diff --git a/StableDiffusionUI_Voldemort_paperspace.ipynb b/StableDiffusionUI_Voldemort_paperspace.ipynb
index f83d8c3..f93df5b 100644
--- a/StableDiffusionUI_Voldemort_paperspace.ipynb
+++ b/StableDiffusionUI_Voldemort_paperspace.ipynb
@@ -164,7 +164,11 @@
     "If you don't want to have to redownload the models every time you restart your machine you have three options:\n",
     "1. Add a payment method to your account. Storage overages are billed at \\$0.29/GB and billing occurs monthly and runs at midnight on the first of each month. With a payment method on file, Paperspace will let you use more storage and if you time it right you shouldn't actually be charged for it.\n",
     "2. Upgrade to a Pro account. They'll give you 15GB and you'll get longer runtimes and more powerful free GPUs.\n",
-    "3. Create an account using my referral code `KQLRH37` or [signup link](https://console.paperspace.com/signup?R=KQLRH37). You'll get \\$10 credit that you should be able to put towards the storage overage charges. If you've already created your account you can still redeem the code at the bottom of the Billing page."
+    "3. Use my referral code `KQLRH37` You'll get \\$10 credit that you should be able to put towards the storage overage charges. Redeem the code at the bottom of the Billing page.\n",
+    "\n",
+    "**Torrent Instructions**\n",
+    "\n",
+    "Aria2 may show some errors/warnings while downloading. Those are fine, when it eventually says \"Download Complete\" that means everything worked as it should."
    ]
   },
   {
@@ -296,7 +300,7 @@
     "!apt update\n",
     "!apt install -y aria2\n",
     "%cd $model_storage_dir\n",
-    "!aria2c --seed-time=0 --max-overall-upload-limit=1K \"magnet:?xt=urn:btih:153590FD7E93EE11D8DB951451056C362E3A9150&dn=wd-v1-2-full-ema-pruned.ckpt&tr=udp://glotorrents.pw:6969/announce&tr=udp://tracker.opentrackr.org:1337/announce&tr=udp://torrent.gresille.org:80/announce&tr=udp://tracker.openbittorrent.com:80&tr=udp://tracker.coppersurfer.tk:6969&tr=udp://tracker.leechers-paradise.org:6969&tr=udp://p4p.arenabg.ch:1337&tr=udp://tracker.internetwarriors.net:1337&tr=wss://tracker.openwebtorrent.com\""
+    "!aria2c --seed-time=0 --max-overall-upload-limit=1K \"magnet:?xt=urn:btih:153590FD7E93EE11D8DB951451056C362E3A9150&dn=wd-v1-2-full-ema-pruned.ckpt&tr=udp://tracker.opentrackr.org:1337/announce\""
    ]
   },
   {
@@ -435,6 +439,7 @@
    "metadata": {},
    "source": [
     "**Choose your Model**\n",
+    "\n",
     "|Name||\n",
     "|-|-|\n",
     "|`sd-v1-4.ckpt`|Standard diffusion v1.4|\n",