diff --git a/CMakeLists.txt b/CMakeLists.txt
index fa6395f..baf6679 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -2,6 +2,23 @@ cmake_minimum_required(VERSION 3.10)
 
 project(MetalTranslate)
 
+include(ExternalProject)
+
+set(EXTERNAL_INSTALL_LOCATION ${CMAKE_BINARY_DIR}/external)
+
+ExternalProject_Add(CTranslate2
+    GIT_REPOSITORY https://github.com/OpenNMT/CTranslate2
+    CMAKE_ARGS -DCMAKE_INSTALL_PREFIX=${EXTERNAL_INSTALL_LOCATION} -DWITH_MKL=OFF -DWITH_DNNL=ON
+)
+
+ExternalProject_Add(Tokenizer
+    GIT_REPOSITORY https://github.com/OpenNMT/Tokenizer
+    CMAKE_ARGS -DCMAKE_INSTALL_PREFIX=${EXTERNAL_INSTALL_LOCATION}
+)
+
+include_directories(${EXTERNAL_INSTALL_LOCATION}/include)
+link_directories(${EXTERNAL_INSTALL_LOCATION}/lib)
+
 add_executable(metaltranslate src/main.cpp)
 
 set(TARGET_H
@@ -10,8 +27,11 @@ set(TARGET_H
 
 target_sources(metaltranslate PRIVATE src/MetalTranslate.cpp)
 
-add_subdirectory(third_party/CTranslate2/)
+#add_subdirectory(third_party/CTranslate2/)
 target_link_libraries(metaltranslate ctranslate2)
 
-add_subdirectory(third_party/Tokenizer/)
+##add_subdirectory(third_party/Tokenizer/)
 target_link_libraries(metaltranslate OpenNMTTokenizer)
+
+#target_link_libraries(metaltranslate cpu_features)
+
diff --git a/src/MetalTranslate.cpp b/src/MetalTranslate.cpp
index d039778..962ba60 100644
--- a/src/MetalTranslate.cpp
+++ b/src/MetalTranslate.cpp
@@ -1,52 +1,53 @@
 #include "MetalTranslate.h"
 
-#include <ctranslate2/translator_pool.h>
+#include <ctranslate2/translator.h>
 #include <iostream>
 #include <onmt/Tokenizer.h>
 
 namespace MetalTranslate {
 
-MetalTranslate::MetalTranslate(MetalTranslateConfig config) {
-  this->_config = config;
-}
+    MetalTranslate::MetalTranslate(MetalTranslateConfig config) {
+        this->_config = config;
+    }
 
-std::string MetalTranslate::Translate(std::string source,
-                                      std::string source_code,
-                                      std::string target_code) {
+    std::string MetalTranslate::Translate(std::string source,
+        std::string source_code,
+        std::string target_code) {
 
-  // Tokenizer
-  onmt::Tokenizer tokenizer(this->_config.ModelPath + "sentencepiece.model");
-  std::vector<std::string> tokens;
-  tokenizer.tokenize(source, tokens);
+        // Tokenizer
+        onmt::Tokenizer tokenizer(this->_config.ModelPath + "sentencepiece.model");
+        std::vector<std::string> tokens;
+        tokenizer.tokenize(source, tokens);
 
-  std::string source_prefix = "__" + source_code + "__";
-  tokens.insert(tokens.begin(), source_prefix);
+        std::string source_prefix = "__" + source_code + "__";
+        tokens.insert(tokens.begin(), source_prefix);
 
-  // CTranslate2
-  const size_t num_translators = 1;
-  const size_t num_threads_per_translator = 0; // Unused with DNNL
-  ctranslate2::TranslatorPool translator(
-      num_translators, num_threads_per_translator,
-      this->_config.ModelPath + "model", ctranslate2::Device::CPU);
+        // CTranslate2
+        const size_t num_translators = 1;
+        const size_t num_threads_per_translator = 0; // Unused with DNNL
 
-  const std::vector<std::vector<std::string>> batch = {tokens};
-  const std::vector<std::vector<std::string>> target_prefix = {
-      {"__" + target_code + "__"}};
-  const int max_batch_size = 2024;
+        const std::vector<std::vector<std::string>> batch = { {"▁H", "ello", "▁world", "!"} };
 
-  const std::vector<ctranslate2::TranslationResult> results =
-      translator.translate_batch(batch, target_prefix);
+        ctranslate2::Translator translator(this->_config.ModelPath, ctranslate2::Device::CPU);
+        //const std::vector<ctranslate2::TranslationResult> results = translator.translate_batch(batch);
 
-  const std::vector<std::string> translatedTokens = results[0].output();
+        const std::vector<std::vector<std::string>> target_prefix = {
+            {"__" + target_code + "__"} };
+        const int max_batch_size = 2024;
 
-  std::string result = tokenizer.detokenize(translatedTokens);
+        const std::vector<ctranslate2::TranslationResult> results =
+            translator.translate_batch(batch, target_prefix);
 
-  // Remove target prefix
-  // __es__ Traducción de texto con MetalTranslate
-  // -> Traducción de texto con MetalTranslate
-  result = result.substr(7);
+        const std::vector<std::string> translatedTokens = results[0].output();
 
-  return result;
-}
+        std::string result = tokenizer.detokenize(translatedTokens);
 
-} // namespace MetalTranslate
+        // Remove target prefix
+        // __es__ Traducción de texto con MetalTranslate
+        // -> Traducción de texto con MetalTranslate
+        result = result.substr(7);
+
+        return result;
+    }
+
+} // namespace MetalTranslate
\ No newline at end of file
diff --git a/src/MetalTranslateConfig.h b/src/MetalTranslateConfig.h
index 26ba793..1f8cd87 100644
--- a/src/MetalTranslateConfig.h
+++ b/src/MetalTranslateConfig.h
@@ -3,6 +3,6 @@
 namespace MetalTranslate {
 class MetalTranslateConfig {
 public:
-  std::string ModelPath = "models/translate-fairseq_m2m_100_418M/";
+  std::string ModelPath = "models/nllb-200-distilled-600M-int8/";
 };
 } // namespace MetalTranslate
diff --git a/third_party/CTranslate2 b/third_party/CTranslate2
deleted file mode 160000
index 4908b9d..0000000
--- a/third_party/CTranslate2
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 4908b9d39ab135ec51f0209ef1ed74b267428c32
diff --git a/third_party/README.md b/third_party/README.md
deleted file mode 100644
index 36702b7..0000000
--- a/third_party/README.md
+++ /dev/null
@@ -1,4 +0,0 @@
-# Third party dependencies
-- [CTranslate2](https://github.com/OpenNMT/CTranslate2)
-- [OpenNMT Tokenizer](https://github.com/OpenNMT/Tokenizer)
-- [SentencePiece](https://github.com/google/sentencepiece)
diff --git a/third_party/Tokenizer b/third_party/Tokenizer
deleted file mode 160000
index 559b8e7..0000000
--- a/third_party/Tokenizer
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 559b8e716091be26084eea01f0404ecaa2939f80