Text2Video-Zero leverages pre-trained text-to-image diffusion models to create video sequences from text descriptions. The model works zero-shot, meaning it requires no video-specific fine-tuning, instead using latent code interpolation and cross-frame attention mechanisms. Ideal for rapid prototyping of video concepts from written prompts.