Achieving World Consistency in Video using 360 Panoramas and Minimax H3

HighGaiN · reddit · 2026-08-27

The author shares a workflow combining 360 panoramic images with the Minimax H3 video model to maintain world consistency.

Core Method:

Panorama Reference: Use a trained Krea2 LoRA to generate 360 panoramic images.
Agent Skill: Wrote a specific prompt template based on the Minimax reference guide to instruct the model to convert panoramas into standard perspective videos.

Key Prompt Instructions:

Panorama Handling: Explicitly state the input is a 360 equirectangular projection and require a standard rectilinear cinematic perspective output.
Camera & Framing: Specify camera orientation or movement (push, pan, tracking, etc.).
Sound Design: Remove background music, keep diegetic sound effects.
Timing Control: Limit total video duration to under 15 seconds and plan shot timings.

Results: When switching camera angles, Minimax H3 effectively understands the 360 environment and maintains physical world consistency.

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