diff --git a/src-python/model.py b/src-python/model.py
index 494c72fb..3d5537a8 100644
--- a/src-python/model.py
+++ b/src-python/model.py
@@ -222,8 +222,12 @@ class Model:
         transcription_langs = list(transcription_lang.keys())
         translation_langs = []
         for tl_key in translation_lang.keys():
-            for lang in translation_lang[tl_key]["source"]:
-                translation_langs.append(lang)
+            if tl_key == "CTranslate2":
+                for lang in translation_lang[tl_key][config.CTRANSLATE2_WEIGHT_TYPE]["source"]:
+                    translation_langs.append(lang)
+            else:
+                for lang in translation_lang[tl_key]["source"]:
+                    translation_langs.append(lang)
         translation_langs = list(set(translation_langs))
         supported_langs = list(filter(lambda x: x in transcription_langs, translation_langs))
 
@@ -243,7 +247,10 @@ class Model:
         selectable_engines = [key for key, value in engines_status.items() if value is True]
         compatible_engines = []
         for engine in list(translation_lang.keys()):
-            languages = translation_lang.get(engine, {}).get("source", {})
+            if engine == "CTranslate2":
+                languages = translation_lang.get(engine, {}).get(config.CTRANSLATE2_WEIGHT_TYPE, {}).get("source", {})
+            else:
+                languages = translation_lang.get(engine, {}).get("source", {})
             source_langs = [e["language"] for e in list(source_lang.values()) if e["enable"] is True]
             target_langs = [e["language"] for e in list(target_lang.values()) if e["enable"] is True]
             language_list = list(languages.keys())
diff --git a/src-python/models/translation/translation_languages.py b/src-python/models/translation/translation_languages.py
index 9a54430a..b08292aa 100644
--- a/src-python/models/translation/translation_languages.py
+++ b/src-python/models/translation/translation_languages.py
@@ -372,8 +372,9 @@ dict_m2m100_languages = {
     "Sundanese": "su"
 }
 
-translation_lang["m2m100_418M-ct2-int8"] = {"source":dict_m2m100_languages, "target":dict_m2m100_languages}
-translation_lang["m2m100_1.2B-ct2-int8"] = {"source":dict_m2m100_languages, "target":dict_m2m100_languages}
+translation_lang["CTranslate2"] = {}
+translation_lang["CTranslate2"]["m2m100_418M-ct2-int8"] = {"source":dict_m2m100_languages, "target":dict_m2m100_languages}
+translation_lang["CTranslate2"]["m2m100_1.2B-ct2-int8"] = {"source":dict_m2m100_languages, "target":dict_m2m100_languages}
 
 dict_nllb_languages = {
     "Acehnese (Arabic script)": "ace_Arab",
@@ -582,8 +583,8 @@ dict_nllb_languages = {
     "Zulu": "zul_Latn"
 }
 
-translation_lang["nllb-200-distilled-1.3B-ct2-int8"] = {"source":dict_nllb_languages, "target":dict_nllb_languages}
-translation_lang["nllb-200-3.3B-ct2-int8"] = {"source":dict_nllb_languages, "target":dict_nllb_languages}
+translation_lang["CTranslate2"]["nllb-200-distilled-1.3B-ct2-int8"] = {"source":dict_nllb_languages, "target":dict_nllb_languages}
+translation_lang["CTranslate2"]["nllb-200-3.3B-ct2-int8"] = {"source":dict_nllb_languages, "target":dict_nllb_languages}
 
 dict_plamo_languages = {
     "English": "English",
diff --git a/src-python/models/translation/translation_translator.py b/src-python/models/translation/translation_translator.py
index 8b240ffd..bc4d26f1 100644
--- a/src-python/models/translation/translation_translator.py
+++ b/src-python/models/translation/translation_translator.py
@@ -177,12 +177,14 @@ class Translator:
                         target_language = "Portuguese European"
                     else:
                         target_language = "Portuguese Brazilian"
+                source_language = translation_lang[translator_name]["source"][source_language]
+                target_language = translation_lang[translator_name]["target"][target_language]
             case "CTranslate2":
-                translator_name = weight_type
+                source_language = translation_lang[translator_name][weight_type]["source"][source_language]
+                target_language = translation_lang[translator_name][weight_type]["target"][target_language]
             case _:
-                pass
-        source_language = translation_lang[translator_name]["source"][source_language]
-        target_language = translation_lang[translator_name]["target"][target_language]
+                source_language = translation_lang[translator_name]["source"][source_language]
+                target_language = translation_lang[translator_name]["target"][target_language]
         return source_language, target_language
 
     def translate(self, translator_name: str, weight_type: str, source_language: str, target_language: str, target_country: str, message: str) -> Any:
diff --git a/src-python/models/translation/translation_utils.py b/src-python/models/translation/translation_utils.py
index 688f131f..895a9680 100644
--- a/src-python/models/translation/translation_utils.py
+++ b/src-python/models/translation/translation_utils.py
@@ -95,8 +95,8 @@ def downloadCTranslate2Tokenizer(path: str, weight_type: str = "m2m100_418M-ct2-
     tokenizer = ctranslate2_weights[weight_type]["tokenizer"]
     tokenizer_path = os_path.join(path, "weights", "ctranslate2", directory_name, "tokenizer")
     try:
-        os_makedirs(tokenizer_cache, exist_ok=True)
-        transformers.AutoTokenizer.from_pretrained(tokenizer_name, cache_dir=tokenizer_cache)
+        os_makedirs(tokenizer_path, exist_ok=True)
+        transformers.AutoTokenizer.from_pretrained(tokenizer, cache_dir=tokenizer_path)
     except Exception:
         errorLogging()
         tokenizer_path = os_path.join("./weights", "ctranslate2", directory_name, "tokenizer")