diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..37184e3
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,2 @@
+# Ignore all files
+*
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..11daa5d
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,49 @@
+FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    wget \
+    git \
+    bzip2 \
+    libglib2.0-0 \
+    libxext6 \
+    libsm6 \
+    libxrender1 \
+    libgl1 \
+    python3 \
+    python3-pip \
+    build-essential \
+    cmake \
+    ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Miniforge
+ENV CONDA_DIR=/opt/conda
+RUN wget --quiet https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh -O ~/miniforge.sh && \
+    /bin/bash ~/miniforge.sh -b -p $CONDA_DIR && \
+    rm ~/miniforge.sh
+
+# Add conda to PATH
+ENV PATH=${CONDA_DIR}/bin:${PATH}
+
+# Create MAtCha directory
+WORKDIR /workspace/MAtCha
+RUN chmod -R 777 /workspace/MAtCha
+RUN git clone https://github.com/Anttwo/MAtCha.git .
+
+# Set environment variables RTX A6000, L40, A100
+ENV CUDA_HOME=/usr/local/cuda
+ENV PATH=${CUDA_HOME}/bin:${PATH}
+ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}
+ENV CPATH=/usr/local/cuda/include
+ENV TORCH_CUDA_ARCH_LIST="8.0 8.6 8.9+PTX"
+
+# Activate environment and install dependencies
+RUN python install.py --env_name matcha
+RUN python download_checkpoints.py
+
+ENTRYPOINT ["conda", "run", "--no-capture-output", "-n", "matcha", "/bin/bash", "-c"]
+
+# Default command
+CMD ["/bin/bash"]