The use case: how Prima Mente deploys Nebius AI Cloud
Prima Mente trains large biological foundation models (the Pleiades series) on methylation and other multi-omic data using a reserved multi-node GPU cluster on Nebius. The cluster supports long pre-training runs and experiments as the team scales model size.
More reported results
Figures published in Nebius AI Cloud’s case study. They are not independently measured by usedby.
low-level optimizations resulted in a 10x scale-up of Prima Mente's ablation model from 1B to 10B parameters in just a few weeks
processing 1.19 million tokens/s on 16 nodes
In the customer’s words
Having a partner like Nebius that helps us move faster without downtime means we can shorten training cycles,Nebius AI Cloud users in Biotech & Pharma
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Based on Nebius AI Cloud’s published case study. We check the public evidence; the results are reported by the vendor.
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- Oct 7, 2026
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- The figure: 12%Checked
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- Prima Mente uses Nebius AI CloudChecked
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With a 32-GPU reserved cluster in Nebius, Prima Mente amped up pre-training throughput by 12%, processing 1.19 million tokens/s on 16 nodes, a critical step in their goal toward scaling model size from 7B up beyond 100B parameters.