diff --git a/finetune/README.md b/finetune/README.md
index d5dfb35..c83161f 100644
--- a/finetune/README.md
+++ b/finetune/README.md
@@ -5,8 +5,62 @@ docker-compose -f docker-compose_pytorch1.13.yml build
 docker-compose -f docker-compose_pytorch2.3.yml build
 ```
 
+## 英伟达显卡安装卸载驱动
+
+卸载
+
+```shell
+cd /usr/local/cuda
+ll
+cd ..
+cd cuda-12.3/
+ll
+cd bin/
+ll
+./cuda-uninstaller 
+cd ~
+nvidia-uninstall
+sudo modprobe -r nvidia-drm nvidia-modeset nvidia-uvm nvidia
+sudo rm -rf /usr/lib64/nvidia /usr/lib/nvidia
+sudo apt autoremove nvidia*
+sudo apt clean all
+sudo dracut --force
+sudo reboot
+```
+
+安装
+
+```shell
+wget https://developer.download.nvidia.cn/compute/cuda/repos/ubuntu2204/x86_64/nvidia-fabricmanager-555_555.42.06-1_amd64.deb
+dpkg -i nvidia-fabricmanager-555_555.42.06-1_amd64.deb
+wget https://developer.download.nvidia.com/compute/cuda/12.5.1/local_installers/cuda_12.5.1_555.42.06_linux.run
+ll
+sudo sh  cuda_12.5.1_555.42.06_linux.run
+echo 'export PATH=/usr/local/cuda/bin:$PATH' >> ~/.bashrc && echo 'export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH' >> ~/.bashrc && source /root/.bashrc
+nvcc -V
+nvidia-smi
+nvidia-smi -pm 1
+modprobe nvidia_peermem
+nvidia-smi
+modinfo nvidia_peermem
+lsmod | grep nvidia_peermem
+systemctl mask apt-daily-upgrade.service
+systemctl mask apt-daily-upgrade.timer
+systemctl disable apt-daily-upgrade.timer
+systemctl disable apt-daily-upgrade.service
+ll
+wget https://developer.download.nvidia.cn/compute/cuda/repos/ubuntu2204/x86_64/nvidia-fabricmanager-555_555.42.06-1_amd64.deb
+dpkg -i nvidia-fabricmanager-555_555.42.06-1_amd64.deb 
+sudo systemctl start nvidia-fabricmanager
+sudo systemctl status nvidia-fabricmanager
+```
+
 ## 镜像测试命令
 
+docker run -it --rm --network=host --privileged --ipc=host --ulimit memlock=-1 --gpus all ldh/deepspeed:test
+docker run -it --rm --network=host --privileged --ipc=host --ulimit memlock=-1 --gpus all hotwa/deepspeed:pt23_update
+
+
 ```shell
 nvidia-smi
 nvcc -V
@@ -58,6 +112,31 @@ EOF
 python compile_deepspeed_ops.py
 ```
 
+## 配置vscode的docker的插件
+
+[nerdctl配置](https://blog.csdn.net/margu_168/article/details/139822555)
+
+
+
+```shell
+cat << 'EOF' > /usr/local/bin/docker
+#!/bin/bash
+exec nerdctl "$@"
+EOF
+chmod +x /usr/local/bin/docker
+```
+
+nerdctl bash自动补全
+
+```shell
+apt update
+apt install bash-completion -y
+nerdctl completion bash > /etc/bash_completion.d/nerdctl
+nerdctl completion bash > /etc/bash_completion.d/docker
+source /etc/bash_completion.d/nerdctl
+source /etc/bash_completion.d/docker
+```
+
 ## 物理机更新内核
 
 ```shell