Update README.md

README.md

@@ -10,7 +10,7 @@ tags:
 
 lyraBELLE is currently the **fastest BELLE model** available. To the best of our knowledge, it is the **first accelerated version of BELLE**.
 
-The inference speed of lyraBELLE has achieved **3x+** acceleration upon the original version.
+The inference speed of lyraBELLE has achieved **3.3x+** acceleration upon the original version.
 
 Among its main features are:
 
@@ -20,7 +20,7 @@ Among its main features are:
 Note that:
 **Some interface/code were set for future uses(see demo below).**
 
-- **int8 mode**: not supported yet, please always set it to 0 
+- **int8 mode**: not supported yet, please always set it at 0 
 - **data type**: only `fp16` available.
 
 
@@ -34,7 +34,7 @@ Note that:
 - percision：fp16
 - batch size：64
 - language： chinese, keep same in a batch.
-- do_sample: True, model generate slightly different answser to same question.
+- do_sample: True, model generate slightly different answser to the same question.
 
 
 |version|speed|