diff --git a/android/settings.gradle b/android/settings.gradle
index 5433200811f..eedc203ab08 100644
--- a/android/settings.gradle
+++ b/android/settings.gradle
@@ -1,3 +1,4 @@
 rootProject.name='android'
 include ':core'
 include ':pytorch-native'
+include ':tokenizer-native'
diff --git a/android/tokenizer-native/README.md b/android/tokenizer-native/README.md
new file mode 100644
index 00000000000..affbed2e14e
--- /dev/null
+++ b/android/tokenizer-native/README.md
@@ -0,0 +1,3 @@
+# Tokenizer 
+
+This folder contains build of tokenizer-native library for Android.
diff --git a/android/tokenizer-native/build.gradle b/android/tokenizer-native/build.gradle
new file mode 100644
index 00000000000..691381f2d0b
--- /dev/null
+++ b/android/tokenizer-native/build.gradle
@@ -0,0 +1,125 @@
+apply plugin: 'com.android.library'
+apply plugin: 'maven-publish'
+apply plugin: 'signing'
+
+android {
+    compileSdkVersion 34
+    namespace "ai.djl.android.tokenizer_native"
+
+    defaultConfig {
+        minSdkVersion 21
+        targetSdkVersion 34
+        versionCode 1
+        versionName "1.0"
+
+        consumerProguardFiles 'consumer-rules.pro'
+    }
+
+    buildTypes {
+        release {
+            minifyEnabled false
+            proguardFiles getDefaultProguardFile("proguard-android-optimize.txt"), "proguard-rules.pro"
+        }
+    }
+
+    sourceSets {
+        main {
+            jniLibs.srcDirs = ["jnilib/"]
+        }
+    }
+    publishing {
+        singleVariant("release") {
+            withSourcesJar()
+        }
+    }
+}
+
+// TODO: Making publish as an individual gradle file
+signing {
+    required(project.hasProperty("staging") || project.hasProperty("snapshot"))
+    def signingKey = findProperty("signingKey")
+    def signingPassword = findProperty("signingPassword")
+    useInMemoryPgpKeys(signingKey, signingPassword)
+    sign publishing.publications
+}
+
+afterEvaluate {
+    publishing {
+        publications {
+            release(MavenPublication) {
+                from components.release
+                pom {
+                    name = "Tokenizer Android native library"
+                    description = "Tokenizer Android native library binary distribution"
+                    url = "http://www.djl.ai/android"
+                    packaging = "aar"
+
+                    licenses {
+                        license {
+                            name = "The Apache License, Version 2.0"
+                            url = "https://www.apache.org/licenses/LICENSE-2.0"
+                        }
+                    }
+
+                    scm {
+                        connection = "scm:git:git@github.com:deepjavalibrary/djl.git"
+                        developerConnection = "scm:git:git@github.com:deepjavalibrary/djl.git"
+                        url = "/~https://github.com/deepjavalibrary/djl"
+                        tag = "HEAD"
+                    }
+
+                    developers {
+                        developer {
+                            name = "DJL.AI Team"
+                            email = "djl-dev@amazon.com"
+                            organization = "Amazon AI"
+                            organizationUrl = "https://amazon.com"
+                        }
+                    }
+                }
+            }
+        }
+
+        repositories {
+            maven {
+                if (project.hasProperty("snapshot")) {
+                    name = "snapshot"
+                    url = "https://oss.sonatype.org/content/repositories/snapshots/"
+                    credentials {
+                        username = findProperty("ossrhUsername")
+                        password = findProperty("ossrhPassword")
+                    }
+                } else if (project.hasProperty("staging")) {
+                    name = "staging"
+                    url = "https://oss.sonatype.org/service/local/staging/deploy/maven2/"
+                    credentials {
+                        username = findProperty("ossrhUsername")
+                        password = findProperty("ossrhPassword")
+                    }
+                } else {
+                    name = "local"
+                    url = "build/repo"
+                }
+            }
+        }
+    }
+}
+
+
+tasks.register('processResources') {
+    doLast {
+        def url = "https://publish.djl.ai/tokenizer/jnilib/android"
+        def abis = ["armeabi-v7a", "arm64-v8a", "x86", "x86_64"]
+        abis.each { abi ->
+            def downloadPath = new URL("${url}/${abi}/libdjl_tokenizer.so")
+            def file = file("${project.projectDir}/jnilib/${abi}/libdjl_tokenizer.so")
+            if (!file.exists()) {
+                project.logger.lifecycle("${url}/${abi}/libdjl_tokenizer.so")
+                file.getParentFile().mkdirs()
+                downloadPath.withInputStream { i -> file.withOutputStream { it << i } }
+            }
+        }
+    }
+}
+
+assemble.dependsOn processResources
diff --git a/android/tokenizer-native/consumer-rules.pro b/android/tokenizer-native/consumer-rules.pro
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/android/tokenizer-native/gradlew b/android/tokenizer-native/gradlew
new file mode 120000
index 00000000000..502f5a2d3ec
--- /dev/null
+++ b/android/tokenizer-native/gradlew
@@ -0,0 +1 @@
+../gradlew
\ No newline at end of file
diff --git a/android/tokenizer-native/proguard-rules.pro b/android/tokenizer-native/proguard-rules.pro
new file mode 100644
index 00000000000..f1b424510da
--- /dev/null
+++ b/android/tokenizer-native/proguard-rules.pro
@@ -0,0 +1,21 @@
+# Add project specific ProGuard rules here.
+# You can control the set of applied configuration files using the
+# proguardFiles setting in build.gradle.
+#
+# For more details, see
+#   http://developer.android.com/guide/developing/tools/proguard.html
+
+# If your project uses WebView with JS, uncomment the following
+# and specify the fully qualified class name to the JavaScript interface
+# class:
+#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
+#   public *;
+#}
+
+# Uncomment this to preserve the line number information for
+# debugging stack traces.
+#-keepattributes SourceFile,LineNumberTable
+
+# If you keep the line number information, uncomment this to
+# hide the original source file name.
+#-renamesourcefileattribute SourceFile
diff --git a/android/tokenizer-native/src/main/AndroidManifest.xml b/android/tokenizer-native/src/main/AndroidManifest.xml
new file mode 100644
index 00000000000..c4e6c98d775
--- /dev/null
+++ b/android/tokenizer-native/src/main/AndroidManifest.xml
@@ -0,0 +1 @@
+<manifest xmlns:android="http://schemas.android.com/apk/res/android"/>
diff --git a/extensions/tokenizers/build.cmd b/extensions/tokenizers/build.cmd
index b7fd68b9baa..49efdfe88a4 100644
--- a/extensions/tokenizers/build.cmd
+++ b/extensions/tokenizers/build.cmd
@@ -11,4 +11,4 @@ cargo build --manifest-path %RUST_MANIFEST% --release
 
