• Real|Time Machine Learning with Azure ML Endpoints🔍
• What is Model Serving🔍
• Run Your Own Mixtral API via Hugging Face Inference Endpoints🔍
• Serve Multiple LLM Inference Endpoints with a Single Adapter Class🔍

Real-Time Machine Learning with Azure ML Endpoints - YouTube

... get a production-ready service. By the end of this talk, you'll know how to deploy a real-time machine learning model using Azure ML Endpoints.

What is Model Serving | Iguazio

Developing a model is one thing, but serving a model in production is a completely different task. · In general, there are two types of model serving: Batch and ...

Run Your Own Mixtral API via Hugging Face Inference Endpoints

... channel. 0:00 Conceptual Overview 0:49 Model Selection 1:11 Endpoint Configuration 2:42 Management and Testing 4:54 Endpoint Security.

Serve Multiple LLM Inference Endpoints with a Single Adapter Class

We use a classic design pattern to create an adapter that allows us to swap out LLM inference endpoints between Groq and OpenAI at runtime.