Novita AI Partners with SGLang to Accelerate LLM and VLM Inference Performance

Novita AI Partners with SGLang to Accelerate LLM and VLM Inference Performance Novita AI Partners with SGLang to Power Next‐Gen AI Inference

Novita AI, a global leader in artificial intelligence cloud platforms, has announced a strategic partnership with SGLang, a fast-serving inference engine for large language and vision-language models. This collaboration will see Novita AI delivering high-performance GPU resources to power SGLang’s research, benchmarking, and optimization initiatives.

Highlights

1. Strategic Infrastructure Partnership

  • GPU Powerhouse Support: Novita AI will provide high-performance GPU cloud resources to support SGLang’s advanced AI development, enabling efficient training and serving of large-scale models.
  • Joint Development: The collaboration extends to the co-development of key projects like SGLang’s multi-turn reinforcement learning framework and the Prism multi-LLM serving system.

2. About SGLang: Next-Gen Inference Engine

  • Optimized Runtime: SGLang delivers exceptional inference efficiency through innovations like RadixAttention cache reuse and zero-overhead batch scheduling.
  • Software-Hardware Co-Design: By tightly integrating structured language primitives with backend performance tuning, SGLang supports scalable generation workflows and multi-modal applications.

3. Backed by Industry and Academia

  • Broad Adoption: SGLang is supported by major tech leaders including NVIDIA, AMD, xAI, Oracle Cloud, and Google Cloud.
  • Academic Backing: Leading research groups from Stanford, UC Berkeley, and UCLA contribute to SGLang’s development, reflecting strong community and academic engagement.

4. Collaborative Innovation

  • RL and Multi-LLM Milestones: Novita AI’s infrastructure has enabled the development of key innovations like SGLang’s reinforcement learning framework and the Prism system.
  • Expert Parallelism Project: Novita AI is also a key partner in SGLang’s large-scale expert parallelism initiative, an open-source effort targeting DeepSeek-level throughput performance.

5. Commitment to Open Ecosystems

  • Shared Mission: Both companies are committed to open AI development, with Novita AI supporting diverse research efforts through shared infrastructure.
  • Democratizing AI: This partnership underscores Novita AI’s goal of making advanced inference technology accessible to developers across the globe.

The Novita AI and SGLang partnership marks a significant step forward in AI infrastructure and inference performance. By combining GPU cloud power with software innovations, the collaboration sets the stage for breakthrough advancements in large-scale language and vision-language model deployment. Together, these two innovators are pushing the boundaries of what’s possible in open, scalable AI.

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