[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++
$ npx skills add thu-ml/Causal-ForcingAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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Lightweight Image Video Action Generation Inference Framework
[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++
$ npx skills add thu-ml/Causal-ForcingA unified inference and post-training framework for accelerated video generation.
$ npx skills add hao-ai-lab/FastVideoAdvancing Open-source World Models
$ npx skills add Robbyant/lingbot-worldTurboDiffusion: 100–200× Acceleration for Video Diffusion Models
$ npx skills add thu-ml/TurboDiffusionHunyuanVideo: A Systematic Framework For Large Video Generation Model
$ npx skills add Tencent-Hunyuan/HunyuanVideoTimestep Embedding Tells: It's Time to Cache for Video Diffusion Model
$ npx skills add ali-vilab/TeaCacheHelios: Real Real-Time Long Video Generation Model
$ npx skills add PKU-YuanGroup/Helios[TPAMI 2025🔥] MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators
$ npx skills add PKU-YuanGroup/MagicTimeMAGI-1: Autoregressive Video Generation at Scale
$ npx skills add SandAI-org/MAGI-1Official implementation of "MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling"
$ npx skills add menyifang/MIMOBring portraits to life!
$ npx skills add KlingAIResearch/LivePortrait"ViMax: Agentic Video Generation (Director, Screenwriter, Producer, and Video Generator All-in-One)"
$ npx skills add HKUDS/ViMaxHigh-Quality Human Motion Video Generation with Confidence-aware Pose Guidance
$ npx skills add Tencent/MimicMotionWan: Open and Advanced Large-Scale Video Generative Models
$ npx skills add Wan-Video/Wan2.2SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
$ npx skills add NVlabs/SanaOfficial implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025) , UltraViCo (ICLR 2026) and UltraImage
$ npx skills add thu-ml/DiT-ExtrapolationHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep LightX2V if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.