MiniMax Hailuo 2.3 Fast

Overview

MiniMax Hailuo 2.3 Fast is an accelerated image-to-video version of the MiniMax Hailuo 2.3 model. It’s built for fast output while keeping strong visual consistency and motion accuracy in short-form clips at 768p or 1080p resolution. Compared to the standard Hailuo 2.3 model, Hailuo 2.3 Fast is optimised for speed and efficient iteration, making it suitable for rapid content creation, social clips, ads, previews, and high-volume workflows.

How it Works

Speed Optimisation

Hailuo 2.3 Fast applies specialised performance tuning to prioritise generation speed. This allows it to deliver visual outputs faster and at a lower cost, while still producing smooth motion and coherent frame-to-frame continuity.

Image-Guided Generation

When an input image is provided, the model treats it as a reference anchor and animates the scene over time. This enables accelerated image-to-video workflows without sacrificing the appearance or stability of the original image.

Output Quality

Despite its focus on speed, Hailuo 2.3 Fast maintains stable composition, consistent subject appearance, and smooth motion across each frame. It is ideal for quick previews and rapid testing before using higher-fidelity models if needed.

Key Features

• Optimised Speed
  Prioritises fast generation to support rapid iteration and high-volume use cases.
• Image-to-Video Focus
  Specialised for image-guided video workflows with consistent visual output.
• Motion Stability
  Produces smooth motion and coherent frame sequencing.
• Flexible Resolutions
  Supports 768p and 1080p resolutions for short clips.

Technical Specifications

• Model Name: MiniMax Hailuo 2.3 Fast
• Model Type: Accelerated image-to-video generation
• Input: Reference image (and optional text prompt where supported)
• Output: MP4 video
• Resolutions: 768p or 1080p
• Clip Duration: 6 – 10 seconds

How to Use

1. Upload an input image to guide the video generation.
2. Choose your desired resolution and clip duration.
3. Submit the generation request.
4. Retrieve the resulting video once processing completes.

Example prompt (optional):
A vibrant storefront scene captured from a product shot, animated with subtle camera motion and lively ambience for social clips.

Notes & Limitations

• Best suited for fast iterations and high-volume workflows; for highest fidelity or longer clips, consider the standard Hailuo 2.3 model.
• Output quality remains strong but may prioritise speed over fine detail compared to the full model.