Artificial Intelligence
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Hugging Face Transformers* one click lubuntu script


If you want to set up Hugging Face Transformers on a Lubuntu system with a one-click script, you can create a simple bash script that installs the necessary dependencies and sets up the environment. Here’s a step-by-step guide to create and run a script that achieves this: ### Step 1: Create the Installation Script Open a terminal on your Lubuntu system and create a new script file. You can name it `install_transformers.sh`. ```bash nano install_transformers.sh ``` ### Step 2: Add the Following Script Content Copy and paste the following content into the `install_transformers.sh` file: ```bash #!/bin/bash # Update the package list echo "Updating package list..." sudo apt update && sudo apt upgrade -y # Install Python 3 and pip echo "Installing Python 3 and pip..." sudo apt install python3 python3-pip -y # Optionally, install Python virtual environment echo "Installing virtualenv..." sudo apt install python3-venv -y # Create a virtual environment (optional, but recommended) echo "Creating a virtual environment named 'transformers_env'..." python3 -m venv transformers_env # Activate the virtual environment source transformers_env/bin/activate # Install Hugging Face Transformers and Torch echo "Installing Hugging Face Transformers and PyTorch..." pip install transformers torch # Optionally, install additional packages like datasets or tokenizers # Uncomment the next line if needed # pip install datasets tokenizers echo "Installation complete. To activate the virtual environment in the future, run 'source transformers_env/bin/activate'." ``` ### Step 3: Make the Script Executable After saving the script, make it executable by running: ```bash chmod +x install_transformers.sh ``` ### Step 4: Run the Script Now you can run the script to install everything: ```bash ./install_transformers.sh ``` ### Step 5: Activate the Virtual Environment Later Every time you want to use Hugging Face Transformers, you need to activate the virtual environment you created: ```bash source transformers_env/bin/activate ``` ### Notes: - This script updates your system, installs Python 3 and pip, and sets up a Python virtual environment for organizing your packages. - It installs the `transformers` library from Hugging Face and PyTorch, which is a common backend for running models. - You can uncomment the additional installations for `datasets` and `tokenizers` if you require them. - Always ensure you have an active internet connection while running the script to download the packages. ### Disclaimer: Be cautious while running scripts downloaded from the internet or created by others, as they can make changes to your system. Always inspect the script to ensure it meets your needs.