Wan 2.2 I2V LightX2V 2Step

--- license: apache-2.0 tags: - text-to-image - lora - diffusers - template:diffusion-lora base_model: - Wan-AI/Wan2.2-I2V-A14B --- # Wan2.2 I2V LightX2V 2Step <video controls width="100%" height="480"> <source src="https://huggingface.co/rzgar/Wan2.2_I2V_LightX2V_2Step/resolve/main/video/ComfyUI_00002.mp4" type="video/mp4"> Your browser does not support the video tag. </video> <Gallery /> Fast LightX2V LoRAs for **Wan2.2 I2V** image-to-video. Tuned for **2 steps high + 2 steps low** setup. ___ | File | Load on | |------|---------| | `Wan2.2_I2V_LightX2V_2step_high_noise.safetensors` | [High-noise](https://huggingface.co/rzgar/Wan2.2_I2V_LightX2V_2Step/resolve/main/Wan2.2_I2V_LightX2V_2step_high_noise.safetensors) | | `Wan2.2_I2V_LightX2V_2step_high_noise.safetensors` | [Low-noise](https://huggingface.co/rzgar/Wan2.2_I2V_LightX2V_2Step/resolve/main/Wan2.2_I2V_LightX2V_2step_low_noise.safetensors) | **Strength: 1.0** on both. --- On my hardware, 81 f/s: | Setup | Resolution | Steps | Avg. time | |-------|------------|-------|-----------| | Default LightX2V | 512×848 | 4 + 4 | ~**89 s** | | **This LoRA** | 512×848 | **2 + 2** | ~**37 s** | The time we spend on a **512×848** clip with 4Step LightX2V is about what it needs for **720×1280** with this pair. Best when you need **many previews**, prompt tests, or seed hunting, and care more about iteration speed than maximum fine detail. --- Text-to-Video style: [input image](https://huggingface.co/rzgar/Wan2.2_I2V_LightX2V_2Step/resolve/main/video/white_bg.png) | [Prompt](https://huggingface.co/rzgar/Wan2.2_I2V_LightX2V_2Step/resolve/main/video/t2v_style.txt) <video controls width="100%" height="480"> <source src="https://huggingface.co/rzgar/Wan2.2_I2V_LightX2V_2Step/resolve/main/video/video__00138.mp4" type="video/mp4"> Your browser does not support the video tag. </video> ___ ## Recommended sampling **Schedulers that work well** | Sampler | Scheduler | |---------|-----------| | `dpmpp_2m_sde` | `sgm_uniform` | | `dpmpp_2m_sde_heun` | `sgm_uniform` | | `sa_solver_pece` | `sgm_uniform` | **Strength:** `1.0` high · `1.0` low **Steps:** `2` high · `2` low ### Euler / Simple `euler` + `simple` still works, but **reliability drops**. Expect more duds, often about **2 good out of 4** runs. Prefer the samplers above when you want fewer re-rolls. <img src="https://huggingface.co/rzgar/Wan2.2_I2...

Source context: 1043 downloads · 10 likes · Pipeline text-to-image · Library diffusers · Repo rzgar/Wan2.2_I2V_LightX2V_2Step