diff --git a/kerasDeloyment.yaml b/kerasDeloyment.yaml
index 8cfd8f855b4ab329681ed3a9b591d855940eb146..c452f36ad28e66c08b3880700f4cd0c70f7dc116 100644
--- a/kerasDeloyment.yaml
+++ b/kerasDeloyment.yaml
@@ -44,12 +44,12 @@ spec:
           persistentVolumeClaim:
             claimName: modeltraining
             
-      affinity:
-        nodeAffinity:
-          requiredDuringSchedulingIgnoredDuringExecution:
-            nodeSelectorTerms:
-            - matchExpressions:
-              - key: gpu-type
-                operator: In # Use NotIn for other types
-                values:
-                - M40
+    #   affinity:
+    #     nodeAffinity:
+    #       requiredDuringSchedulingIgnoredDuringExecution:
+    #         nodeSelectorTerms:
+    #         - matchExpressions:
+    #           - key: gpu-type
+    #             operator: In # Use NotIn for other types
+    #             values:
+    #             - M40
diff --git a/wildfireDemo/README.md b/wildfireDemo/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..2a1f586adf9d4130e7a0572f505cf5697dbb3980
--- /dev/null
+++ b/wildfireDemo/README.md
@@ -0,0 +1 @@
+to use this demo, go to the notebook provided and enter the correct pathway to the model (h5 file) and the image directory. Everything else should be provided.
\ No newline at end of file
diff --git a/wildfireDemo/utilitization.ipynb b/wildfireDemo/model_apply.ipynb
similarity index 98%
rename from wildfireDemo/utilitization.ipynb
rename to wildfireDemo/model_apply.ipynb
index b88c75d86af7bade1b5ff8d8b19aaaa0e942fb36..c93913bd4118a37be647b69bb154c4a095685202 100644
--- a/wildfireDemo/utilitization.ipynb
+++ b/wildfireDemo/model_apply.ipynb
@@ -62,8 +62,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "pathToModel = \"/userdata/kerasData/firstSplitmodel.h5\"\n",
-    "pathToImageDir = \"/userdata/kerasData/images/setForLk\""
+    "pathToModel = \"/firstSplitmodel.h5\"\n",
+    "pathToImageDir = \"/images/setForLk\""
    ]
   },
   {