Update README.md

README.md

@@ -6,18 +6,18 @@ language:
 - en
 license: cc-by-sa-4.0
 ---
-* 2024.6.4 Update:
-1. Add a slim version. The sample number is reduced from about 20k to 10k.
+## 🔥 Updates
+**\[2024.6.4\]** Add a slim version. The sample number is reduced from about 20k to 10k.
 
-* 2024.5.28 Update:
-1. The data format is converted from "chatml" to "messages", which is more convenient to use ```tokenizer.apply_chat_template```.
-2. And the version without "Original text paraphrasing" is added.
-3. The old version has been moved to "legacy" branch.
+**\[2024.5.28\]** 
+1. The data format is converted from "chatml" to "messages", which is more convenient to use ```tokenizer.apply_chat_template```.  The old version has been moved to "legacy" branch.
+2. The version without "Original text paraphrasing" is added.
 
+
+
+# 📊 Long Context Instruction-tuning dataset with "Original text paraphrasing"
 * [Paper](https://arxiv.org/abs/2312.11193)
 * [Github](https://github.com/yuyijiong/train_with_paraphrasing)
-
-# Long Context Instruction-tuning dataset with "Original text paraphrasing"
 * consist of multiple tasks
 * Chinese and English
 * sample length ranging from 4k to 32k