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Minimax-h3_Singularity

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Minimax-h3_Singularity_ref2va_Pruned_v1.3_int8.safetensors

8-bit integer, smaller file โ€ข 19.53 GB

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Type
UNet
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177

Reviews
Published

Sep 6, 2026

Base Model

MiniMax H3

Hash
AutoV2
412A7B1265
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Uploads - 296

296

Followers - 1700

1.7K

Likes - 6552

6.6K

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MiniMax H3 is licensed by MiniMax under the MiniMax H3 Community License Agreement. That agreementโ€™s Applicable Territory excludes the European Union, the United Kingdom, the Republic of Korea and the United States of America. Your use of H3 and of any H3 derivative is subject to that agreement and its Acceptable Use Policy.

MiniMax H3

ComfyUI_00002_pittz_1788661451.png

๐ŸŒ Online Interactive Demo

Test the model directly in your browser without local GPU setup:

๐Ÿ‘‰ Try it on RunningHub Workflows (https://www.runninghub.ai/post/2096339589492432897/?inviteCode=rh-v1559)

๐Ÿ“– Model Overview

Minimax-h3_Singularity is a comprehensive fine-tuned fusion model specialized in enhancing the capabilities of MiniMax-H3. Designed as a versatile multimodal video generation model, it natively supports Text-to-Video (T2V), Image-to-Video (I2V), Reference-to-Video (Ref2V), and Video-to-Video (V2V) workflows within ComfyUI.

Built upon a strategic fusion of key checkpoints (including ref, fl, b25-49, etc.), this model underwent deep high-step fine-tuning. To preserve the original model's foundational strengths and broad generalization while solving artifacts introduced by high-step training, we spent 3 full days on precise model pruning and weight optimization. The result is a clean, sharp, and highly dynamic video generation model.

โœจ Key Improvements & Features

๐ŸŽฌ HDR Image Quality & Blur Reduction: Fine-tuned on high-dynamic-range (HDR) video datasets to significantly enhance visual clarity and eliminate motion blur during high-speed action.

๐Ÿ‘ค Distant Face Restoration: Drastically reduces facial distortion, blurriness, and collapsing in medium-to-long shots.

๐ŸŽจ Clean & De-Oiled Aesthetic: Removes heavy, unnatural skin shine and glossy textures, rendering natural lighting and photorealistic materials.

โš”๏ธ Enhanced Dynamic Motion: Boosts motion fluidity and physical impact, excels in complex action sequences such as sword fighting and martial arts/melee combat.

๐ŸŒŒ VFX & Fantasy Effects: Specifically optimized for fantasy spellcasting, particle aura, and magical combat visual effects.

๐ŸŽญ Expressive Facial Dynamics: Captures subtle facial expressions and emotional nuances more vividly.

๐Ÿ“น Cinematography & Camera Control: Strengthens responsiveness to camera movements (pan, tilt, zoom, tracking shots) for cinematic storytelling.

๐Ÿ›ก๏ธ Full Base Capability Retention: 100% preserves MiniMax-H3's original prompt adherence, style adaptability, and base multimodal generation strength.

๐Ÿ’ก Usage Guide

โ€ข Multimodal Pipeline Support

This model is fully compatible with ComfyUI and supports:

  • Text-to-Video (T2V)

  • Image-to-Video (I2V)

  • Reference-to-Video (Ref2V)

  • Video-to-Video (V2V)

โ€ข ๐Ÿš€ Recommended Acceleration LoRA

For high-speed generation with minimal quality loss, we strongly recommend pairing with:

  • minimax_h3_ref2v_turbo_4step_v0.1 (Enables 4-step fast inference)

๐Ÿ™ Acknowledgements

Special thanks to the MiniMax open-source team for creating and releasing the powerful MiniMax-H3 multimodal video model, providing a solid foundation for the open-source community! ๐Ÿค

๐Ÿค Community & Commercial Inquiries

Feel free to connect for tutorials, community discussions, workflow sharing, or commercial collaborations:

โ€ข YouTube Channel: AIGC-Singularity (https://youtube.com/@AIGC-Singularity)

โ€ข Bilibili Channel: AIGC-Singularity Space

โ€ข QQ Group 1: 1058747239 (Request to join)

โ€ข QQ Group 2: 1072010342 (Request to join)

โ€ข Business Inquiries (WeChat): aigctyd

โ€ข Email: [email protected]