diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b8eb870..5345ef5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        image: [all-python]
+        image: [all-python-cpu, all-python-cuda]
     env:
       FORCE_COLOR: 1
     steps:
diff --git a/Earthfile b/Earthfile
index 9a43170..3840f9c 100644
--- a/Earthfile
+++ b/Earthfile
@@ -11,26 +11,48 @@ ARG --required --global VERSION
 common:
   FROM mambaorg/micromamba:1.5.8
   ENV SHELL=/bin/bash
-  RUN micromamba install -n base -c conda-forge  -y htop nvtop
+  RUN micromamba install -n base -c conda-forge -y htop nvtop
   WORKDIR /workspace
 
 all:
   BUILD +all-python
 
 all-python:
-  BUILD +python-jupyter
-  BUILD +python-code
+  BUILD all-python-cpu
+  BUILD all-python-cuda
 
-python:
+all-python-cpu:
+  BUILD +python-cpu-jupyter
+  BUILD +python-cpu-code
+
+all-python-cuda:
+  BUILD +python-cuda-jupyter
+  BUILD +python-cuda-code
+
+python-cpu:
   FROM +common
-  DO python+SETUP
+  DO python+SETUP_CPU
 
-python-jupyter:
-  FROM +python
+python-cpu-jupyter:
+  FROM +python-cpu
   DO jupyter+SETUP
   SAVE IMAGE --push $REGISTRY/python-jupyter:$VERSION
 
-python-code:
-  FROM +python
+python-cpu-code:
+  FROM +python-cpu
   DO code+SETUP
   SAVE IMAGE --push $REGISTRY/python-code:$VERSION
+
+python-cuda:
+  FROM +common
+  DO python+SETUP_CUDA
+
+python-cuda-jupyter:
+  FROM +python-cuda
+  DO jupyter+SETUP
+  SAVE IMAGE --push $REGISTRY/python-cuda-jupyter:$VERSION
+
+python-cuda-code:
+  FROM +python-cuda
+  DO code+SETUP
+  SAVE IMAGE --push $REGISTRY/python-cuda-code:$VERSION
diff --git a/frontend/code/Earthfile b/frontend/code/Earthfile
index 0623781..e232acb 100644
--- a/frontend/code/Earthfile
+++ b/frontend/code/Earthfile
@@ -2,10 +2,11 @@ VERSION 0.8
 
 SETUP:
     FUNCTION
-    RUN micromamba install -n base -c conda-forge -y code-server ipykernel ipywidgets
+    RUN micromamba install -n base -c conda-forge -y code-server jupyterhub-singleuser jupyter-server-proxy ipykernel ipywidgets
     RUN micromamba -n base run code-server \
         --install-extension ms-toolsai.jupyter \
         --install-extension equinusocio.vsc-material-theme \
         --install-extension equinusocio.vsc-material-theme-icons \
         --install-extension ms-python.python
-    CMD ["code-server", "--bind-addr=0.0.0.0:8888", "."]
+    COPY frontend/code/jupyter_server_config.py /etc/jupyter/jupyter_server_config.py
+    CMD ["jupyter", "server", "--ip=0.0.0.0", "--port=8888"]
diff --git a/frontend/code/jupyter_server_config.py b/frontend/code/jupyter_server_config.py
new file mode 100644
index 0000000..e8560a0
--- /dev/null
+++ b/frontend/code/jupyter_server_config.py
@@ -0,0 +1,7 @@
+c = get_config()
+
+c.ServerProxy.servers = {
+    "code": {
+        "command": ["code-server", "--bind-addr=0.0.0.0:{port}", "--auth=none", "."]
+    }
+}
diff --git a/language/python/Earthfile b/language/python/Earthfile
index 4d39a20..456fe35 100644
--- a/language/python/Earthfile
+++ b/language/python/Earthfile
@@ -2,11 +2,21 @@ VERSION 0.8
 
 SETUP:
     FUNCTION
-    RUN micromamba install -n base -c pytorch -c nvidia -c conda-forge -y \
-    python pytorch torchvision torchaudio pytorch-cuda=11.8 \
+    ARG COMPUTE_SPECIFIC_CHANNELS
+    ARG COMPUTE_SPECIFIC_PACKAGES
+    RUN micromamba install -n base -c pytorch -c conda-forge $COMPUTE_SPECIFIC_CHANNELS -y \
+    python pytorch torchvision torchaudio $COMPUTE_SPECIFIC_PACKAGES \
     lightning torchinfo tensorboard tensorboardx \
     transformers diffusers datasets accelerate evaluate optimum \
     numpy pillow \
     pandas polars duckdb python-duckdb \
     matplotlib seaborn plotly \
     gradio streamlit
+
+SETUP_CPU:
+    FUNCTION
+    DO +SETUP --COMPUTE_SPECIFIC_PACKAGES="cpuonly"
+
+SETUP_CUDA:
+    FUNCTION
+    DO +SETUP --COMPUTE_SPECIFIC_CHANNELS="-c nvidia" --COMPUTE_SPECIFIC_PACKAGES="pytorch-cuda=12.1"