Hailuo 2.3 Fast

A fast, low-latency image-to-video model preserving motion quality and visual consistency for efficient iteration.

Overview

MiniMax-Hailuo-2.3-Fast is an optimized variant of the MiniMax-Hailuo-2.3 video generation model family designed specifically for lower latency and faster iteration cycles. It generates video from a single image input combined with a text prompt, producing stylized, visually consistent video sequences that maintain realistic motion dynamics.

Strengths / What it does well

• Provides a faster generation time compared to the standard MiniMax-Hailuo-2.3 model.
• Preserves core motion quality and high-fidelity stylization despite reduced latency.
• Supports video resolutions of 768p and 1080p (with 1080p limited to 6-second videos).
• Maintains the aspect ratio of the input image for the output video.

Limitations

• Only supports image-to-video input; text-to-video is not supported.
• Duration options are limited to either 6 or 10 seconds, with 1080p limited to 6 seconds.
• Does not support last frame handling or extended duration beyond stated limits.

Improvements over previous versions

Compared to the core MiniMax-Hailuo-2.3 model, this fast variant reduces latency and computational load while preserving essential qualities like motion realism and stylization, facilitating quicker prototyping and iteration in video generation workflows.

Best use cases

• Rapid prototyping of stylized video sequences from static images.
• Scenarios requiring consistent visual styling and motion with quick turnaround.
• Applications needing mid-resolution video outputs with maintained aspect ratio fidelity.