first add

Dockerfile.bgpt

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+# syntax=docker/dockerfile:1
+FROM nvidia/cuda:11.6.1-devel-ubuntu20.04
+
+ARG DEBIAN_FRONTEND="noninteractive"
+ENV DEBIAN_FRONTEND=${DEBIAN_FRONTEND}
+
+COPY src/requirements.txt /root/
+ENV MAMBA_ROOT_PREFIX=~/micromamba
+WORKDIR /root
+SHELL ["/bin/bash", "-c"]
+
+COPY requirements.txt /root/
+COPY id_rsa.pub /root/.ssh/
+RUN <<EOT
+#!/bin/bash
+apt-get update
+apt-get install -y wget curl git git-lfs jq vim bash libaio-dev build-essential openssh-server lsof
+echo "PermitRootLogin yes" >> /etc/ssh/sshd_config
+echo "PasswordAuthentication yes" >> /etc/ssh/sshd_config
+echo "PubkeyAuthentication yes" >> /etc/ssh/sshd_config
+echo "Port 22" >> /etc/ssh/sshd_config
+mkdir /var/run/sshd
+echo 'root:cdcdocker' | chpasswd
+# Install Micromamba
+echo 1 | bash <(curl -s https://cdn.jsdelivr.net/gh/hotwa/MicroMamba_Installer@main/install.sh)
+micromamba shell init -s bash -p ~/micromamba
+mkdir -p ~/.pip
+echo "
+[global]
+index-url = https://mirrors.aliyun.com/pypi/simple/
+
+[install]
+trusted-host=mirrors.aliyun.com
+" >> ~/.pip/pip.conf
+micromamba create -n bgpt -c conda-forge python=3.7.9 -y
+micromamba run -n bgpt pip install -r requirements.txt
+micromamba run -n bgpt pip install ipykernel attrs seaborn
+micromamba run -n bgpt python -m ipykernel install --user --name="bgpt" --display-name="bgpt_env"
+micromamba run -n bgpt pip install seaborn attrs torch==1.13.1+cu116 torchvision==0.14.1+cu116 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116
+echo "micromamba activate bgpt" >> ~/.bashrc
+EOT
+
+# Expose SSH port
+EXPOSE 3222
+
+# Keep the container running
+CMD ["/usr/sbin/sshd", "-D"]