Update README.md

README.md

@@ -14,10 +14,6 @@ You can download trained model:
 - [tensorflow](https://drive.google.com/file/d/1X-sRDYf7moS_h61J3L79NkMVGHP-P-k5/view?usp=sharing).
 - [pytorch](https://drive.google.com/file/d/11aFSTpYIurn-oI2XpAmcCTccB_AonMOu/view?usp=sharing).
 
-***************New Mar 11 , 2020 ***************
-
-**[BERT](https://github.com/google-research/bert)** (from Google Research and the Toyota Technological Institute at Chicago) released with the paper [BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805).
-
 Use with huggingface/transformers
 ``` bash
 import torch
@@ -100,11 +96,11 @@ Run training with base config
 
 ``` bash
 
-python train_pytorch.py \\
-  --model_path=bert4news.pytorch \\
-  --max_len=200 \\
-  --batch_size=16 \\
-  --epochs=6 \\
+python train_pytorch.py \\\\
+  --model_path=bert4news.pytorch \\\\
+  --max_len=200 \\\\
+  --batch_size=16 \\\\
+  --epochs=6 \\\\
   --lr=2e-5
 
 ```