diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000..2307c94
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,77 @@
+environment:
+  global:
+    PYTHON: "C:\\Python36-x64"
+  matrix:
+    - ARCH: "OpenCLSSE"
+    - ARCH: "CUDA9.2SSE"
+    - ARCH: "CUDA10.1SSE"
+    - ARCH: "CUDA10.1AVX"
+
+
+version: '{branch}-{build}'
+
+#os: Visual Studio 2015
+
+## build cache to preserve files/folders between builds
+#cache:
+#  - packages -> **\packages.config  # preserve "packages" directory in the root of build folder but will reset it if packages.config is modified
+#  - projectA\libs
+#  - node_modules                    # local npm modules
+#  - '%LocalAppData%\NuGet\Cache'    # NuGet < v3
+#  - '%LocalAppData%\NuGet\v3-cache' # NuGet v3
+
+install:
+  - cmd: SET PATH=%PYTHON%;%PYTHON%\Scripts;%PATH%"
+  - cmd: For /f "tokens=2-4 delims=/ " %%a in ('date /t') do (set mydate=%%c-%%a-%%b)
+  - cmd: set ARCHIVE_NAME=DeepFaceLab-%ARCH%-%mydate%-BUILD-%APPVEYOR_BUILD_NUMBER%
+  - cmd: echo %ARCHIVE_NAME%
+  - ps: python --version
+  - ps: python -m pip install --upgrade pip
+  - ps: python -m pip install -r appveyor/requirements.txt
+  - cmd: cd ..
+  - cmd: python deepfacelab\appveyor\gdrive.py %ARCH% > Output
+  - cmd: set /p URL=<Output
+  - ps: wget "$env:URL" -OutFile prebuilt.zip
+  - cmd: 7z x prebuilt.zip -y > nul
+  - cmd: dir
+  - cmd: dir .\deepfacelab
+  - cmd: dir .\DeepFaceLab%ARCH%\_internal\DeepFaceLab
+  - cmd: rmdir /q/ s .\DeepFaceLab%ARCH%\_internal\DeepFaceLab
+  - cmd: xcopy .\deepfacelab .\DeepFaceLab%ARCH%\_internal\DeepFaceLab\ /Y /O /X /E /H /K
+  - cmd: dir .\DeepFaceLab%ARCH%\_internal
+  - cmd: dir .\DeepFaceLab%ARCH%\_internal\DeepFaceLab
+  - cmd: 7z a .\deepfacelab\%ARCHIVE_NAME%.7z -tzip -mx=1 -r DeepFaceLab%ARCH%\
+  - cmd: dir
+
+build: false
+
+#test_script:
+#  # Put your test command here.
+#  - test
+
+#after_test:
+#  after test
+
+artifacts:
+  - path: .\%ARCHIVE_NAME%.7z
+
+#on_success:
+#  You can use this step to upload your artifacts to a public website.
+#  See Appveyor's documentation for more details. Or you can simply
+#  access your wheels from the Appveyor "artifacts" tab for your build.
+
+#---------------------------------#
+#     deployment configuration    #
+#---------------------------------#
+
+# providers: Local, FTP, WebDeploy, AzureCS, AzureBlob, S3, NuGet, Environment
+# provider names are case-sensitive!
+#deploy:
+#  # Deploy to GitHub Releases
+#  - provider: GitHub
+#    artifact: /.*\.nupkg/           # upload all NuGet packages to release assets
+#    draft: false
+#    prerelease: false
+#    on:
+#      branch: master                # release from master branch only
+#      APPVEYOR_REPO_TAG: true       # deploy on tag push only
diff --git a/appveyor/gdrive.py b/appveyor/gdrive.py
new file mode 100644
index 0000000..af49ee7
--- /dev/null
+++ b/appveyor/gdrive.py
@@ -0,0 +1,59 @@
+#!/usr/bin/env python
+import sys
+from operator import itemgetter
+import requests
+import re
+import datetime
+import os
+
+FOLDER_ID = os.environ['FOLDER_ID']
+API_KEY = os.environ['API_KEY']
+
+p = re.compile(r'DeepFaceLab([\w.]+)_build_(\d\d)_(\d\d)_(\d\d\d\d)\.exe')
+
+
+def get_folder_url(folder_id):
+    return "https://www.googleapis.com/drive/v3/files?q='" + folder_id + "'+in+parents&key=" + API_KEY
+
+
+def get_builds():
+    url = get_folder_url(FOLDER_ID)
+    r = requests.get(url)
+    files = r.json()['files']
+    builds = []
+    for file in files:
+        if file['mimeType'] == 'application/x-msdownload':
+            filename = file['name']
+            m = p.match(filename)
+            if m:
+                file['arch'], month, day, year = m.groups()
+                file['date'] = datetime.date(int(year), int(month), int(day))
+                builds.append(file)
+            else:
+                # print('Not parsed: ', filename)
+                pass
+    return builds
+
+
+def get_latest_build(arch):
+    builds = get_builds()
+    arch_builds = [build for build in builds if build['arch'] == arch]
+    arch_builds.sort(key=itemgetter('date'))
+    return arch_builds[-1]
+
+
+def get_download_url(file_id):
+    return "https://www.googleapis.com/drive/v3/files/" + file_id + "?alt=media&key=" + API_KEY
+
+
+def main():
+    arch = sys.argv[1]
+    # print(arch)
+    latest_build = get_latest_build(arch)
+    # print(latest_build)
+    download_url = get_download_url(latest_build['id'])
+    print(download_url)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/appveyor/requirements.txt b/appveyor/requirements.txt
new file mode 100644
index 0000000..f229360
--- /dev/null
+++ b/appveyor/requirements.txt
@@ -0,0 +1 @@
+requests