Update upload model to huggingface hub.

README.md

@@ -4,15 +4,15 @@ license: mit
 
 ## [mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL](https://huggingface.co/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL)
 
-本次微调的模型我已经上传到了 HuggingFace Hub 上，大家可以直接使用。
+本次微调的模型我已经上传到了 HuggingFace Hub 上，大家可以进行尝试。
 
-### 安装
+### 安装 mlx-lm
 
 ```bash
 pip install mlx-lm
 ```
 
-### 生成
+### 生成 SQL
 ```
 python -m mlx_lm.generate --model mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL \
                           --max-tokens 50 \
@@ -61,7 +61,7 @@ if __name__ == "__main__":
 
 ### 样本示例
 
-```json
+```
 table: 1-10753917-1
 columns: Season, Driver, Team, Engine, Poles, Wins, Podiums, Points, Margin of defeat
 Q: Which podiums did the alfa romeo team have?
@@ -129,7 +129,7 @@ python fuse.py --model mistralai/Mistral-7B-v0.1 \
 ```
 
 
-## 生成
+## 生成 SQL
 
 ### 王军建的姓名是什么？
 
@@ -244,13 +244,69 @@ SELECT COUNT Name FROM students WHERE Grade = 9
 
 附加的提示信息可以轻松添加，不用太在意放置的位置。
 
-## 上传模型
+
+## 上传模型到 HuggingFace Hub
+
+1. 加入 [MLX Community](https://huggingface.co/mlx-community) 组织
+
+2. 在 MLX Community 组织中创建一个新的模型 [mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL](https://huggingface.co/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL)
+
+3. 克隆仓库 [mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL](https://huggingface.co/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL)
+
+```bash
+git clone https://huggingface.co/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL
+```
+
+4. 将生成的模型文件（`lora_fused_model` 目录下的所有文件）复制到仓库目录下
+
+5. 上传模型到 HuggingFace Hub
+
+```bash
+git add .
+git commit -m "Fine tuning Text2SQL based on Mistral-7B using LoRA on MLX"
+git push
+```
+
+### git push 错误
+
+1. 不能 push
+
+错误信息：
+
+```
+Uploading LFS objects:   0% (0/2), 0 B | 0 B/s, done.
+batch response: Authorization error.
+error: failed to push some refs to 'https://huggingface.co/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL'
+```
+
+解决方法：
+
+```bash
+vim .git/config
+```
+```conf
+[remote "origin"]
+    url = https://wangjunjian:write_token@huggingface.co/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL
+    fetch = +refs/heads/*:refs/remotes/origin/*
+```
+
+2. 不能上传大于 5GB 的文件
+
+错误信息：
+
+```
+warning: current Git remote contains credentials
+batch response:
+You need to configure your repository to enable upload of files > 5GB.
+Run "huggingface-cli lfs-enable-largefiles ./path/to/your/repo" and try again.
+```
+
+
+解决方法：
 
 ```bash
-python -m mlx_lm.convert \
-    --mlx-path lora_fused_model/ \
-    --quantize \
-    --upload-repo mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL
+huggingface-cli longin
+huggingface-cli lfs-enable-largefiles /Users/junjian/HuggingFace/mlx-community/Mistral-7B-v0.1-LoRA-Text2SQL
 ```