Model reference · open weights

MiniMax-H3-Lora-Pruned-ComfyUI

MiniMax-H3-Lora-Pruned-ComfyUI is an open-weight video model from Abiray, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Licence fee required Video Abiray 1 variants 21k downloads/mo
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

About

What MiniMax-H3-Lora-Pruned-ComfyUI is

MiniMax-H3 Turbo LoRA (ComfyUI Pruned) This is a ComfyUI-ready, pruned version of the MiniMax-H3 Turbo LoRA. It is designed to dramatically accelerate both video and audio generation for the MiniMax-H3 model. By using this adapter, you can drastically cut down the required sampling steps while still generating native, synchronized 32kHz stereo audio alongside your video. 🙏 Acknowledgements & Credits Original Trainer & Model Creator: larryvrh/MiniMax-H3-Turbo-Lora 🚀 What Makes This Version Different? The initial release of this LoRA required a standalone custom Python script because standard ComfyUI samplers struggled to handle the dual-schedule (video + audio) mechanics without blowing out the audio track. This specific .safetensors file has been structurally pruned and reformatted so it works seamlessly inside standard ComfyUI workflows. You can load it using a standard Load LoRA node. It is optimized to run alongside the pruned or curve-form MiniMax-H3 checkpoints designed for ComfyUI. 📁 Installation & Setup To get started, simply download LoRA file and place it into your ComfyUI models directory: ComfyUI/models/loras/ Workflow in the repo https://huggingface.co/Abiray/MiniMax-H3-Turbo-Lora-ComfyUI/blob/main/MinimaxH3turboworkflow.json ⚙️ Recommended ComfyUI Settings For the best visual quality and properly synced audio, we highly recommend dialing in the following parameters in your workflow: Base Model: Use the pruned or curve-form MiniMax-H3 ComfyUI checkpoint. Video Sigma Shift: 12 Audio Sigma Shift: 6 Steps: 8 to 12 Sampler: resmultistep LoRA Strength: 0.8 to 1.8 💡 Pro-Tip on Steps vs. Strength: You can generally reduce your sampling steps even further by cranking up the LoRA strength. If you are comparing different models or files, make sure to lock in your seed, prompt, resolution, sampler, and workflow to ensure a fair test. Want to speed up your generation times even more? This workflow has been tested and confirmed to work with the following optional ComfyUI attention and execution accelerators: SageAttention Sol Attention Gradient Spectrum 🔊 Audio Troubleshooting & Mismatches Because MiniMax-H3 synthesizes video and audio simultaneously using two co

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

MakerAbiray
TypeVideo models
Variants1
Runs withdiffusers
Based onMiniMaxAI/MiniMax-H3
Released2026-08-06
Popularity21k downloads / month
Likes48
LicenceCommercial licence needed

How it works

How video models work

Prompt / imagestart pointTemporal diffusionframes over timeVideoMP4 clipA video model generates a sequence of coherent frames from your prompt or a starting image.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
MiniMax-H3-Turbo-Lora-Pruned-ComfyUIBF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys minimax-h3-lora-pruned-comfyui for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (minimax-h3-lora-pruned-comfyui below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/videos/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"minimax-h3-lora-pruned-comfyui","prompt":"a drone shot over a forest"}'

Details

Languages, data & research

Tags

diffusers text-to-video image-to-video image-text-to-video video-to-video text-to-audio-video multimodal comfyui

Licence

Commercial licence needed

The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗

Sources

Weights & code

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