Deploy LLMs with Hugging Face Inference Endpoints

Practical AI: Tools, Models & Frameworksinference

What changed

In this blog post, we will show you how to deploy open-source LLMs to Hugging Face Inference Endpoints, our managed SaaS solution that makes it easy to deploy models. Additionally, we will teach you how to stream responses and test the performance of our endpoints. - max_new_tokens: The maximum number of tokens to generate.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

  • Deploy Embedding Models with Hugging Face Inference Endpoints
  • Getting Started with Hugging Face Inference Endpoints
  • Deploy MusicGen in no time with Inference Endpoints

Sources