From cb1df1de2a08440699d646d1aff95cd4408b475e Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Sun, 5 Nov 2023 23:51:51 +0800
Subject: [PATCH 01/10] Update README.md

---
 README.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 378a6c4..2ea714f 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><a href="https://www.deepseek.com/">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/">[🤖 Chat with DeepSeek Coder] | <a href="https://huggingface.co/deepseek-ai">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[Wechat(微信)]</a></p>
+<p align="center"><a href="https://www.deepseek.com/">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
 <hr>
 
 
@@ -38,7 +38,6 @@ And the DeepSeek-Coder-Instruct-33B model after instruction tuning outperforms G
 More evaluation details can be found in the [Detailed Evaluation](#5-detailed-evaluation-results).
 
 
-
 ### 3. Procedure of Data Creation and Model Training
 
 #### Data Creation

From b4253af1b1ed87b766fc0c57c978f966079dafac Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Sun, 5 Nov 2023 23:53:22 +0800
Subject: [PATCH 02/10] Update README.md

---
 README.md | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index 2ea714f..ee4993d 100644
--- a/README.md
+++ b/README.md
@@ -69,7 +69,7 @@ A demo is also available on the [🤗 Hugging Face Space](https://huggingface.co
 
 Here are some examples of how to use our model.
 
-#### 1）Code Completion
+#### 1) Code Completion
 ```python
 from transformers import AutoTokenizer, AutoModelForCausalLM
 import torch
@@ -96,7 +96,7 @@ def quick_sort(arr):
     return quick_sort(left) + [pivot] + quick_sort(right)
 ```
 
-#### 2）Code Insertion
+#### 2) Code Insertion
 ```python
 from transformers import AutoTokenizer, AutoModelForCausalLM
 import torch
@@ -123,7 +123,7 @@ This code will output the following result:
    for i in range(1, len(arr)):
 ```
 
-#### 3）Chat Model Inference
+#### 3) Chat Model Inference
 ```python
 from transformers import AutoTokenizer, AutoModelForCausalLM
 tokenizer = AutoTokenizer.from_pretrained("deepseek-ai/deepseek-coder-6.7b-instruct", trust_remote_code=True)
@@ -171,7 +171,7 @@ You are an AI programming assistant, utilizing the Deepseek Coder model, develop
 
 ```
 
-#### 4）Repository Level Code Completion
+#### 4) Repository Level Code Completion
 ```python
 from transformers import AutoTokenizer, AutoModelForCausalLM
 tokenizer = AutoTokenizer.from_pretrained("deepseek-ai/deepseek-coder-6.7b-base", trust_remote_code=True)
@@ -264,16 +264,16 @@ In the following scenario, the Deepseek-Coder 6.7B model effectively calls a cla
 ### 5. Detailed Evaluation Results
 
 The reproducible code for the following evaluation results can be found in the [Evaluation](https://github.com/deepseek-ai/deepseek-coder/tree/main/Evaluation) directory.
-#### 1）Multilingual HumanEval Benchmark
+#### 1) Multilingual HumanEval Benchmark
 ![HumanEval](pictures/HumanEval.png)
 
-#### 2）MBPP Benchmark
+#### 2) MBPP Benchmark
 <img src="pictures/MBPP.png" alt="MBPP" width="40%">
 
-#### 3）DS-1000 Benchmark
+#### 3) DS-1000 Benchmark
 ![DS-1000](pictures/DS-1000.png)
 
-#### 4）Program-Aid Math Reasoning Benchmark
+#### 4) Program-Aid Math Reasoning Benchmark
 ![Math](pictures/Math.png)
 
 

From 6eb5822ca71050dfc93d2350c1fc83d0743da97a Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Sun, 5 Nov 2023 23:55:22 +0800
Subject: [PATCH 03/10] Update README.md

---
 README.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/README.md b/README.md
index ee4993d..433d9f2 100644
--- a/README.md
+++ b/README.md
@@ -58,8 +58,6 @@ More evaluation details can be found in the [Detailed Evaluation](#5-detailed-ev
 <img src="pictures/model_pretraining.png" alt="model_pretraining" width="100%">
 
 
-
-
 ### 4. How to Use
 Before proceeding, you'll need to install the necessary dependencies. You can do this by running the following command:
 ```

