Based on the Wan 2.2 First/Last Frame workflow, applied to 🧨 Diffusers + lightx2v/Wan2.2-Lightning 8-step LoRA
Generate a custom end-frame with an edit model like Nano Banana or Qwen Image Edit
Describe the transition between the two images
Clamped to model's 8-81 frames at 24fps.