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Privacy

How to Create High Quality Synthetic Data for Fine-Tuning LLMs

Gretel Navigator’s synthetic data generation outperformed OpenAI's GPT-4 by 25.6%, surpassed Llama3-70b by 48.1%, and exceeded human expert-curated data by 73.6%.
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Copyright © 2022 Gretel.ai

How to Generate Synthetic Data: Tools and Techniques to Create Interchangeable Datasets

Synthetic data is algorithmically generated data that mirrors the statistical properties of the dataset it’s based on. Learn how to make high-quality synthetic data.
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AWS + Gretel Synthetic Data Accelerator Program for Generative AI

How our new Synthetic Data Accelerator Program with AWS will help enterprises scale responsible AI systems fast.
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Copyright (c) 2021 Gretel.ai

Advanced Data Privacy: Gretel Privacy Filters and ML Accuracy

A look at how using Gretel’s Privacy Filters to immunize synthetic datasets against adversarial attacks can impact machine learning accuracy.
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Deep dive on generating synthetic data for Healthcare

Take a deep dive on training Gretel’s open-source, synthetic data library to generate electronic health records that protect individual privacy (PII).
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Contact Tracing: Deep Dive & Simulation

We decided to examine the privacy preserving capabilities of the Contact Tracing proposal, how it would be implemented, and what privacy concerns exist.
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(c) Gretel.ai

What's new in Beta2

Beta2 for Gretel.ai is all about delivering privacy engineering as a service through clean, simple APIs.
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Copyright © 2022 Gretel Labs. All rights reserved.

What We’re Reading: Trends & Takeaways from the NeurIPS 2021 Conference

The Gretel research team's favorite trends and takeaways from the NeurlPS 35th Annual Conference on Neural Information Processing Systems.
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Gretel Synthetics: Introducing v0.10.0

Explore how to create a batch interface with the latest version of Gretel Synthetics on Google Colaboratory.
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Copyright 2021 Gretel

Introducing Gretel's Privacy Filters

Create synthetic data that’s safer than ever. Our simple configuration file settings enable you to secure both your data and model from adversarial attacks.
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