From 96aef33e8c87e76f321e2d59e94ad14cce3f72ca Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Sun, 5 Nov 2023 23:57:24 +0800
Subject: [PATCH 04/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 433d9f2..0d0c42c 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><a href="https://www.deepseek.com/">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
+<p align="center" style="text-decoration:none"><a href="https://www.deepseek.com/">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
 <hr>
 
 

From 89655af972cc53f7e20feb13981e260dfbc1bba8 Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Sun, 5 Nov 2023 23:57:59 +0800
Subject: [PATCH 05/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0d0c42c..96c68a2 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center" style="text-decoration:none"><a href="https://www.deepseek.com/">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
+<p align="center"><a href="https://www.deepseek.com/" style="text-decoration:none">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/" style="text-decoration:none">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
 <hr>
 
 

From 0f4739607f696c39202fb01ee29e865cacadf234 Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Mon, 6 Nov 2023 00:01:05 +0800
Subject: [PATCH 06/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 96c68a2..4a3d104 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><a href="https://www.deepseek.com/" style="text-decoration:none">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/" style="text-decoration:none">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
+<p align="center"><a href="https://www.deepseek.com/" style="text-decoration:underline">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/" style="text-decoration:none">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
 <hr>
 
 

From b93bbdc2a98b5b5bce166ba6febf35799d3387fe Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Mon, 6 Nov 2023 00:05:06 +0800
Subject: [PATCH 07/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 4a3d104..3a9d0c3 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><a href="https://www.deepseek.com/" style="text-decoration:underline">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/" style="text-decoration:none">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
+<p align="center"><a href="https://www.deepseek.com/"><u>[<img src="pictures/home.png" width="20px"> Homepage]</u></a> | <a href="https://coder.deepseek.com/" style="text-decoration:none">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
 <hr>
 
 

From 0dcc7cc76eb6a660d292d7bf3d4b83a5b9a5457e Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Mon, 6 Nov 2023 00:07:04 +0800
Subject: [PATCH 08/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 3a9d0c3..e963a34 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><a href="https://www.deepseek.com/"><u>[<img src="pictures/home.png" width="20px"> Homepage]</u></a> | <a href="https://coder.deepseek.com/" style="text-decoration:none">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a>  |  <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
+<p align="center"><img src="pictures/home.png" width="20px"><a href="https://www.deepseek.com/">[Homepage]</a> | 🤖 <a href="https://coder.deepseek.com/" style="text-decoration:none">[Chat with DeepSeek Coder]</a> | 🤗 <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a> | <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
 <hr>
 
 

From 2bf0de3b921042e6451a257112495c4a5d416168 Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Mon, 6 Nov 2023 00:09:10 +0800
Subject: [PATCH 09/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e963a34..b284cc7 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><img src="pictures/home.png" width="20px"><a href="https://www.deepseek.com/">[Homepage]</a> | 🤖 <a href="https://coder.deepseek.com/" style="text-decoration:none">[Chat with DeepSeek Coder]</a> | 🤗 <a href="https://huggingface.co/deepseek-ai" style="text-decoration:none">[Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5" style="text-decoration:none">[Discord]</a> | <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true" style="text-decoration:none">[WeChat (微信)]</a></p>
+<p align="center"><a href="https://www.deepseek.com/"><img src="pictures/home.png" width="20px"> [Homepage]</a> | <a href="https://coder.deepseek.com/">🤖 [Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">🤗 [Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a> | <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
 <hr>
 
 

From b2e0f2916b3e53b830754c5a9611ed3d081ddce9 Mon Sep 17 00:00:00 2001
From: Chenggang Zhao <lyricz@yeah.net>
Date: Mon, 6 Nov 2023 00:09:52 +0800
Subject: [PATCH 10/10] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b284cc7..0b3b6c6 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center">
 <img width="1000px" alt="DeepSeek Coder" src="pictures/logo.png">
 </p>
-<p align="center"><a href="https://www.deepseek.com/"><img src="pictures/home.png" width="20px"> [Homepage]</a> | <a href="https://coder.deepseek.com/">🤖 [Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">🤗 [Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a> | <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
+<p align="center"><a href="https://www.deepseek.com/">[<img src="pictures/home.png" width="20px"> Homepage]</a> | <a href="https://coder.deepseek.com/">[🤖 Chat with DeepSeek Coder]</a> | <a href="https://huggingface.co/deepseek-ai">[🤗 Models Download]</a> | <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a> | <a href="https://github.com/guoday/assert/blob/main/QR.png?raw=true">[WeChat (微信)]</a></p>
 <hr>