diff --git a/server/clip_server/model/mclip_model.py b/server/clip_server/model/mclip_model.py
index c5b9058d5..149de0482 100644
--- a/server/clip_server/model/mclip_model.py
+++ b/server/clip_server/model/mclip_model.py
@@ -6,9 +6,9 @@
 
 from clip_server.model.clip_model import CLIPModel
 
-corresponding_clip_models = {
+_CLIP_MODEL_MAPS = {
     'M-CLIP/XLM-Roberta-Large-Vit-B-32': ('ViT-B-32', 'openai'),
-    'M-CLIP/XLM-Roberta-Large-Vi-L-14': ('ViT-L-14', 'openai'),
+    'M-CLIP/XLM-Roberta-Large-Vit-L-14': ('ViT-L-14', 'openai'),
     'M-CLIP/XLM-Roberta-Large-Vit-B-16Plus': ('ViT-B-16-plus-240', 'laion400m_e31'),
     'M-CLIP/LABSE-Vit-L-14': ('ViT-L-14', 'openai'),
 }
@@ -54,11 +54,15 @@ class MultilingualCLIPModel(CLIPModel):
     def __init__(self, name: str, device: str = 'cpu', jit: bool = False, **kwargs):
         super().__init__(name, **kwargs)
         self._mclip_model = MultilingualCLIP.from_pretrained(name)
+        self._mclip_model.to(device=device)
+        self._mclip_model.eval()
 
-        clip_name, clip_pretrained = corresponding_clip_models[name]
+        clip_name, clip_pretrained = _CLIP_MODEL_MAPS[name]
         self._model = open_clip.create_model(
             clip_name, pretrained=clip_pretrained, device=device, jit=jit
         )
+        self._model.eval()
+
         self._clip_name = clip_name
 
     @property