MODEL PROFILE

MiniMax-H3-Motion-Adapter

MATLOWAI · MiniMax-H3-Motion-Adapter

A rank-16 LoRA that makes the de-rope pass in ComfyUI-MAINodes behave better on fast motion. It needs that pass; it is not a general-purpose motion LoRA. Watch the bottom two panels, not the stills. Without the adapter the fighters advance and snap, advance and snap, frame to frame. With it they keep moving. Rate 1.011 means the motion comes out at the speed the shot called for; 1.416 means the pass invented about 40 percent more movement than it should have. Two things this exhibit is not. It is not the adapter on its own: the stretched clock comes from the ComfyUI-MAINodes de-rope pass, and the adapter only changes how the model behaves once that pass has stretched it. Load this file on a plain text-to-video render and you get the costs listed below with none of the benefit. And the settings shown here are 0.75 / inject 0.30, the lower-invention cell; see "Settings that work" for when to prefer strength 1.0.

Video generationlicense:mit
Context windowNot disclosed
Input → OutputImage → Video
Model weightsNot verified
Profile updated2026/11/2 19:16:04
OVERVIEW

Model overview

A rank-16 LoRA that makes the de-rope pass in ComfyUI-MAINodes behave better on fast motion. It needs that pass; it is not a general-purpose motion LoRA. Watch the bottom two panels, not the stills. Without the adapter the fighters advance and snap, advance and snap, frame to frame. With it they keep moving. Rate 1.011 means the motion comes out at the speed the shot called for; 1.416 means the pass invented about 40 percent more movement than it should have. Two things this exhibit is not. It is not the adapter on its own: the stretched clock comes from the ComfyUI-MAINodes de-rope pass, and the adapter only changes how the model behaves once that pass has stretched it. Load this file on a plain text-to-video render and you get the costs listed below with none of the benefit. And the settings shown here are 0.75 / inject 0.30, the lower-invention cell; see "Settings that work" for when to prefer strength 1.0.

Key features

特点摘要待依据来源补齐,不凭模型名称推断能力。

Limitations & considerations

Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.

PRICING & COST

Source prices & cost analysis

Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.

Source / channelInputOutputBilling unitCollected at
No verified prices yet. Check the source channel.

Estimate monthly base token costs

—

Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.

INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

View full indexed rankings →

Frequently asked questions

Do open weights permit free commercial use?

Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.

Are these real-time billing prices?

These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.

Sources & traceability

许可证:mit。模型介绍与第三方评测均以原来源的具体版本和方法为准。