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Cover image for A beginner's guide to the Wan-2.1-T2v-480p model by Wavespeedai on Replicate
Mike Young
Mike Young

Posted on • Originally published at aimodels.fyi

A beginner's guide to the Wan-2.1-T2v-480p model by Wavespeedai on Replicate

This is a simplified guide to an AI model called Wan-2.1-T2v-480p maintained by Wavespeedai. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Model overview

wan-2.1-t2v-480p is a text-to-video generation model that operates within the comprehensive Wan 2.1 video foundation model suite. It works alongside wan-2.1-i2v-480p and wan-2.1-1.3b to provide high-quality video generation capabilities. This model leverages a diffusion transformer architecture combined with advanced spatio-temporal variational autoencoders to generate coherent video content from text descriptions.

Model inputs and outputs

The model takes text prompts and configuration parameters to generate 480p resolution videos. It offers extensive control over the generation process through various parameters like frame count, FPS, and sampling settings.

Inputs

  • Prompt - Text description of the desired video content
  • Aspect Ratio - Choice between 16:9 (832x480px) or 9:16 (480x832px)
  • Number of Frames - Between 5-100 frames
  • FPS - Frame rate from 5-24 frames per second
  • Fast Mode - Speed optimization levels from Off to Ultra-fast
  • Sample Steps - Generation quality control from 1-40 steps
  • Guide Scale - Prompt adherence strength from 0-10
  • Sample Shift - Sampling parameter from 1-10
  • Seed - Optional random seed for reproducibility

Outputs

  • Video File - URI link to the generated video file

Capabilities

The model excels at transforming text d...

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