diff --git a/.github/workflows/native_s3_huggingface.yml b/.github/workflows/native_s3_huggingface.yml
index b65c2f53436..38e9af212f3 100644
--- a/.github/workflows/native_s3_huggingface.yml
+++ b/.github/workflows/native_s3_huggingface.yml
@@ -9,6 +9,41 @@ on:
       - extensions/tokenizers/rust/**
 
 jobs:
+  build-tokenizers-jni-osx:
+    runs-on: macos-13
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up JDK 17
+        uses: actions/setup-java@v4
+        with:
+          distribution: 'corretto'
+          java-version: 17
+      - uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+      - uses: actions/cache@v4
+        with:
+          path: ~/.gradle/caches
+          key: ${{ runner.os }}-gradle-${{ hashFiles('*/build.gradle.kts', 'engines/**/build.gradle.kts', 'extensions/**/build.gradle.kts') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+      - name: Release JNI prep
+        run: |
+          ./gradlew :extensions:tokenizers:compileJNI
+          PYTORCH_VERSION=2.2.2 ./gradlew -Pjni :extensions:tokenizers:test
+      - name: Configure AWS Credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          aws-region: us-east-2
+      - name: Copy files to S3 with the AWS CLI
+        run: |
+          DJL_VERSION=$(awk -F '=' '/djl / {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)
+          TOKENIZERS_VERSION="$(awk -F '=' '/tokenizers/ {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)"
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/osx-x86_64 s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/$DJL_VERSION/osx-x86_64/
+          aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
+
   build-tokenizers-jni-linux:
     runs-on: ubuntu-latest
     container:
@@ -38,9 +73,8 @@ jobs:
       - name: Copy files to S3 with the AWS CLI
         run: |
           DJL_VERSION=$(awk -F '=' '/djl / {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)
-          rm -f extensions/tokenizers/jnilib/$DJL_VERSION/win-x86_64/*.dll
           TOKENIZERS_VERSION="$(awk -F '=' '/tokenizers/ {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)"
-          aws s3 sync extensions/tokenizers/jnilib s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/linux-x86_64/cpu s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/$DJL_VERSION/linux-x86_64/cpu/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
           aws s3 cp extensions/tokenizers/src/main/python/dist/djl_converter-*.whl s3://djl-ai/publish/djl_converter/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/djl_converter/*"
@@ -83,7 +117,7 @@ jobs:
           DJL_VERSION=$(awk -F '=' '/djl / {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)
           rm -f extensions/tokenizers/jnilib/$DJL_VERSION/win-x86_64/*.dll
           TOKENIZERS_VERSION="$(awk -F '=' '/tokenizers/ {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)"
-          aws s3 sync extensions/tokenizers/jnilib s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/win-x86_64 s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/$DJL_VERSION/win-x86_64/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
 
   build-tokenizers-jni-arm64-osx:
@@ -120,9 +154,8 @@ jobs:
         shell: bash
         run: |
           DJL_VERSION=$(awk -F '=' '/djl / {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)
-          rm -f extensions/tokenizers/jnilib/$DJL_VERSION/win-x86_64/*.dll
           TOKENIZERS_VERSION="$(awk -F '=' '/tokenizers/ {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)"
-          aws s3 sync extensions/tokenizers/jnilib s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/osx-aarch64 s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/$DJL_VERSION/osx-aarch64/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
 
   create-runners:
@@ -180,9 +213,8 @@ jobs:
       - name: Copy files to S3 with the AWS CLI
         run: |
           DJL_VERSION=$(awk -F '=' '/djl / {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)
-          rm -f extensions/tokenizers/jnilib/$DJL_VERSION/win-x86_64/*.dll
           TOKENIZERS_VERSION="$(awk -F '=' '/tokenizers/ {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)"
-          aws s3 sync extensions/tokenizers/jnilib s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/linux-aarch64 s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/$DJL_VERSION/linux-aarch64/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
 
   build-tokenizers-jni-cu124:
@@ -236,9 +268,8 @@ jobs:
       - name: Copy files to S3 with the AWS CLI
         run: |
           DJL_VERSION=$(awk -F '=' '/djl / {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)
-          rm -f extensions/tokenizers/jnilib/$DJL_VERSION/win-x86_64/*.dll
           TOKENIZERS_VERSION="$(awk -F '=' '/tokenizers/ {gsub(/ ?"/, "", $2); print $2}' gradle/libs.versions.toml)"
-          aws s3 sync extensions/tokenizers/jnilib s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/linux-x86_64/cu124 s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/$DJL_VERSION/linux-x86_64/cu124/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
 
   stop-runners:
diff --git a/extensions/tokenizers/build.gradle.kts b/extensions/tokenizers/build.gradle.kts
index 97910c6377f..4d7fe848d63 100644
--- a/extensions/tokenizers/build.gradle.kts
+++ b/extensions/tokenizers/build.gradle.kts
@@ -41,6 +41,7 @@ tasks {
                 "win-x86_64/cpu/tokenizers.dll" to "$tokenizers/jnilib/$djl",
                 "linux-x86_64/cpu/libtokenizers.so" to "$tokenizers/jnilib/$djl",
                 "linux-aarch64/cpu/libtokenizers.so" to "$tokenizers/jnilib/$djl",
+                "osx-x86_64/cpu/libtokenizers.dylib" to "$tokenizers/jnilib/$djl",
                 "osx-aarch64/cpu/libtokenizers.dylib" to "$tokenizers/jnilib/$djl"
             )
             val jnilibDir = project.projectDir / "jnilib/$djl"