nit: typo

Author: shreshthtuli

14-bonus-diffusion-llms.ipynb

@@ -65,10 +65,10 @@
     "Sampling is done by *optimizing the input* using gradient descent:\n",
     "\n",
     "$$\n",
-    "x \\leftarrow x - \\eta \\nabla_x E_\\theta(x),\n",
+    "x \\leftarrow x + \\eta \\nabla_x E_\\theta(x),\n",
     "$$\n",
     "\n",
-    "which pulls samples toward regions of low energy.\n",
+    "which pulls samples toward regions of high energy.\n",
     "\n",
     "EBMs are popular because:\n",
     "\n",