Wan 2.2 I2V Fast

A highly optimized, fast, and cost-effective image-to-video generation model from Pruna AI.

Model Overview

This model is a highly optimized version of Wan 2.2 A14B, specifically tuned by Pruna AI for fast and affordable image-to-video generation. It takes an input image and a text prompt to create a video.

Best At

Generating videos from a single input image with a descriptive text prompt. It excels at creating dynamic scenes with smooth transitions when optional parameters are used.

Limitations / Not Good At

While it's designed for speed and efficiency, complex animations or highly specific, intricate movements might require more advanced models. The quality of the output is heavily dependent on the input image and prompt.

Ideal Use Cases

• Creating short video clips for social media.
• Illustrating concepts or stories with moving visuals.
• Generating dynamic backgrounds for presentations.
• Prototyping video ideas quickly.

Input & Output Format

• Input: An image, a text prompt, and various optional parameters (like num_frames, resolution, frames_per_second, lora_weights, etc.).
• Output: A video file (URI).

Performance Notes

This model is optimized for speed and cost-efficiency ('go_fast' parameter is available). Adjusting frames_per_second and num_frames can influence video duration and pricing.