diff --git a/tts/GPT-SoVITS/Dockerfile b/tts/GPT-SoVITS/Dockerfile
index 80cd9f3..249f1a2 100644
--- a/tts/GPT-SoVITS/Dockerfile
+++ b/tts/GPT-SoVITS/Dockerfile
@@ -1,42 +1,63 @@
+
 # Base CUDA image
+
 FROM cnstark/pytorch:2.0.1-py3.9.17-cuda11.8.0-ubuntu20.04
 
-LABEL maintainer="breakstring@hotmail.com"
-LABEL version="dev-20240209"
-LABEL description="Docker image for GPT-SoVITS"
-
-
-# Install 3rd party apps
+# Set environment variables
 ENV DEBIAN_FRONTEND=noninteractive
 ENV TZ=Etc/UTC
+
+# Create directories for Python installation and model code
+RUN mkdir -p /python_install /model_code/GPT-SoVITS/GPT_SoVITS/pretrained_models
+
+# Set the working directory for Python installation
+WORKDIR /python_install
+
+# Install necessary packages and git-lfs
 RUN apt-get update && \
-    apt-get install -y --no-install-recommends tzdata ffmpeg libsox-dev parallel aria2 git git-lfs && \
+    apt-get install -y --no-install-recommends \
+    tzdata \
+    ffmpeg \
+    libsox-dev \
+    parallel \
+    aria2 \
+    git \
+    dos2unix \
+    nano \
+    curl \
+    software-properties-common \
+    espeak-ng \
+    sudo \
+    rsync && \
+    curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash && \
+    apt-get install -y git-lfs && \
     git lfs install && \
+    add-apt-repository ppa:deadsnakes/ppa && \
     rm -rf /var/lib/apt/lists/*
 
-# Copy only requirements.txt initially to leverage Docker cache
-WORKDIR /workspace
-COPY requirements.txt /workspace/
-RUN pip install --no-cache-dir -r requirements.txt
+# Copy the requirements.txt and install Python dependencies
+COPY requirements.txt /python_install/
+RUN python3 -m venv python && \
+    . /python_install/python/bin/activate && \
+    python/bin/pip install --upgrade pip wheel setuptools && \
+    python/bin/pip install --no-cache-dir -r requirements.txt
 
-# Define a build-time argument for image type
-ARG IMAGE_TYPE=full
+# Clone Hugging Face repository and move models
+RUN git clone https://huggingface.co/lj1995/GPT-SoVITS /python_install/GPT-SoVITS && \
+    mkdir -p /model_code/GPT-SoVITS/GPT_SoVITS/pretrained_models && \
+    mv /python_install/GPT-SoVITS/* /model_code/GPT-SoVITS/GPT_SoVITS/pretrained_models/
 
-# Conditional logic based on the IMAGE_TYPE argument
-# Always copy the Docker directory, but only use it if IMAGE_TYPE is not "elite"
-COPY ./Docker /workspace/Docker 
-# elite 类型的镜像里面不包含额外的模型
-RUN if [ "$IMAGE_TYPE" != "elite" ]; then \
-        chmod +x /workspace/Docker/download.sh && \
-        /workspace/Docker/download.sh && \
-        python /workspace/Docker/download.py && \
-        python -m nltk.downloader averaged_perceptron_tagger cmudict; \
-    fi
+# Move Docker, GPT_SoVITS, requirements.txt, and tools to /model_code/GPT-SoVITS
+RUN mv /python_install/requirements.txt /model_code/GPT-SoVITS/
 
+# Set the working directory for model code
+WORKDIR /model_code/GPT-SoVITS
 
-# Copy the rest of the application
-COPY . /workspace
+# Copy the remaining contents to the model_code directory
+COPY . /model_code/GPT-SoVITS
 
-EXPOSE 9871 9872 9873 9874 9880
+# Change working directory to the project folder
+WORKDIR /model_code/GPT-SoVITS
 
-CMD ["python", "webui.py"]
+# Run an interactive shell by default and activate the virtual environment
+CMD ["bash", "-c", ". /python_install/python/bin/activate && exec bash"]