Image-to-Video
Diffusion Single File
MiniMax H3
English
comfyui
video-generation
audio-video
blackwell
nvfp4
quantized
Instructions to use abakanai/Minimax_h3_hybrid with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusion Single File
How to use abakanai/Minimax_h3_hybrid with Diffusion Single File:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Add 1376x768 simple comparisons
Browse files
.gitattributes
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@@ -36,3 +36,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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examples/astrella_conservative_16_38g_s20_audio_00001_.mp4 filter=lfs diff=lfs merge=lfs -text
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examples/astrella_fast_14_03g_s20_audio_00001_.mp4 filter=lfs diff=lfs merge=lfs -text
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examples/minimax_h3_ab_s20_contact.png filter=lfs diff=lfs merge=lfs -text
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examples/astrella_conservative_16_38g_s20_audio_00001_.mp4 filter=lfs diff=lfs merge=lfs -text
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examples/astrella_fast_14_03g_s20_audio_00001_.mp4 filter=lfs diff=lfs merge=lfs -text
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examples/minimax_h3_ab_s20_contact.png filter=lfs diff=lfs merge=lfs -text
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examples/highres/astrella_fast_14_03g_1376x768_s20_simple_audio_00001_.mp4 filter=lfs diff=lfs merge=lfs -text
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examples/highres/astrella_conservative_16_38g_1376x768_s20_simple_audio_00001_.mp4 filter=lfs diff=lfs merge=lfs -text
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README.md
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- text: Matched-seed A/B contact sheet
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output:
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url: examples/minimax_h3_ab_s20_contact.png
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---
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# MiniMax H3 Hybrid NVFP4 for NVIDIA Blackwell
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## Generated examples
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All media below are AI-generated.
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<Gallery />
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In this single-seed qualitative check, both variants preserved the character's face and glasses across the clip. The conservative variant held finger shapes slightly more consistently, while the fast variant produced a very similar result with somewhat larger changes in background composition and framing. This is one visual sample, not a statistically meaningful perceptual evaluation.
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## Research summary
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### Test environment
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- Original model: [`MiniMaxAI/MiniMax-H3`](https://huggingface.co/MiniMaxAI/MiniMax-H3)
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- ComfyUI single-file release and integration: [`Comfy-Org/MiniMax-H3`](https://huggingface.co/Comfy-Org/MiniMax-H3)
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- Hybrid quantization, kernel benchmarking, numerical validation, and A/B generation: **abakanai**
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-
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- text: Matched-seed A/B contact sheet
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output:
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url: examples/minimax_h3_ab_s20_contact.png
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- text: Fast hybrid high-resolution — simple, 1376 × 768, rendered in 568.67 s
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output:
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url: examples/highres/astrella_fast_14_03g_1376x768_s20_simple_audio_00001_.mp4
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- text: Conservative hybrid high-resolution — simple, 1376 × 768, rendered in 598.66 s
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output:
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url: examples/highres/astrella_conservative_16_38g_1376x768_s20_simple_audio_00001_.mp4
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---
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# MiniMax H3 Hybrid NVFP4 for NVIDIA Blackwell
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## Generated examples
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All media below are AI-generated. The paired videos in each comparison use the same reference image, prompt, seed, resolution, duration, sampler, scheduler, and step count.
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<Gallery />
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In this single-seed qualitative check, both variants preserved the character's face and glasses across the clip. The conservative variant held finger shapes slightly more consistently, while the fast variant produced a very similar result with somewhat larger changes in background composition and framing. This is one visual sample, not a statistically meaningful perceptual evaluation.
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### 1376 × 768 `simple` follow-up
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The two hybrid checkpoints were also tested at 1376 × 768 using the same reference, prompt, seed, 124-frame duration, 20 steps, and `res_multistep` sampler. The scheduler was changed to `simple` for both matched runs.
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- [Fast 14.03 GiB high-resolution video with audio](./examples/highres/astrella_fast_14_03g_1376x768_s20_simple_audio_00001_.mp4)
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- [Conservative 16.38 GiB high-resolution video with audio](./examples/highres/astrella_conservative_16_38g_1376x768_s20_simple_audio_00001_.mp4)
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| Checkpoint | Resolution | Video duration | Total render time |
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|---|---:|---:|---:|
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| Fast 14.03 GiB | 1376 × 768 | 5.17 s | 568.67 s (9:28.67) |
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| Conservative 16.38 GiB | 1376 × 768 | 5.17 s | 598.66 s (9:58.66) |
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Both runs completed on the RTX 5070 Ti 16 GB through ComfyUI DynamicVRAM and produced 124-frame, 24 fps MP4 files with stereo AAC audio at 32 kHz. The fast checkpoint finished about 5% sooner in these sequential single runs. This is a practical observation rather than a controlled end-to-end benchmark because model and cache state were not fully reset between jobs.
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## Research summary
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### Test environment
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- Original model: [`MiniMaxAI/MiniMax-H3`](https://huggingface.co/MiniMaxAI/MiniMax-H3)
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- ComfyUI single-file release and integration: [`Comfy-Org/MiniMax-H3`](https://huggingface.co/Comfy-Org/MiniMax-H3)
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- Hybrid quantization, kernel benchmarking, numerical validation, and A/B generation: **abakanai**
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examples/highres/astrella_conservative_16_38g_1376x768_s20_simple_audio_00001_.mp4
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version https://git-lfs.github.com/spec/v1
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size 2752589
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examples/highres/astrella_fast_14_03g_1376x768_s20_simple_audio_00001_.mp4
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version https://git-lfs.github.com/spec/v1
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size 2696509
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