shengshu-ai

Diagnoses training/inference failures in video world model pipelines. Triggers on: training hang, loss NaN, shape mismatch, NCCL timeout, SP bug, distillation collapse, half-video noise. Use when user describes a symptom and wants root-cause diagnosis.

Step-by-step recipe for plugging a new video DiT backbone into minWM, grounded in the HunyuanVideo (HY15) and Wan 2.1 reference integrations. Use when a user wants to add a new backbone to the framework.

Onboarding guide for newcomers to video world model training in minWM. Covers two parts: Foundations (background theory for the two-phase pipeline) and Pitfalls (non-obvious mistakes from hands-on experience). Use when a newcomer is starting on controllable…

Generate video and images by calling the official Vidu API via vidu CLI. Use when the user wants text-to-image, text-to-video, image-to-video, head-tail-image-to-video, reference-to-image, reference-to-video, lip-sync, text-to-speech, video-compose, Create…

Integrate the Vidu S1 real-time interactive digital-human (数字人) streaming video API. Use this whenever the user is building against Vidu's live avatar service — creating a live session, joining the Aliyun RTC channel, driving the control WebSocket, handling…