diffusion-cpuonly/environment-cpuonly.yaml
-
 conda activate sdco
+conda install pytorch torchvision torchaudio cpuonly -c pytorch
 
-A prefix (sdco) had to appear before the prompt!
+#A prefix (sdco) had to appear before the prompt!
 ```
 
-
-### Download Stable-Diffusion-cpuonly
-
-Copy this github repository and extract the files.
-
 ### Download the CompVis Stable-diffusion model.
 
 Go here and download the correct mode from here. You'll have to agree to the license setup an account but this is the bread and butter AI art generating learning model.
@@ -111,6 +97,7 @@ https://huggingface.co/CompVis/stable-diffusion-v-1-4-original
 
 
 ```
+cd stable-diffusion-cpuonly
 wget https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/resolve/main/sd-v1-4.ckpt
 mv sd-v1-4.ckpt models/ldm/stable-diffusion-v1/model.ckpt 
 ```
@@ -125,8 +112,6 @@ wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pt
 mv GFPGANv1.3.pth src/gfpgan/experiments/pretrained_models/GFPGANv1.3.pth
 ```
 
-
-
 ### Linux - Running the install script
 open a terminal or powershell and cd to your stable-diffusion-cpuonly-main directory and run
 ```