Update README.md

README.md

@@ -4,13 +4,16 @@ license: apache-2.0
 
 The results:
 
-Vocab size | Greedy search(dev & test) | Modified beam search(dev & test) | Fast beam search (dev & test)  | Fast beam search LG (dev & test) | comments
--- | -- | -- | -- | -- | --
-500 | 4.31 & 4.59 | 4.25 & 4.54 | 4.27 & 4.55 |  4.07 & 4.38 | --epoch 48 --avg 29
+|Vocab size | Greedy search(dev & test) | Modified beam search(dev & test) | Fast beam search (dev & test)  | Fast beam search LG (dev & test) | comments|
+|-- | -- | -- | -- | -- | --|
+|500 | 4.31 & 4.59 | 4.25 & 4.54 | 4.27 & 4.55 |  4.07 & 4.38 | --epoch 48 --avg 29|
+
+
 
 The training command:
 
-```
+
+```bash
 export CUDA_VISIBLE_DEVICES="4,5,6,7"
 
 ./pruned_transducer_stateless7_bbpe/train.py \
@@ -25,9 +28,11 @@ export CUDA_VISIBLE_DEVICES="4,5,6,7"
   --master-port 12535
 ```
 
+
 The decoding command:
 
-```
+
+```bash
 for m in greedy_search modified_beam_search fast_beam_search fast_beam_search_LG; do 
     ./pruned_transducer_stateless7_bbpe/decode.py \                                                                                                                                                                                              
       --epoch 48 \