 @rem for nightly ci
 md build\jnilib\win-x86_64\cpu
-copy rust\target\release\djl.dll build\jnilib\win-x86_64\cpu\tokenizers.dll
+copy rust\target\release\djl_tokenizer.dll build\jnilib\win-x86_64\cpu\tokenizers.dll
diff --git a/extensions/tokenizers/build.gradle.kts b/extensions/tokenizers/build.gradle.kts
index 55ae6c9d818..dbf32273e71 100644
--- a/extensions/tokenizers/build.gradle.kts
+++ b/extensions/tokenizers/build.gradle.kts
@@ -131,6 +131,22 @@ tasks {
         }
     }
 
+    register("compileAndroidJNI"){
+        doFirst {
+            for (abi in listOf("armeabi-v7a", "arm64-v8a", "x86", "x86_64")) {
+                exec {
+                    commandLine("bash", "build_android.sh", abi)
+                }
+                val ciDir = project.projectDir / "jnilib/${libs.versions.djl.get()}/android/$abi"
+                copy {
+                    from(buildDirectory / "jnilib" / "$abi")
+                    into(ciDir)
+                }
+                delete("$buildDirectory/jnilib")
+            }
+        }
+    }
+
     register("formatPython") {
         doFirst {
             exec {
diff --git a/extensions/tokenizers/build.sh b/extensions/tokenizers/build.sh
index 6478708a5ab..332de2bb5ff 100755
--- a/extensions/tokenizers/build.sh
+++ b/extensions/tokenizers/build.sh
@@ -21,10 +21,10 @@ function copy_files() {
   flavor="$2"
   if [[ $PLATFORM == 'darwin' ]]; then
     mkdir -p "build/jnilib/osx-$arch/$flavor"
-    cp -f rust/target/release/libdjl.dylib "build/jnilib/osx-$arch/$flavor/libtokenizers.dylib"
+    cp -f rust/target/release/libdjl_tokenizer.dylib "build/jnilib/osx-$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/$flavor/libtokenizers.so"
+    cp -f rust/target/release/libdjl_tokenizer.so "build/jnilib/linux-$arch/$flavor/libtokenizers.so"
   fi
 }
 
