pablodawson/MiniMax-H3-360-Orbit-LoRA
image-text-to-video model by pablodawson
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From the publisher
Model card & documentation
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A LoRA for MiniMax-H3 (FL2VA variant) that turns one photo into a frozen-time 360° camera orbit, and lands back on the exact frame it started from. Give the model the same image as the first and the last keyframe, and the LoRA orbits the camera all the way around the subject while the scene stays frozen. The clip closes on its own first frame, so orbits can be chained or stitched into longer shots without a visible seam. Each comparison shows three renders of the same input with the same seed, prompt, resolution and step count: The previews are downscaled animated WebP. Full-resolution MP4s: comparisons skate · man2 · girl2 · man; LoRA-only clips skate · man2 · girl2 · man. Reference-to-video (Ref2VA) treats its input images as loose appearance references, so clips don't end on a known frame and can't be joined cleanly. First–last-frame generation (FL2VA) pins both ends,…
Read the full model card ↗ · Preview checked 2026-11-14T21:52:13.592Z
Inside the original model card — Document outline
- MiniMax-H3 360° Orbit LoRA (first–last frame)
- Results
- About the comparisons
- Why this LoRA?
- Prompt
- Recommended settings
- Usage
- Training details
- Data
- Hyperparameters
- Limitations
- Author
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Model overview
pablodawson/MiniMax-H3-360-Orbit-LoRA is a image-text-to-video model repository published by pablodawson on Hugging Face. The source reports the minimax-h3 library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- image-text-to-video
- Library
- minimax-h3
- Recent downloads (30 days)
- 28,976
- Cumulative likes
- 523
- Hugging Face trending score
- 71
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-09-27T04:05:33.000Z
- Last modified
- 2026-09-27T04:06:23.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: MiniMaxAI/MiniMax-H3
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-21T06:43:12.081Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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