Red Hat has recently officially launched the Red Hat AI Inference Server, which is designed to provide more efficient and cost-effective AI inference services in hybrid cloud environments. By adopting advanced vLLM technology and combining Neural Magic's innovative capabilities, Red Hat aims to deliver faster response times and superior performance for users.
The Red Hat AI Inference Server is an open inference solution designed for high performance, equipped with a series of advanced model compression and optimization tools. Its design philosophy combines the cutting-edge innovations of vLLM with Red Hat's enterprise-level capabilities to offer flexible deployment options. Users can choose to use it as an independent containerized product or integrate it with Red Hat Enterprise Linux (RHEL AI) and Red Hat OpenShift AI.
In various deployment environments, the Red Hat AI Inference Server provides users with a hardened vLLM distribution. Its main features include intelligent LLM compression tools that significantly reduce the size of both base AI models and fine-tuned AI models while minimizing computational resource consumption without compromising model accuracy. Additionally, Red Hat offers an optimized model repository hosted in Red Hat's organization on Hugging Face, allowing users to access verified AI models instantly. These optimized models enhance efficiency in inference deployments by up to 2 to 4 times without affecting model accuracy.
Red Hat provides users with robust enterprise support, leveraging its extensive experience in bringing community projects into production environments over the years. Meanwhile, the Red Hat AI Inference Server supports flexible deployment on non-Red Hat Linux and Kubernetes platforms, giving users greater flexibility when choosing their deployment environment.
Joe Fernandes, vice president of Red Hat's AI business unit, stated: "Inference is at the core of the value proposition for generative AI, enabling models to quickly provide accurate responses during user interactions. Our goal is to meet large-scale inference needs efficiently and economically." The launch of the Red Hat AI Inference Server will provide users with a universal inference layer that accelerates the operation of different models across various environments.
Key points:
🚀 The Red Hat AI Inference Server combines vLLM and Neural Magic technologies to provide efficient inference services in hybrid cloud environments.
📉 It features intelligent LLM compression tools and an optimized model repository, boosting inference efficiency by 2-4 times.
🛠️ Offers enterprise-grade support and flexible deployment options, compatible with multiple operating systems and platforms.