Deploying Qwen3.8 27B on Hugging Face Inference Endpoints

Melvin Vivas · X post · 2026-10-01 · Open on X

Topics: LLMOps, Deployment & Monitoring · Level: beginner

Summary

The creator deployed the open-weights Qwen3.8 27B model on a dedicated Hugging Face Inference Endpoint. He points out that it took only a few clicks and no installation work, which makes managed endpoints an easy way to self-host an open model.

Key points

• Hugging Face Inference Endpoints can deploy open models such as Qwen3.8 27B on dedicated hardware.
• Setup takes a few clicks with no local installation or serving setup.
• Managed dedicated endpoints are a low-effort option for serving open-weights LLMs in production.

Resources mentioned

• Hugging Face Inference Endpoints · tool · endpoints.huggingface.co · paid
  Managed service for deploying models from the Hugging Face Hub on dedicated infrastructure.
  Also in: Deploy Open-Source Models with Hugging Face Inference Endpoints (Melvin Vivas on X · notes), Using Hugging Face credits: Jobs, Inference Endpoints and Open Models (Melvin Vivas on X · notes)
• Hugging Face · website · x.com · free · recommended by both Bashiri Smith & Melvin Vivas
  Platform for hosting and finding ML models, datasets and papers. The quoted post says LocateAnything was trending there.
  Also in: Using an ML agent to train an open-source TTS model on your voice (Melvin Vivas on X · notes), Deploy Open-Source Models with Hugging Face Inference Endpoints (Melvin Vivas on X · notes), Using Hugging Face credits: Jobs, Inference Endpoints and Open Models (Melvin Vivas on X · notes), Unsloth passes 500M model downloads on Hugging Face (Melvin Vivas on X · notes) and 38 more
• Qwen3.8-27B · tool · huggingface.co · free
  A 27B-parameter open-weight model from Alibaba's Qwen family that you can run locally or call through hosted APIs.
  Also in: Using Hugging Face credits: Jobs, Inference Endpoints and Open Models (Melvin Vivas on X · notes), Running Qwen3.8-27B Locally on an M5 Max MacBook with Inco Splash (Melvin Vivas on X · notes), Ternary Bonsai 2 27B: 9x smaller model keeping 98.2% of benchmark scores (Melvin Vivas on X · notes), Free Qwen-3.8 27B Model via Infron (Melvin Vivas on X · notes) and 24 more

Try this

• Try deploying an open model such as Qwen3.8 27B on a Hugging Face Inference Endpoint.