Refactor Dockerfile with proper dependency order and MMCM handling

scripts/gradio/Dockerfile

@@ -36,16 +36,64 @@ RUN conda create -n musev python=3.10 -y && \
 # Install setuptools first
 RUN conda run -n musev pip install --no-cache-dir setuptools==65.5.1
 
-# Install dependencies incrementally
-RUN conda run -n musev pip install --no-cache-dir git+https://github.com/TMElyralab/diffusers.git@tme || true
-RUN conda run -n musev pip install --no-cache-dir git+https://github.com/tencent-ailab/IP-Adapter.git@main || true
-RUN conda run -n musev pip install --no-cache-dir git+https://github.com/openai/CLIP.git@main || true
-RUN conda run -n musev pip install --no-cache-dir git+https://github.com/TMElyralab/controlnet_aux.git@tme || true
+# Install core dependencies first
+RUN conda run -n musev pip install --no-cache-dir \
+    torch \
+    torchvision \
+    torchaudio \
+    transformers==4.33.1 \
+    accelerate==0.22.0 \
+    gradio>=4.0.0 \
+    spaces \
+    ninja==1.11.1 \
+    bitsandbytes==0.41.1 \
+    xformers==0.0.21 \
+    omegaconf \
+    einops \
+    imageio==2.31.1 \
+    pandas \
+    matplotlib \
+    pynvml==11.5.0 \
+    moviepy==1.0.3 \
+    scikit-learn \
+    librosa==0.10.1 \
+    ffmpeg-python \
+    easydict \
+    mediapipe==0.10.3 \
+    insightface==0.7.3 \
+    opencv-python \
+    Pillow \
+    protobuf==3.20.3 \
+    PyYAML \
+    scipy \
+    tqdm \
+    albumentations==1.3.1 \
+    opencv-contrib-python==4.8.0.76 \
+    imageio-ffmpeg==0.4.8 \
+    pytorch-lightning==2.0.8 \
+    timm==0.9.12 \
+    safetensors==0.3.3 \
+    pycocotools \
+    kornia==0.7.0 \
+    open_clip_torch==2.20.0 \
+    torchmetrics==1.1.1 \
+    invisible-watermark==0.1.5 \
+    ftfy==6.1.1 \
+    loguru==0.6.0 \
+    markupsafe==2.0.1 \
+    cuid
 
-# Install MMCM with additional error handling
-RUN conda run -n musev pip install --no-cache-dir git+https://github.com/TMElyralab/MMCM.git@setup || \
-    (echo "MMCM installation failed, retrying with debug output..." && \
-     conda run -n musev pip install --no-cache-dir -v git+https://github.com/TMElyralab/MMCM.git@setup)
+# Install git dependencies incrementally
+RUN conda run -n musev pip install --no-cache-dir git+https://github.com/TMElyralab/diffusers.git@tme
+RUN conda run -n musev pip install --no-cache-dir git+https://github.com/tencent-ailab/IP-Adapter.git@main
+RUN conda run -n musev pip install --no-cache-dir git+https://github.com/openai/CLIP.git@main
+RUN conda run -n musev pip install --no-cache-dir git+https://github.com/TMElyralab/controlnet_aux.git@tme
+
+# Clone MMCM separately and install from local
+RUN git clone https://github.com/TMElyralab/MMCM.git /tmp/mmcm && \
+    cd /tmp/mmcm && \
+    git checkout setup && \
+    conda run -n musev pip install -e .
 
 # Copy and set up entrypoint
 COPY scripts/gradio/entrypoint.sh /entrypoint.sh
@@ -54,4 +102,6 @@ RUN chmod +x /entrypoint.sh
 # Switch to non-root user
 USER user
 
+EXPOSE 7860
+
 ENTRYPOINT ["/entrypoint.sh"]