diff --git a/.github/workflows/publish-docker-latest.yml b/.github/workflows/publish-docker-latest.yml
index 967248a07..e88bed39d 100644
--- a/.github/workflows/publish-docker-latest.yml
+++ b/.github/workflows/publish-docker-latest.yml
@@ -6,17 +6,25 @@ on:
 name: Publish latest image to Docker Hub
 
 jobs:
-  build:
-    runs-on: ubuntu-18.04
+  docker-latest:
+    runs-on: self-hosted
     steps:
-      - uses: actions/checkout@v2
-      - name: Check if current release is latest
-        run: echo "##[set-output name=is_latest;]$(sh .github/is-latest-release.sh)"
-        id: release
-      - name: Publish to Registry
-        if: steps.release.outputs.is_latest == 'true'
-        uses: elgohr/Publish-Docker-Github-Action@master
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+
+      - name: Login to DockerHub
+        uses: docker/login-action@v1
         with:
-          name: getmeili/meilisearch
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Build and push
+        id: docker_build
+        uses: docker/build-push-action@v2
+        with:
+          push: true
+          platforms: linux/amd64,linux/arm64
+          tags: getmeili/meilisearch:latest
diff --git a/.github/workflows/publish-docker-tag.yml b/.github/workflows/publish-docker-tag.yml
index 559a84f31..05ecb5c58 100644
--- a/.github/workflows/publish-docker-tag.yml
+++ b/.github/workflows/publish-docker-tag.yml
@@ -7,16 +7,33 @@ on:
 name: Publish tagged image to Docker Hub
 
 jobs:
-  build:
-    runs-on: ubuntu-18.04
+  docker-tag:
+    runs-on: self-hosted
     steps:
-      - uses: actions/checkout@v2
-      - name: Publish to Registry
-        uses: elgohr/Publish-Docker-Github-Action@master
-        env:
-          COMMIT_SHA: ${{ github.sha }}
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+
+      - name: Login to DockerHub
+        uses: docker/login-action@v1
         with:
-          name: getmeili/meilisearch
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
-          tag_names: true
+
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v3
+        with:
+          images: getmeili/meilisearch
+          flavor: latest=false
+          tags: type=ref,event=tag
+
+      - name: Build and push
+        id: docker_build
+        uses: docker/build-push-action@v2
+        with:
+          push: true
+          platforms: linux/amd64,linux/arm64
+          tags: ${{ steps.meta.outputs.tags }}