NodeValid

Published video-model weights, licences and hardware notes

Why one repository publishes two hardware answers

One repository states that its smallest release runs on a consumer 4090, and that other commands in the same repository require at least 80GB of VRAM. Those describe different commands, and a reader who takes away one number has the wrong one half the time. As of 2026-09-12.

The two hardware figures published in one repository, and what each applies to. Recorded 2026-09-12.
ItemWhat is publishedDetail
Smallest releaseA consumer 4090Text and image to video, 5B
Other commandsAt least 80GB of VRAMStated in the same repository
Gap between themA desktop against a rented serverNot a rounding difference

Inclusion rule. Both figures are recorded as stated. The register does not resolve them into a single requirement. Order. From the smallest requirement to the largest.

1Recording both, because picking one would mislead

Picking the consumer figure would make local deployment sound easy; picking the 80GB figure would make it sound out of reach. Both appear in the same document and they apply to different commands, so the register carries both and says which is which.

Resolving them would require deciding which command a reader intends to run, which is a decision about their project rather than a fact about the repository.

2Open weights do not have one hardware answer

The useful generalisation is not a number but a shape: a family of published models spans from a card somebody owns to a server somebody rents, and the label open source covers the whole range without distinguishing it.

Anyone budgeting a local deployment has to pick a specific release and a specific command before any hardware figure means anything, and this page exists to make that unavoidable.

3The other repository takes the opposite approach

No stated minimum at all, and distilled and fp8 variants published specifically to run in less memory. That is intent rather than specification, and it leaves a reader to find their own floor by trying.

Neither approach is better. A stated figure can be wrong for your command; an unstated one cannot be wrong and cannot be planned against either.

  • 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
  • Hardware
    Other commands in the same repository state a requirement of at least 80GB of VRAMthe larger modelsWan-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: Clip length, Buy or run, Two kinds of open.