# How Unum uses Nebius AI Cloud

As published on [nebius.com](https://nebius.com/customer-stories/unum). Captured by usedby on 2026-10-07.

- Company: [Unum](https://www.usedby.ai/companies/unum.md)
- Tool: [Nebius AI Cloud](https://www.usedby.ai/tools/nebius.md)

## What the story says

Unum, an AI research lab, trains and open-sources compact multimodal models for perception and search on Nebius, running some of its experiments there while using other cloud and on-premise environments for the rest of its workloads.

Summary written by usedby from the source page, in English. The figures are those of Nebius AI Cloud and Unum, not ours.

> For instance, Unum’s first collaborative model with Nebius, the UForm-Gen2, utilized Unum’s visual encoder, a text encoder and a decoder from Qwen by Alibaba Cloud. Training this hybrid model took approximately one day on eight NVIDIA H100s.

## What usedby checked

We compared the story with its live page on 2026-10-07.

- Checked: the passage quoted above is copied word for word from the page, near the name of Unum.
- Checked: Unum uses Nebius AI Cloud. Confirmed line. Latest check across sources: 2026-10-07.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/unum-nebius-2 · How we check: https://www.usedby.ai/methodology