diff --git a/.github/workflows/native_s3_huggingface.yml b/.github/workflows/native_s3_huggingface.yml
index 626ae620755..819407c5b91 100644
--- a/.github/workflows/native_s3_huggingface.yml
+++ b/.github/workflows/native_s3_huggingface.yml
@@ -184,10 +184,10 @@ jobs:
   build-tokenizers-jni-cu122:
     if: github.repository == 'deepjavalibrary/djl'
     runs-on: [ self-hosted, g5 ]
-    timeout-minutes: 30
+    timeout-minutes: 60
     needs: create-runners
     container:
-      image: nvidia/cuda:12.2.2-cudnn8-devel-ubuntu20.04
+      image: nvidia/cuda:12.2.2-devel-ubuntu20.04
       options: --gpus all --runtime=nvidia
     env:
       CUDA_VERSION: cu122
@@ -195,14 +195,7 @@ jobs:
       - name: Install Environment
         run: |
           apt-get -y update
-          apt-get -y install curl git
-      - name: Set up Python3
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.10'
-      - name: Install Python Dependencies
-        run: |
-          python -m pip install --upgrade pip
+          apt-get -y install curl git python3-pip
           pip install awscli wheel setuptools --upgrade
       - uses: actions-rs/toolchain@v1
         with:
@@ -223,7 +216,6 @@ jobs:
         run: |
           . "$HOME/.cargo/env"
           ./gradlew :extensions:tokenizers:compileJNI -Pcuda=${{ env.CUDA_VERSION }}
-          ./gradlew -Pjni :extensions:tokenizers:test
       - name: Configure AWS Credentials
         uses: aws-actions/configure-aws-credentials@v2
         with:
@@ -234,7 +226,7 @@ jobs:
         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/linux-x86_64/${{ env.CUDA_VERSION }} s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/${DJL_VERSION}/linux-x86_64/${{ env.CUDA_VERSION }}/
+          aws s3 sync extensions/tokenizers/jnilib/$DJL_VERSION/linux-x86_64/ s3://djl-ai/publish/tokenizers/${TOKENIZERS_VERSION}/jnilib/${DJL_VERSION}/linux-x86_64/
           aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/tokenizers/${TOKENIZERS_VERSION}/jnilib/*"
 
   stop-runners:
diff --git a/extensions/tokenizers/build.sh b/extensions/tokenizers/build.sh
index f04f22aed39..ca7f3957c0b 100755
--- a/extensions/tokenizers/build.sh
+++ b/extensions/tokenizers/build.sh
@@ -2,21 +2,15 @@
 
 set -e
 WORK_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-NUM_PROC=1
-if [[ -n $(command -v nproc) ]]; then
-  NUM_PROC=$(nproc)
-elif [[ -n $(command -v sysctl) ]]; then
-  NUM_PROC=$(sysctl -n hw.ncpu)
-fi
 PLATFORM=$(uname | tr '[:upper:]' '[:lower:]')
 
 VERSION=v$1
 ARCH=$2
 FLAVOR=$3
 
-pushd $WORK_DIR
+pushd "$WORK_DIR"
 if [ ! -d "tokenizers" ]; then
-  git clone https://github.com/huggingface/tokenizers -b $VERSION
+  git clone https://github.com/huggingface/tokenizers -b "$VERSION"
 fi
 
 if [ ! -d "build" ]; then
@@ -28,20 +22,39 @@ mkdir build/classes
 javac -sourcepath src/main/java/ src/main/java/ai/djl/huggingface/tokenizers/jni/TokenizersLibrary.java -h build/include -d build/classes
 javac -sourcepath src/main/java/ src/main/java/ai/djl/engine/rust/RustLibrary.java -h build/include -d build/classes
 
