diff --git a/src/chronos/chronos.py b/src/chronos/chronos.py
index 175b5dbb..cc1d3fb6 100644
--- a/src/chronos/chronos.py
+++ b/src/chronos/chronos.py
@@ -5,6 +5,7 @@
 from dataclasses import dataclass
 from typing import Any, Dict, List, Literal, Optional, Tuple, Union
 
+import chronos
 import torch
 import torch.nn as nn
 from transformers import (
@@ -45,9 +46,8 @@ def __post_init__(self):
         ), f"Special token id's must be smaller than {self.n_special_tokens=}"
 
     def create_tokenizer(self) -> "ChronosTokenizer":
-        if self.tokenizer_class == "MeanScaleUniformBins":
-            return MeanScaleUniformBins(**self.tokenizer_kwargs, config=self)
-        raise ValueError
+        class_ = getattr(chronos, self.tokenizer_class)
+        return class_(**self.tokenizer_kwargs, config=self)
 
 
 class ChronosTokenizer: