Red Hat AI(@RedHat_AI):Everything you need to start self-hosting an open LLM. Run it on your own hardware. No API keys. No per-token bill. Nothing leaves your machine. The full path with @vllm_project: batch inference in Python, an OpenAI-compatible API server in one command, and quantized models that cut an 8B from ~16GB of weights to a quarter of that while keeping 98-100% accuracy. Walkthrough by @cedricclyburn.

Red Hat AI

@RedHat_AI

Accelerating AI innovation with open platforms and community. The future of AI is open.

Joined May 2018

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Red Hat AI@RedHat_AI

2026.09.16 14:01

Everything you need to start self-hosting an open LLM. Run it on your own hardware. No API keys. No per-token bill. Nothing leaves your machine. The full path with @vllm_project: batch inference in Python, an OpenAI-compatible API server in one command, and quantized models that cut an 8B from ~16GB of weights to a quarter of that while keeping 98-100% accuracy. Walkthrough by @cedricclyburn.