NodeValid

Published video-model weights, licences and hardware notes

What the repository says you can run on one card

The smallest published model in this register is a 5B text-to-video and image-to-video model at 720P and 24fps. The repository states it runs on consumer-grade cards such as a 4090, producing a five-second 720P clip in under nine minutes on a single GPU. As of 2026-09-12.

The hardware and timing figures the repository publishes for its smallest model. Recorded 2026-09-12.
ItemWhat is publishedDetail
Model5B, text and image to video720P at 24fps
Card namedA consumer 4090The vendor's own example
Stated timeUnder nine minutesFive seconds of 720P output

Inclusion rule. Figures stated in the vendor's own repository. Community benchmarks are not recorded. Order. As the repository presents them.

1Nine minutes for five seconds is the ratio that matters

Read as a ratio that is roughly a hundred seconds of compute for one second of output. Against a per-second price it is the number that decides whether local generation is cheaper, and it is the only timing figure published anywhere in this register.

It is also the vendor's own figure on the vendor's chosen command, which makes it a friendly case rather than an average. A planner should treat it as the shape of the answer rather than as their answer.

2A named card is more useful than a VRAM number

Saying a 4090 tells a reader immediately whether they have one or can rent one. A memory figure alone leaves them estimating, and estimating badly is how a plan ends up on hardware that swaps.

The same repository also states a much larger requirement for other commands, which is why this register keeps both figures rather than reporting whichever is more convenient.

3What running locally replaces and what it does not

It replaces a per-second rate with hardware, electricity and somebody's time. For a continuous workload that can be cheaper; for bursts it usually is not, because the card is idle between them and the rate is not.

It does not replace the version being sold. The published model here is a generation behind what the hosted tiers run, so this is a different product at a different cost rather than the same product cheaper.

  • Hardware
    The repository states TI2V-5B runs on consumer-grade graphics cards such as a 4090, generating a 5-second 720P video in under 9 minutes on a single consumer GPUvendor's own figureWan-Video, Wan2.2 repository / recorded 2026-09-12
  • Smallest published model
    A 5B text-to-video and image-to-video model at 720P and 24fpsTI2V-5BWan-Video, Wan2.2 repository / recorded 2026-09-12

4Sources

Repository statements and hosted rates are linked from the model pages and the how read page, checked 2026-09-12. Hardware figures are set out on requirements. Nearby: 4090 or 80GB, Clip length, Buy or run.