Hugging Face Inference Endpoints lets developers deploy transformer, vision, and generative models to dedicated containers running on major cloud providers. The service supports vLLM, SGLang, and Text Generation Inference backends, and automatically scales replicas based on request traffic.

Each endpoint includes monitoring, logs, and security controls such as private networking and authentication. Users can deploy from the Hugging Face Hub, bring custom model artifacts, and choose instance types optimized for latency or throughput.