Hugging Face Text Generation Inference (TGI): Deploy and Serve Your LLM Model Efficiently
Welcome to my latest video where we review Huggingface Text Generation Inference (TGI)! You'll discover:
What TGI is and why it's a game-changer for LLM deployment
Name of the 4 ways to deploy your Hugging Face model
A side-by-side comparison of local vs. Docker deployment performance
Step-by-step code implementation for both transformer and TGI shell scripts
Checking Docker logs for troubleshooting
Leveraging Swagger API for seamless integration
If your system does not have GPU then please consider below section.
https://huggingface.co/docs/text-gene...
Scripts used in the video are available at:
https://gitlab.com/Nayan.1989/youtube...
For more details on Huggingface TGI refer:
https://huggingface.co/docs/text-gene...
#huggingface #textgeneration #llm #deployment #docker #swagger #machinelearning #TGI #coding #tutorial