Update README.md

README.md

@@ -36,13 +36,13 @@ This model is fine-tuned on a coin dataset using **contrastive learning** techni
 
 
 
-## Documents
+## Documents / 文档
 
 - Base Model: [openai/clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32)
 
   
 
-## Model Use
+## Model Use / 模型使用
 
 ```python3
 from PIL import Image
@@ -63,7 +63,7 @@ img_features = F.normalize(img_features, dim=1)
 
 
 
-## Training Data
+## Training Data / 训练数据
 
 The model was trained on a specialized coin image dataset. This dataset includes images of various currencies' coins.
 
@@ -71,7 +71,7 @@ The model was trained on a specialized coin image dataset. This dataset includes
 
 本模型使用的是专门的硬币图像数据集进行训练。这个数据集包含了多种货币的硬币图片。
 
-## Training Process
+## Training Process / 训练过程
 
 The model was fine-tuned on the OpenAI CLIP (ViT-B/32) pretrained model using a coin image dataset. The training process involved Contrastive Learning fine-tuning techniques and parameter settings.
 
@@ -79,7 +79,7 @@ The model was fine-tuned on the OpenAI CLIP (ViT-B/32) pretrained model using a
 
 模型是在 OpenAI 的 CLIP (ViT-B/32) 预训练模型的基础上，使用硬币图像数据集进行微调。训练过程采用了对比学习的微调技巧和参数设置。
 
-## Performance
+## Performance / 性能
 
 This model demonstrates excellent performance in coin image retrieval tasks. 
 
@@ -89,12 +89,10 @@ This model demonstrates excellent performance in coin image retrieval tasks.
 
 
 
-## Feedback
+## Feedback / 反馈
 
-### Where to send questions or comments about the model
+> Where to send questions or comments about the model.
 
 Welcome to contact the author [Breezedeus](https://www.breezedeus.com/join-group).
 
-
-
 欢迎联系作者  [Breezedeus](https://www.breezedeus.com/join-group) 。