What is GLM, and How to Deploy It in an Enterprise Data Stack?

Sovereign Infrastructure Control

Deploy frontier-scale intelligence within your own VPC or on-premise data center. Shakudo eliminates the privacy risks of public APIs while providing managed-service ease of use for complex MoE architectures like GLM-5.2.

Optimized Sparse Attention

Shakudo's GPU orchestration is specifically tuned for GLM's 'IndexShare' sparse attention patterns, ensuring maximum throughput and minimal VRAM overhead even at the 1M token context limit.

No Vendor Lock-in

Own your model weights and your inference stack. Shakudo ensures that your enterprise is never held hostage by changing API pricing or regional availability, providing a future-proof foundation for private AI.