Install and Run Locally DeepSeek Janus-Pro For Text To Image Generation in Python and Linux

Introduction

This tutorial will guide you through the installation and local execution of the DeepSeek Janus-Pro multimodal model for text-to-image generation using Python on a Linux Ubuntu system. By following these steps, you'll be able to harness the capabilities of Janus-Pro-1B and Janus-Pro-7B models for your own projects.

Step 1: Install Required Dependencies

Before you can run the Janus-Pro models, you need to ensure that your system has the necessary dependencies.

1. Update your system: Open a terminal and run the following command:

   sudo apt update && sudo apt upgrade
   

2. Install Python and pip: If you don't have Python installed, you can install it using:

   sudo apt install python3 python3-pip
   

3. Install other required packages: You may also need to install additional packages. Run:

   sudo apt install git wget
   

4. Install CUDA (if not already installed): Follow the tutorial linked in the video description for a detailed guide on how to install CUDA on Linux Ubuntu.

Step 2: Clone the Janus-Pro Repository

Next, you'll need to obtain the Janus-Pro model files.

1. Navigate to your desired directory: Use the terminal to change to a directory where you want to clone the repository:

   cd ~/your_directory
   

2. Clone the repository: Run the following command to clone the Janus-Pro repository:

   git clone https://github.com/your-repo-link.git
   

Step 3: Install Python Packages

With the repository cloned, you will need to install the required Python packages.

1. Navigate to the cloned repository:

   cd janus-pro-repo
   

2. Install necessary Python libraries: Use pip to install the required libraries:

   pip install -r requirements.txt
   

Step 4: Run the Janus-Pro Model

Now that everything is set up, you can run the Janus-Pro model.

1. Navigate to the model directory: Ensure you are in the directory where the model scripts are located:

   cd path_to_model_directory
   

2. Run the model: Use the following command to start the text-to-image generation process:

   python run_model.py --model janus-pro-1B --text "Your input text here"
   

   Replace "Your input text here" with the actual text you want to generate an image from.

Step 5: Explore Output and Adjust Parameters

After running the model, you’ll receive output images based on your input text.

• Check the output directory for generated images.
• Experiment with different input texts to see varied results.
• Adjust model parameters in the script to fine-tune the output based on your needs.

Conclusion

You have successfully installed and run the DeepSeek Janus-Pro model for text-to-image generation on your Linux Ubuntu system. Be sure to explore different inputs and configurations to maximize the model's capabilities. For further learning, consider checking additional resources or tutorials linked in the video description. Happy generating!