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%.
Read more...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.
Read more...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.
Read more...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.
Read more...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).
Read more...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.
Read more...What's new in Beta2
Beta2 for Gretel.ai is all about delivering privacy engineering as a service through clean, simple APIs.
Read more...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.
Read more...Gretel Synthetics: Introducing v0.10.0
Explore how to create a batch interface with the latest version of Gretel Synthetics on Google Colaboratory.
Read more...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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