diff --git a/ImageColorizerColabStable.ipynb b/ImageColorizerColabStable.ipynb
index 9457c1f6..4aef6b93 100644
--- a/ImageColorizerColabStable.ipynb
+++ b/ImageColorizerColabStable.ipynb
@@ -156,7 +156,7 @@
    "outputs": [],
    "source": [
     "!mkdir 'models'\n",
-    "!wget https://www.dropbox.com/s/usf7uifrctqw9rl/ColorizeStable_gen.pth?dl=0 -O ./models/ColorizeStable_gen.pth"
+    "!wget https://www.dropbox.com/s/axsd2g85uyixaho/ColorizeStable_gen.pth?dl=0 -O ./models/ColorizeStable_gen.pth"
    ]
   },
   {
diff --git a/README.md b/README.md
index 4810c399..511fc921 100644
--- a/README.md
+++ b/README.md
@@ -453,26 +453,26 @@ ImageColorizerStable.ipynb, and VideoColorizer.ipynb.
 ### Completed Generator Weights
 
 - [Artistic](https://data.deepai.org/deoldify/ColorizeArtistic_gen.pth)
-- [Stable](https://www.dropbox.com/s/usf7uifrctqw9rl/ColorizeStable_gen.pth?dl=0)
+- [Stable](https://www.dropbox.com/s/axsd2g85uyixaho/ColorizeStable_gen.pth?dl=0)
 - [Video](https://data.deepai.org/deoldify/ColorizeVideo_gen.pth)
 
 ### Completed Critic Weights
 
-- [Artistic](https://www.dropbox.com/s/1qd663zbk6ntzuy/ColorizeArtistic_crit.pth?dl=0)
-- [Stable](https://www.dropbox.com/s/wlqu6w88qwzcvfn/ColorizeStable_crit.pth?dl=0)
-- [Video](https://www.dropbox.com/s/oyl6qmwpdvpm95d/ColorizeVideo_crit.pth?dl=0)
+- [Artistic](https://www.dropbox.com/s/xpq2ip9occuzgen/ColorizeArtistic_crit.pth?dl=0)
+- [Stable](https://www.dropbox.com/s/s53699e9n84q6sp/ColorizeStable_crit.pth?dl=0)
+- [Video](https://www.dropbox.com/s/xnq1z1oppvgpgtn/ColorizeVideo_crit.pth?dl=0)
 
 ### Pretrain Only Generator Weights
 
-- [Artistic](https://www.dropbox.com/s/lbuv6911aivm9zi/ColorizeArtistic_PretrainOnly_gen.pth?dl=0)
-- [Stable](https://www.dropbox.com/s/6ita1pwyqjsmx4p/ColorizeStable_PretrainOnly_gen.pth?dl=0)
-- [Video](https://www.dropbox.com/s/tl4uzkwwapz68ca/ColorizeVideo_PretrainOnly_gen.pth?dl=0)
+- [Artistic](https://www.dropbox.com/s/h782d1zar3vdblw/ColorizeArtistic_PretrainOnly_gen.pth?dl=0)
+- [Stable](https://www.dropbox.com/s/mz5n9hiq6hmwjq7/ColorizeStable_PretrainOnly_gen.pth?dl=0)
+- [Video](https://www.dropbox.com/s/ix993ci6ve7crlk/ColorizeVideo_PretrainOnly_gen.pth?dl=0)
 
 ### Pretrain Only Critic Weights
 
-- [Artistic](https://www.dropbox.com/s/6td494kcjqfmh26/ColorizeArtistic_PretrainOnly_crit.pth?dl=0)
-- [Stable](https://www.dropbox.com/s/houkmrdivbia7z8/ColorizeStable_PretrainOnly_crit.pth?dl=0)
-- [Video](https://www.dropbox.com/s/80wpz16x7yudblh/ColorizeVideo_PretrainOnly_crit.pth?dl=0)
+- [Artistic](https://www.dropbox.com/s/gr81b3pkidwlrc7/ColorizeArtistic_PretrainOnly_crit.pth?dl=0)
+- [Stable](https://www.dropbox.com/s/007qj0kkkxt5gb4/ColorizeStable_PretrainOnly_crit.pth?dl=0)
+- [Video](https://www.dropbox.com/s/wafc1uogyjuy4zq/ColorizeVideo_PretrainOnly_crit.pth?dl=0)
 
 ## Want the Old DeOldify?
 
diff --git a/models/.gitkeep b/models/.gitkeep
new file mode 100644
index 00000000..8b137891
--- /dev/null
+++ b/models/.gitkeep
@@ -0,0 +1 @@
+
diff --git a/requirements.txt b/requirements.txt
index 77ff4723..e194991a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,7 +6,7 @@ ffmpeg-python
 yt-dlp
 jupyterlab
 opencv-python>=4.2.0.32
-Pillow==9.1.0
+Pillow==9.3.0
 --extra-index-url https://download.pytorch.org/whl/cu113
 torch==1.11.0
 torchvision==0.12.0