diff --git a/.gitignore b/.gitignore
index 40fba4c..24b5204 100644
--- a/.gitignore
+++ b/.gitignore
@@ -99,6 +99,7 @@ ENV/
 [Ll]ib64
 [Ll]ocal
 [Ss]cripts
+!scripts\download_model.bat
 pyvenv.cfg
 .venv
 pip-selfcheck.json
diff --git a/scripts/download_model.bat b/scripts/download_model.bat
new file mode 100644
index 0000000..67101d4
--- /dev/null
+++ b/scripts/download_model.bat
@@ -0,0 +1,23 @@
+@echo off
+mkdir checkpoints
+cd checkpoints
+
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('https://storage.googleapis.com/self-distilled-stylegan/lions_512_pytorch.pkl', 'lions_512_pytorch.pkl')"
+ren lions_512_pytorch.pkl stylegan2_lions_512_pytorch.pkl
+
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('https://storage.googleapis.com/self-distilled-stylegan/dogs_1024_pytorch.pkl', 'dogs_1024_pytorch.pkl')"
+ren dogs_1024_pytorch.pkl stylegan2_dogs_1024_pytorch.pkl
+
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('https://storage.googleapis.com/self-distilled-stylegan/horses_256_pytorch.pkl', 'horses_256_pytorch.pkl')"
+ren horses_256_pytorch.pkl stylegan2_horses_256_pytorch.pkl
+
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('https://storage.googleapis.com/self-distilled-stylegan/elephants_512_pytorch.pkl', 'elephants_512_pytorch.pkl')"
+ren elephants_512_pytorch.pkl stylegan2_elephants_512_pytorch.pkl
+
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('https://api.ngc.nvidia.com/v2/models/nvidia/research/stylegan2/versions/1/files/stylegan2-ffhq-512x512.pkl', 'stylegan2-ffhq-512x512.pkl')"
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('https://api.ngc.nvidia.com/v2/models/nvidia/research/stylegan2/versions/1/files/stylegan2-afhqcat-512x512.pkl', 'stylegan2-afhqcat-512x512.pkl')"
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('http://d36zk2xti64re0.cloudfront.net/stylegan2/networks/stylegan2-car-config-f.pkl', 'stylegan2-car-config-f.pkl')"
+powershell -Command "(New-Object System.Net.WebClient).DownloadFile('http://d36zk2xti64re0.cloudfront.net/stylegan2/networks/stylegan2-cat-config-f.pkl', 'stylegan2-cat-config-f.pkl')"
+
+echo "Done"
+pause