Berkeley Lab deploys Meta models inside DOE's Genesis Mission
SYNAPS-I fine-tunes SAM 3 and DINOv3 on beamline data, then runs them across 300 Nvidia A100 GPUs inside government infrastructure.
By Ryan Merket · Published
Primary source: Meta AI
Why it matters
Genesis is becoming a federal distribution channel for AI that can run behind government firewalls. Meta's deployment shows where open model weights can beat cloud-only APIs: sensitive, specialized workloads that institutions must operate themselves.
Alex Hexemer, the Berkeley Lab scientist leading the SYNAPS-I project, is using Meta's SAM 3 and DINOv3 vision models to turn raw X-ray scans into labeled, three-dimensional images while experiments are still running. Meta detailed the deployment in a July 21st blog post, positioning the work as an early implementation of the Department of Energy's Genesis Mission.…
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