Deploying Hugging Face Models on Nvidia Triton Inference Server at Scale

If you are deploying ML models at scale, leveraging Hugging Face pipelines could be much faster at generating tokens & need lesser code to get started when you deploy with the NVIDIA triton inference server.

This blog is quite helpful to learn the following:

1⃣ How to use Hugging Face pipelines 2⃣ Using Huggingface Pipeline with Template Method to deploy the model 3⃣ Deploying Triton Inference Containers in GKE 4⃣ Efficient utilization of GPUs to optimize memory usage and improve performance.