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image text to video by MiniMaxAI

MiniMax-H3

MiniMax-H3 generates synchronized audio-video clips from text or image prompts, producing output with coherent ambient sound and motion together. It supports multiple input modalities including text-to-video, image-to-video, and video-to-video transformation pipelines. The model ships on Diffusers and uses safetensors checkpoints, making it straightforward to integrate into ComfyUI or custom generation workflows.

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From the model card

Fields below are copied from the tags and counters on the HuggingFace repository MiniMaxAI/MiniMax-H3 at our last fetch. They are set by the uploader, not verified by us; rows with no tag are omitted. How this page is made.

Publisher (HF namespace)
MiniMaxAI
Pipeline tag
image-text-to-video
Library
Diffusers
Weight formats
safetensors
License tag
other — read the license file in the repo before relying on it
Downloads (HF counter at last fetch)
5,092,067
Likes (HF counter at last fetch)
4,876
Model card
https://huggingface.co/MiniMaxAI/MiniMax-H3

Use cases

  • Generating short video clips with synchronized ambient audio from text prompts
  • Animating still images into video sequences with sound
  • Video-to-video style transfer with audio preservation
  • Prototyping AI-generated video content for research demos
  • Building multimodal generation pipelines on top of Diffusers

Pros

  • Produces audio and video jointly rather than requiring a separate audio step
  • Multiple supported modalities (text, image, video input) in one model
  • Diffusers-native integration with safetensors checkpoints
  • Reference-guided generation allows consistent characters across clips

Cons

  • License is non-standard ('other') — check the model card before commercial use
  • Joint audio-video generation is computationally heavier than video-only alternatives
  • No GGUF quantization in the base repo; running full weights needs substantial VRAM
  • Community quantized variants may have audio degradation vs. original weights

Tags

minimax-h3diffuserssafetensorstext-to-videoimage-to-videoimage-text-to-videovideo-to-videotext-to-audio-videoimage-to-audio-videoimage-text-to-audio-videovideo-to-audio-videoaudio-to-audio-videoaudio-video-generationmultimodalsynchronized-audio-videoreference-to-audio-videolicense:otherregion:us