diff --git a/README.md b/README.md
index 061c15b..a646c24 100644
--- a/README.md
+++ b/README.md
@@ -33,7 +33,7 @@ and [many others](#shout-outs).
 
 Stable Diffusion is a latent text-to-image diffusion model.
 ________________________________
-  
+
 ## Requirements
 
 You can update an existing [latent diffusion](https://github.com/CompVis/latent-diffusion) environment by running
@@ -43,6 +43,17 @@ conda install pytorch==1.12.1 torchvision==0.13.1 -c pytorch
 pip install transformers==4.19.2 diffusers invisible-watermark
 pip install -e .
 ``` 
+
+#### App Requirements (Gradio, Streamlit)
+Dependencies for the runtime apps are kept in a separate `requirements-app.txt` file.
+
+```bash
+# Pip
+pip install -r requirements-app.txt
+# or Conda
+conda install --file requirements.txt
+```
+
 #### xformers efficient attention
 For more efficiency and speed on GPUs, 
 we highly recommended installing the [xformers](https://github.com/facebookresearch/xformers)
@@ -50,7 +61,7 @@ library.
 
 Tested on A100 with CUDA 11.4.
 Installation needs a somewhat recent version of nvcc and gcc/g++, obtain those, e.g., via 
-```commandline
+```bash
 export CUDA_HOME=/usr/local/cuda-11.4
 conda install -c nvidia/label/cuda-11.4.0 cuda-nvcc
 conda install -c conda-forge gcc
@@ -59,7 +70,7 @@ conda install -c conda-forge gxx_linux-64=9.5.0
 
 Then, run the following (compiling takes up to 30 min).
 
-```commandline
+```bash
 cd ..
 git clone https://github.com/facebookresearch/xformers.git
 cd xformers
diff --git a/environment.yaml b/environment.yaml
index 4687b30..3e8491e 100644
--- a/environment.yaml
+++ b/environment.yaml
@@ -6,24 +6,23 @@ dependencies:
   - python=3.8.5
   - pip=20.3
   - cudatoolkit=11.3
+  - numpy=1.23.1
   - pytorch=1.12.1
   - torchvision=0.13.1
-  - numpy=1.23.1
   - pip:
     - albumentations==1.3.0
-    - opencv-python==4.6.0.66
-    - imageio==2.9.0
-    - imageio-ffmpeg==0.4.2
-    - pytorch-lightning==1.4.2
-    - omegaconf==2.1.1
-    - test-tube>=0.7.5
-    - streamlit==1.12.1
     - einops==0.3.0
+    - imageio-ffmpeg==0.4.2
+    - imageio==2.9.0
+    - invisible-watermark>=0.1.5
+    - kornia==0.6
+    - omegaconf==2.1.1
+    - open-clip-torch==2.7.0
+    - opencv-python==4.6.0.66
+    - pudb==2019.2
+    - pytorch-lightning==1.4.2
+    - test-tube>=0.7.5
+    - torchmetrics==0.6.0
     - transformers==4.19.2
     - webdataset==0.2.5
-    - kornia==0.6
-    - open_clip_torch==2.0.2
-    - invisible-watermark>=0.1.5
-    - streamlit-drawable-canvas==0.8.0
-    - torchmetrics==0.6.0
     - -e .
diff --git a/requirements-app.txt b/requirements-app.txt
new file mode 100644
index 0000000..43ef703
--- /dev/null
+++ b/requirements-app.txt
@@ -0,0 +1,3 @@
+gradio==3.11
+streamlit==1.12.1
+streamlit-drawable-canvas==0.8.0
diff --git a/requirements.txt b/requirements.txt
index 0cd8b07..a59e98d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,19 +1,16 @@
-albumentations==0.4.3
-opencv-python
-pudb==2019.2
-imageio==2.9.0
-imageio-ffmpeg==0.4.2
-pytorch-lightning==1.4.2
-torchmetrics==0.6
-omegaconf==2.1.1
-test-tube>=0.7.5
-streamlit>=0.73.1
+albumentations==1.3.0
 einops==0.3.0
+imageio-ffmpeg==0.4.2
+imageio==2.9.0
+invisible-watermark>=0.1.5
+kornia==0.6
+omegaconf==2.1.1
+open-clip-torch==2.7.0
+opencv-python==4.6.0.66
+pudb==2019.2
+pytorch-lightning==1.4.2
+test-tube>=0.7.5
+torchmetrics==0.6.0
 transformers==4.19.2
 webdataset==0.2.5
-open-clip-torch==2.7.0
-gradio==3.11
-kornia==0.6
-invisible-watermark>=0.1.5
-streamlit-drawable-canvas==0.8.0
 -e .