Update README.md

README.md

@@ -123,18 +123,7 @@ Hugging Face模型下载地址：
     cd ptuning
     bash evaluate_ft.sh
 ```
-
-## LoRA 微调训练
-### 单机多卡训练
-```
-    cd ptuning
-    bash lora_train.sh
-```
-### LoRA推理
-```
-    python infer_lora.py
-```
-## Results
+### Results
 - 训练Loss
 <div align="center">
 <img src="./ptuning/media/6B_ds_ft_bs32_accum1_4cards_zero3_5e-5.jpg" width="400" height="300">
@@ -157,6 +146,19 @@ Hugging Face模型下载地址：
 | Training Loss | 3.00 | 3.57 | 3.32 | -->
 
 
+## LoRA 微调训练
+### 单机多卡训练
+```
+    cd ptuning
+    bash lora_train.sh
+```
+### LoRA推理
+```
+    python infer_lora.py
+```
+
+
+
 ## 推理
 运行如下命令：