diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 18035d8..cdac7e1 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -3,16 +3,30 @@ image: docker:dind
 services:
   - docker:dind
 
+stages:
+  - build_amd64
+  - build_arm64
+
 before_script:
   - docker -v
 
-build image:
+build_amd64:
   stage: build
   before_script:
-    - git submodule sync --recursive
     - git submodule update --init --recursive
   script:
     - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
     - docker compose build libretranslate
     - docker tag libretranslate $CI_REGISTRY/manalejandro/libretranslate-api/libretranslate-api:latest
     - docker push $CI_REGISTRY/manalejandro/libretranslate-api/libretranslate-api:latest
+
+build_arm64:
+  stage: build
+  before_script:
+    - git submodule update --init --recursive
+    - docker run --rm --privileged multiarch/qemu-user-static --reset -p yes
+  script:
+    - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
+    - docker buildx build --platform arm64 --build-arg "with_models=true" -t libretranslate-arm64 ./LibreTranslate
+    - docker tag libretranslate-arm64 $CI_REGISTRY/manalejandro/libretranslate-api/libretranslate-api-arm64:latest
+    - docker push $CI_REGISTRY/manalejandro/libretranslate-api/libretranslate-api-arm64:latest