+function copy_files() {
+  # for nightly ci
+  arch="$1"
+  flavor="$2"
+  if [[ $PLATFORM == 'darwin' ]]; then
+    mkdir -p "build/jnilib/osx-$arch/$flavor"
+    cp -f rust/target/release/libdjl.dylib "build/jnilib/osx-$arch/$flavor/libtokenizers.dylib"
+  elif [[ $PLATFORM == 'linux' ]]; then
+    mkdir -p "build/jnilib/linux-$arch/$flavor"
+    cp -f rust/target/release/libdjl.so "build/jnilib/linux-$arch/$flavor/libtokenizers.so"
+  fi
+}
+
 RUST_MANIFEST=rust/Cargo.toml
 if [[ "$FLAVOR" = "cpu"* ]]; then
   cargo build --manifest-path $RUST_MANIFEST --release
+  copy_files "$ARCH" "$FLAVOR"
 elif [[ "$FLAVOR" = "cu"* && "$FLAVOR" > "cu121" ]]; then
-  cargo build --manifest-path $RUST_MANIFEST --release --features cuda,flash-attn
+  CUDA_COMPUTE_CAP=80 cargo build --manifest-path $RUST_MANIFEST --release --features cuda,flash-attn
+  copy_files "$ARCH" "${FLAVOR}-80"
+
+  cargo clean --manifest-path $RUST_MANIFEST
+  CUDA_COMPUTE_CAP=86 cargo build --manifest-path $RUST_MANIFEST --release --features cuda,flash-attn
+  copy_files "$ARCH" "${FLAVOR}-86"
+
+  cargo clean --manifest-path $RUST_MANIFEST
+  CUDA_COMPUTE_CAP=89 cargo build --manifest-path $RUST_MANIFEST --release --features cuda,flash-attn
+  copy_files "$ARCH" "${FLAVOR}-89"
+
+  cargo clean --manifest-path $RUST_MANIFEST
+  CUDA_COMPUTE_CAP=90 cargo build --manifest-path $RUST_MANIFEST --release --features cuda,flash-attn
+  copy_files "$ARCH" "${FLAVOR}-90"
 else
   cargo build --manifest-path $RUST_MANIFEST --release
-fi
-
-# for nightly ci
-if [[ $PLATFORM == 'darwin' ]]; then
-  mkdir -p build/jnilib/osx-$ARCH/$FLAVOR
-  cp -f rust/target/release/libdjl.dylib build/jnilib/osx-$ARCH/$FLAVOR/libtokenizers.dylib
-elif [[ $PLATFORM == 'linux' ]]; then
-  mkdir -p build/jnilib/linux-$ARCH/$FLAVOR
-  cp -f rust/target/release/libdjl.so build/jnilib/linux-$ARCH/$FLAVOR/libtokenizers.so
+  copy_files "$ARCH" "$FLAVOR"
 fi
diff --git a/extensions/tokenizers/src/main/java/ai/djl/huggingface/tokenizers/jni/LibUtils.java b/extensions/tokenizers/src/main/java/ai/djl/huggingface/tokenizers/jni/LibUtils.java
index 0fbd8065b9e..343d3e951a7 100644
--- a/extensions/tokenizers/src/main/java/ai/djl/huggingface/tokenizers/jni/LibUtils.java
+++ b/extensions/tokenizers/src/main/java/ai/djl/huggingface/tokenizers/jni/LibUtils.java
@@ -25,6 +25,9 @@
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.StandardCopyOption;
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.Set;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
@@ -39,6 +42,8 @@ public final class LibUtils {
             Pattern.compile(
                     "(\\d+\\.\\d+\\.\\d+(-[a-z]+)?)-(\\d+\\.\\d+\\.\\d+)(-SNAPSHOT)?(-\\d+)?");
     private static final int[] SUPPORTED_CUDA_VERSIONS = {122};
+    private static final Set<String> SUPPORTED_CUDA_ARCH =
+            new HashSet<>(Arrays.asList("80", "86", "89", "90"));
 
     private static EngineException exception;
 
@@ -90,6 +95,10 @@ private static Path copyJniLibrary(String[] libs) {
         String os = platform.getOsPrefix();
         String classifier = platform.getClassifier();
         String version = platform.getVersion();
+        String cudaArch = platform.getCudaArch();
+        if (cudaArch == null) {
+            cudaArch = "";
+        }
         String flavor = Utils.getEnvOrSystemProperty("TOKENIZERS_FLAVOR");
         boolean override = flavor != null && !flavor.isEmpty();
         if (override) {
@@ -104,20 +113,26 @@ private static Path copyJniLibrary(String[] libs) {
 
         // Find the highest matching CUDA version
         if (flavor.startsWith("cu")) {
-            int cudaVersion = Integer.parseInt(flavor.substring(2, 5));
             boolean match = false;
-            for (int v : SUPPORTED_CUDA_VERSIONS) {
-                if (override && cudaVersion == v) {
-                    match = true;
-                    break;
-                } else if (cudaVersion >= v) {
-                    flavor = "cu" + v;
-                    match = true;
-                    break;
+            if (SUPPORTED_CUDA_ARCH.contains(cudaArch)) {
+                int cudaVersion = Integer.parseInt(flavor.substring(2, 5));
+                for (int v : SUPPORTED_CUDA_VERSIONS) {
+                    if (override && cudaVersion == v) {
+                        match = true;
+                        break;
+                    } else if (cudaVersion >= v) {
+                        flavor = "cu" + v + "-" + cudaArch;
+                        match = true;
+                        break;
+                    }
                 }
             }
             if (!match) {
-                logger.warn("No matching cuda flavor for {} found: {}.", classifier, flavor);
+                logger.warn(
+                        "No matching cuda flavor for {} found: {}/sm_{}.",
+                        classifier,
+                        flavor,
+                        cudaArch);
                 flavor = "cpu"; // Fallback to CPU
             }
         }