diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..f9c6d9b
--- /dev/null
+++ b/Dockerfile
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+FROM nvidia/cuda:12.6.0-runtime-ubuntu22.04 AS base
+
+# Set environment variables
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1 \
+    PORT=7865 \
+    HF_HUB_ENABLE_HF_TRANSFER=1 \
+    DEBIAN_FRONTEND=noninteractive
+
+# Install Python and system dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    python3.10 \
+    python3-pip \
+    python3-venv \
+    python3-dev \
+    build-essential \
+    git \
+    curl \
+    wget \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/* \
+    && ln -s /usr/bin/python3 /usr/bin/python
+
+# Create and activate virtual environment
+RUN python -m venv /opt/venv
+ENV PATH="/opt/venv/bin:$PATH"
+
+# Create a non-root user to run the application
+RUN useradd -m -u 1001 appuser
+
+# Set working directory
+WORKDIR /app
+
+# Clone the repository
+RUN git clone https://github.com/ace-step/ACE-Step.git .
+
+# Install specific PyTorch version compatible with CUDA 12.2
+RUN pip3 install --no-cache-dir --upgrade pip && \
+    pip3 install --no-cache-dir hf_transfer peft && \
+    pip3 install --no-cache-dir -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu126
+
+# Change ownership of app files to appuser
+RUN chown -R appuser:appuser /app
+
+# Switch to non-root user
+USER appuser
+
+# Expose the port the app runs on
+EXPOSE 7865
+
+VOLUME [ "/app/checkpoints", "/app/outputs", "/app/logs" ]
+
+# Set healthcheck
+HEALTHCHECK --interval=60s --timeout=10s --start-period=5s --retries=5 \
+  CMD curl -f http://localhost:7865/ || exit 1
+
+# Command to run the application with GPU support
+CMD ["python3", "app.py", "--server_name", "0.0.0.0", "--bf16", "true"]
diff --git a/docker-compose.yaml b/docker-compose.yaml
new file mode 100644
index 0000000..ece967f
--- /dev/null
+++ b/docker-compose.yaml
@@ -0,0 +1,39 @@
+
+services:
+  &name ace-step:
+    build:
+      context: https://github.com/ace-step/ACE-Step.git
+      dockerfile: Dockerfile
+    container_name: *name
+    hostname: *name
+    stop_grace_period: 2s
+    ports:
+      - "7865:7865"
+    volumes:
+      - ace-step-checkpoints:/app/checkpoints
+      - ace-step-outputs:/app/outputs
+      - ace-step-logs:/app/exps/logs
+    # command: python app.py --server_name 0.0.0.0 --port 7865 --share False --bf16 True --torch_compile True --device-id 0
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:7865/"]
+      interval: 60s
+      timeout: 10s
+      retries: 30
+      start_period: 3s
+    restart: unless-stopped
+    runtime: nvidia
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: ["compute", "utility", "graphics", "video"]
+
+volumes:
+  ace-step-checkpoints:
+    name: ace-step-checkpoints
+  ace-step-outputs:
+    name: ace-step-outputs
+  ace-step-logs:
+    name: ace-step-logs
diff --git a/inference.ipynb b/inference.ipynb
new file mode 100644
index 0000000..bdbaaf5
--- /dev/null
+++ b/inference.ipynb
@@ -0,0 +1,71 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "machine_shape": "hm",
+      "gpuType": "L4",
+      "authorship_tag": "ABX9TyMkPvEHcvZ84lF6ESOuPfMJ",
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU"
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/usamireko/ACE-Step/blob/main/inference.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "EB_ztF9xch5s"
+      },
+      "outputs": [],
+      "source": [
+        "#@title Install and Download\n",
+        "!wget -O /content/mini.sh https://repo.anaconda.com/miniconda/Miniconda3-py310_25.1.1-2-Linux-x86_64.sh\n",
+        "!chmod +x /content/mini.sh\n",
+        "!bash /content/mini.sh -b -f -p /usr/local\n",
+        "!conda install -q -y jupyter\n",
+        "!conda install -q -y google-colab -c conda-forge\n",
+        "!python -m ipykernel install --name \"py310\" --user\n",
+        "!git clone https://github.com/usamireko/ACE-Step\n",
+        "%cd /content/ACE-Step\n",
+        "!pip install -r requirements.txt\n",
+        "!pip install huggingface-hub numpy==1.26.0\n",
+        "!huggingface-cli download ACE-Step/ACE-Step-v1-3.5B --local-dir /content/ACE-Step/checkpoints --local-dir-use-symlinks False"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#@title Run Gradio UI\n",
+        "bf16 = True # @param {\"type\":\"boolean\"}\n",
+        "\n",
+        "!python app.py --checkpoint_path ./checkpoints/ --port 7865 --device_id 0 --share true --bf16 {bf16}"
+      ],
+      "metadata": {
+        "cellView": "form",
+        "id": "0m835b3ZecQW"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}
\ No newline at end of file