Installing Hugging Face Libraries
Last updated July 1, 2024
Introduction: Installing Hugging Face libraries is crucial for leveraging their powerful machine learning tools in your projects. Here's a straightforward guide to get you started with the installation process.
Steps:
- Install Python and Pip
- Ensure you have Python installed on your system. You can download it from the Python official site.
- Pip, the Python package installer, should be installed automatically with Python. You can check this by running
pip --versionin your terminal.
- Install the Transformers Library
- Open your terminal or command prompt.
- Run the following command to install the Transformers library:
pip install transformers
- Install the Datasets Library In the same terminal or command prompt, run: pip install datasets
- Install the Tokenizers Library To install the Tokenizers library, execute: pip install tokenizers
- Open a Python interactive shell by typing
pythonin your terminal. - Import the libraries to ensure they are installed correctly:
import transformers import datasets import tokenizers6.Start Using the Libraries Now you can start using the Hugging Face libraries in your machine learning projects. Refer to the Hugging Face documentation for more detailed usage instructions and examples.
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