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LightX2V Blog

Lightweight Image Video Generation Inference Framework

2026

  • 07-11 Wan2.2-NVFP4-Sparse: Extremely Fast Wan 2.2 14B Inference Wan2.2 NVFP4
  • 07-10 LightX2V x FlagOS: A Plugin Design for Cross-Chip Video Generation Inference FlagOS Plugin
  • 05-21 Graph Fusion for DiT Inference: Magi Compiler in LightX2V MagiCompiler torch.compile
  • 05-19 LightX2V Multi-Platform Deployment Solutions Deploy Multi-Platform Deployment
  • 05-18 Parallel Mechanism of LightX2V Parallel CFG Parallelism
  • 05-13 Running Large Video Models on Consumer GPUs: LightX2V Offload Explained Offload Video Generation
  • 05-13 Running Autoregressive Video Models with Less VRAM: KV Cache Management in LightX2V KV Cache Autoregressive Video
  • 04-23 LightX2V Expands World Model Capabilities with Matrix Game 3.0 and HY-WorldMirror 2.0 World Models Matrix Game
  • 04-14 Breaking the Memory and Throughput Bottlenecks of Diffusion Model Inference Disaggregation Deploy

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