Instructions to use KennethFal/low-poly-lora-minimax-h3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Inference
- Notebooks
- Google Colab
- Kaggle
Low Poly LoRA (rank 32, 5000 steps) + model card, sample
Browse files- .gitattributes +1 -0
- README.md +58 -0
- low-poly.safetensors +3 -0
- samples/used-car-ad.mp4 +3 -0
.gitattributes
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README.md
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---
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license: other
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license_name: minimax-h3-community-license
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license_link: https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE
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base_model: MiniMaxAI/MiniMax-H3
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base_model_relation: adapter
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pipeline_tag: image-text-to-video
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tags:
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- lora
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- video
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- text-to-video
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- low-poly
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- retro
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- 3d
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- 90s
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- style
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- minimax-h3
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---
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# Low Poly — retro low-poly 3D for MiniMax H3
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A style LoRA (rank 32) that renders MiniMax H3 footage as late-90s console-era
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3D — faceted low-poly geometry, flat-shaded surfaces, chunky texture pixels,
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and a bright, saturated palette. H3 trains audio jointly, so dialogue and
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ambience come through with the picture.
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This repo hosts the weights for the **fal endpoint**, which is the supported
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way to use this style — the endpoint applies the tuned trigger phrasing and
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settings server-side:
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> `minimax/h3-max/lora-gallery/low-poly` on [fal.ai](https://fal.ai)
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<video controls playsinline width="720" src="https://huggingface.co/KennethFal/low-poly-lora-minimax-h3/resolve/main/samples/used-car-ad.mp4"></video>
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*Raw single take at 768P / 4:3, picture and voice generated together in one
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pass — no cherry-picking.*
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## Files
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| file | what |
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|---|---|
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| [`low-poly.safetensors`](./low-poly.safetensors) | the LoRA, rank 32, 5,000 steps |
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| [`samples/used-car-ad.mp4`](./samples/used-car-ad.mp4) | the example clip above |
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## Training
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Trained with fal's MiniMax H3 t2v trainer (rank 32, 5,000 steps, 4:3, joint
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video+audio objective) on a small hand-curated set of 52 three-second clips of
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native low-poly-era console gameplay captured losslessly at 4:3, each clip
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human-reviewed for style before inclusion. The 5,000-step checkpoint was
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chosen over its 3k/8k/10k siblings by building a complete six-scene practical
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showcase and a 15-second trailer with it and comparing real-world results.
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## License
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Adapter weights for [MiniMaxAI/MiniMax-H3](https://huggingface.co/MiniMaxAI/MiniMax-H3),
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distributed under the
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[MiniMax H3 Community License](https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE).
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version https://git-lfs.github.com/spec/v1
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oid sha256:33e81f019df396dafaea21908d27caf8658441cabaed1c49255546c72053c66e
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size 131229760
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samples/used-car-ad.mp4
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version https://git-lfs.github.com/spec/v1
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size 5619412
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