diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 479c1e90..9ef75813 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.10", "3.11", "3.12"]
+        python-version: ["3.10", "3.11"]
 
     steps:
       - name: Clone repo
@@ -27,9 +27,7 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install pytest
-          pip install -r requirements.txt
-          pip install -e .
+          pip install -r requirements/required.txt -r requirements/test.txt
       - name: List pip dependencies
         run: pip list
       - name: Test with pytest
diff --git a/requirements/dev.txt b/requirements/dev.txt
new file mode 100644
index 00000000..95fc76b8
--- /dev/null
+++ b/requirements/dev.txt
@@ -0,0 +1,4 @@
+mkdocs-material==9.4.14
+mkdocstrings[python]
+h5py==3.10.0
+geobench==1.0.0
\ No newline at end of file
diff --git a/requirements/required.txt b/requirements/required.txt
new file mode 100644
index 00000000..80114f18
--- /dev/null
+++ b/requirements/required.txt
@@ -0,0 +1,12 @@
+torchgeo==0.5.1
+rioxarray==0.15.0
+albumentations==1.3.1
+rasterio==1.3.9
+torch==2.1.0
+torchvision==0.16.0
+torchmetrics==1.3.1
+geopandas==0.14.2
+lightly==1.4.25
+h5py==3.10.0
+geobench==1.0.0
+mlflow==2.12.1
diff --git a/requirements/test.txt b/requirements/test.txt
new file mode 100644
index 00000000..51d98159
--- /dev/null
+++ b/requirements/test.txt
@@ -0,0 +1,3 @@
+coverage[toml]>=6.5
+pytest-cov==4.1.0
+pytest==7.4.3
\ No newline at end of file