Model reference · open weights

omni-dreams-models

omni-dreams-models is an open-weight video model from nvidia, 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 nvidia 1 variants 17k downloads/mo
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

Specifications

What it is

Makernvidia
TypeVideo models
Variants1
Runs withcosmos
Based onnvidia/Cosmos-Predict2.5-2B
Released2026-04-21
Popularity17k downloads / month
Likes43
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
omni-dreams-modelsBF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

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

Details

Languages, data & research

Tags

cosmos world-model autonomous-driving diffusion-transformer image-to-video

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

Want omni-dreams-models on EU-owned hardware?

Request a licence + hosting quote See what’s served now

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