With Sarus, unleash the full potential of sensitive data. Start doing Research, Analytics, or AI instantly while keeping data secure.

In your infrastructure, you will just have to install the Sarus app and use Sarus python SDK to launch FT jobs with privacy guarantees. Sarus leverages the available GPU when needed.

Abstract Based on work done on Differentially Private In Context Learning (DP-ICL), we developed an tested an algorithm that enables DP on Retrieval Augmented Generation (RAG). …

Get started main.py 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 from sarus.sklearn.ensemble import RandomForestClassifier from sarus.metrics import accuracy_score df = …

Sarus enables practitioners to work on personal data without ever accessing it. It works as a data access service that filters queries and enforces the highest standards of privacy.

Deep dive into the use of Sarus within Azure Confidential Clean Rooms to combine privacy-sensitive data from multiple parties.

You can easily deploy Arena on any kubernetes cluster or try as a SaaS product at: https://arena.sarus.app/. Using Arena for PII removal Sarus Arena can be used to remove PII …

Key features Sarus combines a unique set of features to streamline and secure all your Analytics and AI projects with the minimum of friction.

Any improvement in the way paediatricians get access to information about the patients and the way they respond can improve waiting times and the overall quality of service on May app. …

Build a data pipeline with Sarus, relying on Differentially Private (DP) Synthetic Data, so no private data is exposed. Fine-Tune a pre-trained LLM such as Mistral or Llama 3 and output a …