diff --git a/README.md b/README.md
index 2211a84..69e3735 100644
--- a/README.md
+++ b/README.md
@@ -29,13 +29,13 @@ from towhee.dc2 import pipe, ops, DataCollection
 img_pipe = (
     pipe.input('url')
     .map('url', 'img', ops.image_decode.cv2_rgb())
-    .map('img', 'vec', ops.image_text_embedding.blip(model_name='blip_itm_base', modality='image'))
+    .map('img', 'vec', ops.image_text_embedding.blip(model_name='blip_itm_base_coco', modality='image'))
     .output('img', 'vec')
 )
 
 text_pipe = (
     pipe.input('text')
-    .map('text', 'vec', ops.image_text_embedding.blip(model_name='blip_itm_base', modality='text'))
+    .map('text', 'vec', ops.image_text_embedding.blip(model_name='blip_itm_base_coco', modality='text'))
     .output('text', 'vec')
 )
 
@@ -62,7 +62,10 @@ Create the operator via the following factory method
 ​   ***model_name:*** *str*
 
 ​   The model name of BLIP. Supported model names: 
-- blip_itm_base     
+- blip_itm_base_coco
+- blip_itm_large_coco
+- blip_itm_base_flickr
+- blip_itm_large_flickr
 
 
 ​   ***modality:*** *str*
@@ -95,7 +98,7 @@ Save model to local with specified format.
 ```python
 from towhee import ops
 
-op = ops.image_text_embedding.blip(model_name='blip_itm_base', modality='image').get_op()
+op = ops.image_text_embedding.blip(model_name='blip_itm_base_coco', modality='image').get_op()
 op.save_model('onnx', 'test.onnx')
 ```
 <br />
diff --git a/__init__.py b/__init__.py
index 5b6b7ed..77179d4 100644
--- a/__init__.py
+++ b/__init__.py
@@ -15,5 +15,5 @@
 from .blip import Blip
 
 
-def blip(model_name: str, modality: str, device:str = None, checkpoint_path:str = None):
+def blip(model_name: str, modality: str, device:str = 'cpu', checkpoint_path:str = None):
     return Blip(model_name, modality, device, checkpoint_path)
diff --git a/blip.py b/blip.py
index 3b0ac85..cc88119 100644
--- a/blip.py
+++ b/blip.py
@@ -26,7 +26,7 @@ from transformers import logging as t_logging
 from towhee import register
 from towhee.operator.base import NNOperator, OperatorFlag
 from towhee.types.arg import arg, to_image_color
-from towhee.dc2 import accelerate
+#from towhee.dc2 import accelerate
 
 log = logging.getLogger('run_op')
 warnings.filterwarnings('ignore')
@@ -76,7 +76,7 @@ class BLIPModelText(nn.Module):
         return text_features    
 
 class Model:
-    def __init__(self, model_name, modality, device, checkpoint_path):
+    def __init__(self, model_name, modality, checkpoint_path, device):
         self.model = create_model(model_name, modality, checkpoint_path, device)
         self.device = device
 
@@ -143,9 +143,14 @@ class Blip(NNOperator):
 
     def _configs(self):
         config = {}
-        config['blip_itm_base'] = {} 
-        config['blip_itm_base']['name'] = 'Salesforce/blip-itm-base-coco'
-        config['blip_itm_base']['image_size'] = 224
+        config['blip_itm_base_coco'] = {} 
+        config['blip_itm_base_coco']['name'] = 'Salesforce/blip-itm-base-coco'
+        config['blip_itm_base_flickr'] = {} 
+        config['blip_itm_base_flickr']['name'] = 'Salesforce/blip-itm-base-flickr'
+        config['blip_itm_large_coco'] = {} 
+        config['blip_itm_large_coco']['name'] = 'Salesforce/blip-itm-large-coco'
+        config['blip_itm_large_flickr'] = {} 
+        config['blip_itm_large_flickr']['name'] = 'Salesforce/blip-itm-large-flickr'
         return config
         
     @property