Wan 2.2 + Spline Path Control v2 — The Perfect Match for Precision AI Video Generation
Download printable cheat-sheet (CC-BY 4.0)30 Jul 2025, 00:00 Z
TL;DR
Reports indicate Wan 2.2 adds MoE‑style architecture and strong performance on consumer GPUs; verify dates, licenses and specs with official sources.
Paired with Spline Path Control v2, creators can achieve precise trajectory control for cinematic motion.
1 Wan 2.2: The breakthrough everyone was waiting for
1.1 What makes Wan 2.2 revolutionary
Alibaba’s Wan 2.2 has been presented as a significant iteration in open‑source video generation. Reports describe a Mixture of Experts (MoE) architecture for improved fidelity and motion coherence.
Key Technical Innovations:
- High-noise experts → Handle overall layout and composition
- Low-noise experts → Refine details and motion quality
- Result → Unprecedented visual fidelity and motion coherence
1.2 Performance that changes everything
The TI2V-5B model delivers game-changing performance metrics:
Performance Notes:
- Throughput depends on prompts, parameters and hardware (e.g., RTX 4090 class GPUs)
- Quality targets often cite 720p/24fps; verify settings in official docs
- Efficiency claims vary by workflow (ComfyUI, nodes, quantization)
Why this matters: For the first time, professional-quality video generation runs on consumer hardware without compromising speed or quality.
2 Advanced compression and motion capabilities
2.1 High-compression VAE technology
Wan 2.2's Wan2.2-VAE achieves remarkable efficiency through advanced compression:
Compression Specifications:
- Base compression → 4×16×16 ratio
- Overall compression → 64x while maintaining quality
- TI2V-5B enhancement → Total compression ratio reaches 4×32×32
- Memory efficiency → Optimized VRAM usage for consumer GPUs
2.2 Enhanced motion and control
The model excels in areas where previous versions struggled:
Motion Capabilities:
- Complex movements → Nuanced body motion and athletic actions
- Facial expressions → Detailed emotional nuance
- Multi-subject scenes → Improved interaction depiction
- Spatial accuracy → Precise object positioning in complex scenes
- Camera control