# How Chef Robotics uses Anyscale

**16** A100 GPUs powering distributed VLA model training

As published on [anyscale.com](https://www.anyscale.com/resources/case-study/chef-robotics). Captured by usedby on 2026-10-20.

- Company: [Chef Robotics](https://www.usedby.ai/companies/chef-robotics.md)
- Tool: [Anyscale](https://www.usedby.ai/tools/anyscale.md)
- Teams: Applied AI, Autonomy

## The use case: how Chef Robotics deploys Anyscale

Chef Robotics trains and fine-tunes the foundation models behind its autonomous food assembly robots on Anyscale, using distributed multi-GPU clusters instead of manually provisioned GCP instances. Jobs are launched through the Anyscale CLI, with GPU capacity and spot or reserved instances managed by the platform.

Summary written by usedby from the source page, in English. The figures are those of Anyscale and Chef Robotics, not ours.

> Chef trains and fine tunes foundation models like Pi0 on Anyscale, launching jobs through the Anyscale CLI and monitoring progress through Weights and Biases and Anyscale's own tooling, resulting in an order of magnitude reduction in total training time.

> Anyscale took us from POC to full production with speed and reliability, driving down total training time by an order of magnitude. We no longer have to deal with spinning up machines, getting access to them, or handling restarts.
>
> Luis Rayas, CTO, Chef Robotics

Source: [anyscale.com](https://www.anyscale.com/resources/case-study/chef-robotics), captured 2026-10-20.

## Other companies using Anyscale

- [Attentive](https://www.usedby.ai/companies/attentive.md) — Confirmed
- [Bedrock Robotics](https://www.usedby.ai/companies/bedrock-robotics.md) — Confirmed
- [Bonsai](https://www.usedby.ai/companies/bonsai.md) — Confirmed
- [Canva](https://www.usedby.ai/companies/canva.md) — Confirmed
- [Coactive](https://www.usedby.ai/companies/coactive.md) — Confirmed
- [Geotab](https://www.usedby.ai/companies/geotab.md) — Confirmed

## What usedby checked

We compared the story with its live page on 2026-10-20.

- Checked: the figure 16 is on the page; its label is our wording.
- Checked: the passage quoted above is copied word for word from the page, near the name of Chef Robotics.
- Checked: Chef Robotics uses Anyscale. Confirmed line. Latest check across sources: 2026-10-20.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/chef-robotics-anyscale · How we check: https://www.usedby.ai/methodology