diff --git a/extensions/tokenizers/build_android.sh b/extensions/tokenizers/build_android.sh
new file mode 100644
index 00000000000..05034469ded
--- /dev/null
+++ b/extensions/tokenizers/build_android.sh
@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+
+set -ex
+
+WORK_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+export WORK_DIR
+
+FLAVOR=$1
+
+if [ ! -d "build" ]; then
+  mkdir build
+fi
+
+pushd .
+
+if [ ! -d "build" ]; then
+  mkdir build
+fi
+
+rm -rf build/classes
+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
+
+cd rust/
+cargo ndk -t $FLAVOR -o $WORK_DIR/build/jnilib --platform=21 build --release
+cd ..
+popd
diff --git a/extensions/tokenizers/rust/Cargo.toml b/extensions/tokenizers/rust/Cargo.toml
index 93394982d82..ebfa6a93ff7 100644
--- a/extensions/tokenizers/rust/Cargo.toml
+++ b/extensions/tokenizers/rust/Cargo.toml
@@ -1,5 +1,5 @@
 [package]
-name = "djl"
+name = "djl_tokenizer"
 version = "0.1.0"
 authors = ["Frank Liu <frankfliu2000@gmail.com>"]
 edition = "2021"
@@ -13,7 +13,7 @@ candle-flash-attn = { version = "*", optional = true }
 candle-cublaslt = { git = "/~https://github.com/huggingface/candle-cublaslt", rev = "cf789b7dd6d4abb19b03b9556442f94f0588b4a0", optional = true }
 candle-layer-norm = { git = "/~https://github.com/xyang16/candle-layer-norm", rev = "e574de6a7f88bafbede8edf9ee43170c6a8ce51a", optional = true }
 candle-rotary = { git = "/~https://github.com/huggingface/candle-rotary", rev = "0a718a0856569a92f3112e64f10d07e4447822e8", optional = true }
-tokenizers = { version = "0.20.3", features = ["http"] }
+tokenizers = { version = "0.20.3" }
 half = "2.4.0"
 tracing = "0.1.40"
 safetensors = "0.4.3"
@@ -33,6 +33,9 @@ openssl-src = { git = "/~https://github.com/alexcrichton/openssl-src-rs", rev = "c
 [target.'cfg(target_os = "linux")'.dependencies]
 openssl = { version = "0.10", features = ["vendored"] }
 
+[target.'cfg(not(target_os = "android"))'.dependencies]
+tokenizers = { version = "0.20.0", features = ["http"] }
+
 [lib]
 crate-type = ["cdylib"]
 
diff --git a/extensions/tokenizers/rust/src/build.rs b/extensions/tokenizers/rust/src/build.rs
new file mode 100644
index 00000000000..c3da5df22a4
--- /dev/null
+++ b/extensions/tokenizers/rust/src/build.rs
@@ -0,0 +1,26 @@
+// see /~https://github.com/bbqsrc/cargo-ndk?tab=readme-ov-file#usage
+
+use std::{env, path::{Path, PathBuf}};
+
+fn main() {
+    if env::var("CARGO_CFG_TARGET_OS").unwrap() == "android" {
+        android();
+    }
+}
+
+fn android() {
+    println!("cargo:rustc-link-lib=c++_shared");
+
+    if let Ok(output_path) = env::var("CARGO_NDK_OUTPUT_PATH") {
+        let sysroot_libs_path =
+            PathBuf::from(env::var_os("CARGO_NDK_SYSROOT_LIBS_PATH").unwrap());
+        let lib_path = sysroot_libs_path.join("libc++_shared.so");
+        std::fs::copy(
+            lib_path,
+            Path::new(&output_path)
+                .join(&env::var("CARGO_NDK_ANDROID_TARGET").unwrap())
+                .join("libc++_shared.so"),
+        )
+        .unwrap();
+    }
+}
\ No newline at end of file
diff --git a/extensions/tokenizers/rust/src/lib.rs b/extensions/tokenizers/rust/src/lib.rs
index 59bc0a4f2f4..3d4cd1264ad 100644
--- a/extensions/tokenizers/rust/src/lib.rs
+++ b/extensions/tokenizers/rust/src/lib.rs
@@ -40,8 +40,12 @@ use tk::tokenizer::{EncodeInput, Encoding};
 use tk::utils::padding::{PaddingParams, PaddingStrategy};
 use tk::utils::truncation::{TruncationParams, TruncationStrategy};
 use tk::Tokenizer;
-use tk::{FromPretrainedParameters, Offsets};
+use tk::Offsets;
 
+#[cfg(not(target_os = "android"))]
+use tk::FromPretrainedParameters;
+
+#[cfg(not(target_os = "android"))]
 #[no_mangle]
 pub extern "system" fn Java_ai_djl_huggingface_tokenizers_jni_TokenizersLibrary_createTokenizer<
     'local,
@@ -72,6 +76,20 @@ pub extern "system" fn Java_ai_djl_huggingface_tokenizers_jni_TokenizersLibrary_
     }
 }
 
+#[cfg(target_os = "android")]
+#[no_mangle]
+pub extern "system" fn Java_ai_djl_huggingface_tokenizers_jni_TokenizersLibrary_createTokenizer<
+    'local,
+>(
+    mut env: JNIEnv<'local>,
+    _: JObject,
+    _: JString,
+    _: JString,
+) -> jlong {
+    env.throw("Not supported on Android").unwrap();
+    0
+}
+
 #[no_mangle]
 pub extern "system" fn Java_ai_djl_huggingface_tokenizers_jni_TokenizersLibrary_createTokenizerFromString<
     'local,
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 5e779af9a9b..d8f981a8915 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
@@ -66,6 +66,11 @@ public static void checkStatus() {
     }
 
     private static void loadLibrary() {
+        if ("http://www.android.com/".equals(System.getProperty("java.vendor.url"))) {
+            System.loadLibrary("djl_tokenizer"); // NOPMD
+            return;
+        }
+
         String[] libs;
         if (System.getProperty("os.name").startsWith("Windows")) {
             libs =