diff --git a/unit-circle-benchmark/.devcontainer/devcontainer.json b/unit-circle-benchmark/.devcontainer/devcontainer.json
new file mode 100644
index 0000000..3ac9675
--- /dev/null
+++ b/unit-circle-benchmark/.devcontainer/devcontainer.json
@@ -0,0 +1,22 @@
+{
+  "name": "Unit Circle Benchmark",
+  "image": "mcr.microsoft.com/devcontainers/python:3.11",
+  "workspaceFolder": "/workspaces/${localWorkspaceFolderBasename}/unit-circle-benchmark",
+  "postCreateCommand": "pip install --upgrade pip && pip install -r requirements.txt",
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "ms-toolsai.jupyter"
+      ],
+      "settings": {
+        "python.defaultInterpreterPath": "/usr/local/bin/python",
+        "jupyter.notebookFileRoot": "${workspaceFolder}"
+      }
+    }
+  },
+  "remoteEnv": {
+    "MODEL_PRESET": "nomic"
+  }
+}
diff --git a/unit-circle-benchmark/requirements.txt b/unit-circle-benchmark/requirements.txt
index adc87e6..9ab223b 100644
--- a/unit-circle-benchmark/requirements.txt
+++ b/unit-circle-benchmark/requirements.txt
@@ -1,3 +1,4 @@
+--extra-index-url https://download.pytorch.org/whl/cpu
 numpy
 pandas
 scikit-learn