Model reference · open weights

minimax-h3-4step-lora-flashgen

minimax-h3-4step-lora-flashgen is an open-weight video model from Beidouqixing, 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.

NEW · released this week Video Beidouqixing 1 variants 2k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What minimax-h3-4step-lora-flashgen is

MiniMax-H3 4-Step LoRA (FlashGen) 4-step distilled LoRA for MiniMax-H3 text-to-video+audio (T2VA). Trained on Ascend NPU with data-free distillation; merge into the base model and inject baseschedule before vllm-omni / MindIE-SD deployment. Files Training config Usage Requires base model MiniMaxAI/MiniMax-H3. Merge with mergelorackpt.py before vllm-omni / MindIE deployment: Deployment (MindIE-SD / vllm-omni) For Ascend NPU inference and serving, see the MindIE-SD deployment guide: - MiniMax-H3 推理部署文档(含 4 步蒸馏权重合并与启动) - MindIE-SD 仓库:Ascend/MindIE-SD

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

Specifications

What it is

MakerBeidouqixing
TypeVideo models
Variants1
Runs withminimax-h3
Based onMiniMaxAI/MiniMax-H3
Released2026-08-24
Popularity2k downloads / month
Likes13
LicenceOpen weights

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-h3-4step-lora-flashgenBF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys minimax-h3-4step-lora-flashgen for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (minimax-h3-4step-lora-flashgen 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-h3-4step-lora-flashgen","prompt":"a drone shot over a forest"}'

Details

Languages, data & research

Languages

en zh

Tags

minimax-h3 lora t2va distillation 4step flashgen image-to-video en zh

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

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