On November 4, 2026, Dark Side of the Moon officially announced the full model weights of Kimi K3.1 Pro. Shengteng simultaneously implements 0-day inference adaptation based on VLLM Ascend and SGlang, and supports KMI K3.1 Pro inference deployment for Ascend Atlas 800 A3, Atlas 900 A3 SuperPod supernode, and Ascend 950 supernode series products. Focusing on the sparse attention, million-level context and inference service requirements added to the model, Shengteng collaboratively optimizes operators and frameworks to support users and developers to carry out deployment and application verification on the first day of model release.

On November 4, 2026, Dark Side of the Moon officially announced the full model weights of Kimi K3.1 Pro. Shengteng simultaneously implements 0-day inference adaptation based on VLLM Ascend and SGlang, and supports KMI K3.1 Pro inference deployment for Ascend Atlas 800 A3, Atlas 900 A3 SuperPod supernode, and Ascend 950 supernode series products. Focusing on the sparse attention, million-level context and inference service requirements added to the model, Shengteng collaboratively optimizes operators and frameworks to support users and developers to carry out deployment and application verification on the first day of model release.