diff --git a/docs/learning_hub.md b/docs/learning_hub.md
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--- a/docs/learning_hub.md
+++ b/docs/learning_hub.md
@@ -12,10 +12,12 @@ With all these resources at your fingertips, you're ready to start your exciting
 
 ## Tutorials
 
-| Type        | Deliverable                                            | Author                  |
-|-------------|--------------------------------------------------------|-------------------------|
-| Blog        | [Running Yi-34B-Chat locally using LlamaEdge](https://www.secondstate.io/articles/yi-34b/) | Second State|  
-| Blog        | [零一万物模型折腾笔记：官方 Yi-34B 模型基础使用](https://zhuanlan.zhihu.com/p/671387298)         | 苏洋                    |
-| Video       | [只需 24G 显存，用 vllm 跑起来 Yi-34B 中英双语大模型](https://www.bilibili.com/video/BV17t4y1f7Ee/?spm_id_from=333.337.search-card.all.click&vd_source=64a95c92c8c52a184ab3abdf6e8f589a)    | 漆妮妮                  |
-| Video       | [Install Yi 34B Locally - Chinese English Bilingual LLM](https://www.youtube.com/watch?v=CVQvj4Wrh4w&t=476s) | Fahd Mirza              |
+| Type        | Deliverable                                            |      Date      |     Author     |
+|-------------|--------------------------------------------------------|----------------|----------------|
+| Blog        | [本地运行零一万物 34B 大模型，使用 Llama.cpp & 21G 显存](https://zhuanlan.zhihu.com/p/668921042)                  |  2023-11-26  |  [苏洋](https://github.com/soulteary)  |
+| Blog        | [Running Yi-34B-Chat locally using LlamaEdge](https://www.secondstate.io/articles/yi-34b/)                   |  2023-11-30  |  [Second State](https://github.com/second-state)  |
+| Blog        | [零一万物模型折腾笔记：官方 Yi-34B 模型基础使用](https://zhuanlan.zhihu.com/p/671387298)                           | 2023-12-10 |  [苏洋](https://github.com/soulteary)  |
+| Blog        | [CPU 混合推理，非常见大模型量化方案：“二三五六” 位量化方案](https://zhuanlan.zhihu.com/p/671698216)                  | 2023-12-12 |  [苏洋](https://github.com/soulteary)  |
+| Video       | [只需 24G 显存，用 vllm 跑起来 Yi-34B 中英双语大模型](https://www.bilibili.com/video/BV17t4y1f7Ee/)               | 2023-12-28 |  漆妮妮  |
+| Video       | [Install Yi 34B Locally - Chinese English Bilingual LLM](https://www.youtube.com/watch?v=CVQvj4Wrh4w&t=476s) | 2023-11-05  |  Fahd Mirza  |