MiniMax-H3-360-Orbit-LoRA

What is MiniMax-H3-360-Orbit-LoRA

MiniMax-H3-360-Orbit-LoRA is a LoRA adapter based on the MiniMax model, primarily used to extend context length to 360K tokens for long-text processing.

Key features

• LoRA adapter based on MiniMax-H3 that generates 360° camera orbit videos from a single image
• Supports using the same image for the first and last frames to achieve complete orbital motion in a frozen-time scene and return seamlessly to the starting point
• Combines FL2VA (first-last-frame) generation to ensure smooth camera motion and geometric consistency
• Allows multiple orbit segments to be stitched seamlessly into longer videos with no visible seams

Who it is for

Suitable for creators and developers who need to generate looping camera orbit videos or reference-image-to-video (Ref2VA/FL2VA), especially for long-context scenarios or those requiring precise first-last frame matching.

How to get started

1. Visit the Hugging Face page https://huggingface.co/pablodawson/MiniMax-H3-360-Orbit-LoRA to download the LoRA weights
2. Load the LoRA adapter following the instructions in the MiniMax-H3 model README
3. Use the same image as both the first and last frame during generation, and use the specified prompt to generate the video

Compiled from public descriptions on the tool's official website / README / launch page. Pricing and user numbers have not been verified; please check the official website. Some sections were drafted with AI assistance. Written in Chinese and English; other languages are machine-translated.