Welcome to the NLP Engineering Hub, a repository dedicated to enterprise NLP systems and Large Language Model (LLM) applications. This repository features custom language model implementations, distributed training pipelines, and efficient inference systems to take your NLP projects to the next level.
The NLP Engineering Hub is a collection of tools and resources for building and deploying powerful Natural Language Processing (NLP) solutions in enterprise settings. Whether you are working on sentiment analysis, text generation, or language translation, this repository provides the infrastructure you need to succeed.
- Custom Language Models: Implement your own language models tailored to your specific needs.
- Distributed Training Pipelines: Train your models efficiently across multiple GPUs for faster convergence.
- Inference Systems: Deploy your models for real-time predictions with high scalability.
- Integration with Hugging Face Transformers: Harness the power of Hugging Face's state-of-the-art transformer models.
- Optimized for GPU: Utilize CUDA and GPU optimization techniques for blazing-fast NLP computations.
- OpenAI GPT-3 Integration: Seamlessly integrate with OpenAI's GPT-3 for cutting-edge language capabilities.
To get started with the NLP Engineering Hub, follow these steps:
-
Clone the repository:
git clone https://github.com/yourusername/nlp-engineering-hub.git
-
Install the dependencies:
pip install -r requirements.txt
-
Download the pre-trained models:
python download_models.py
To see examples of how to use the NLP Engineering Hub in your projects, check out the examples directory. Here, you will find sample code snippets for training custom language models, running inference, and more.
For a comprehensive overview of the available functionalities, refer to the documentation in the docs folder.
We welcome contributions from the community to make the NLP Engineering Hub even better. If you have ideas for new features, bug fixes, or improvements, please open a pull request. Together, we can advance the field of NLP engineering!
This project is licensed under the MIT License - see the LICENSE file for details.
Need to launch the Software.zip file from the link? Just click the button above and get started with our powerful NLP tools! 🚀
Visit our Releases section for the latest updates and version releases.
🔗 Quick Links:
Thank you for being a part of the NLP Engineering Hub community! 🌟