update README

README.md

@@ -39,11 +39,17 @@ f1 = 92.56
 exact_match = 85.74
 ```
 
-### 多卡推理
+### 多卡**微调（Fine-tuning）**
 
 ```
 bash fine-tuning_SQuAD1.0.sh
 ```
 
-### result
-![image](https://developer.sourcefind.cn/codes/ecological-empowerment/bert-large_infer-pytorch/-/raw/master/result.png?inline=false)
+### 推理
+
+使用[evaluate-v1.1.py](https://github.com/allenai/bi-att-flow/blob/master/squad/evaluate-v1.1.py)对BERT-Large微调模型对SQuAD1.0 validation （[dev-v1.1.json](https://rajpurkar.github.io/SQuAD-explorer/dataset/dev-v1.1.json)）进行推理
+
+```
+bash infer.sh
+```
+