diff --git a/notebooks/NetHackTutorial.ipynb b/notebooks/NetHackTutorial.ipynb
index 7168686d714ddc2ea630ebe8f24214c8736e1816..d5b5f4108b758cf1780a1bf8546c5fc7c804e162 100644
--- a/notebooks/NetHackTutorial.ipynb
+++ b/notebooks/NetHackTutorial.ipynb
@@ -230,6 +230,8 @@
     "env = gym.make(\"NetHackChallenge-v0\", savedir=None)  # (Don't save a recording of the episode)\n",
     "env.reset()  # each reset generates a new dungeon\n",
     "env.step(1)  # move agent '@' north\n",
+    "\n",
+    "## WARNING: WILL NOT RENDER ON GITLAB (run locally)\n",
     "env.render()\n"
    ]
   },
@@ -527,7 +529,7 @@
     "\n",
     "In the original NLE paper, the agent architecture was as follows:\n",
     "\n",
-    "![Model](/notebook_figs/model.png)\n",
+    "![Model](./model.png)\n",
     "\n",
     "\n",
     "As can be seen, the model utilized both an agent centric view and a global view, which are both processed with convolutional neural network (CNN) layers. In addition, the blstats are processed with an MLP. Finally, the embeddings are passed into an LSTM to deal with partial observability. \n",