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Synthetics

Building Datasets to Enable Safer AI Responses

Gretel releases an open synthetic dataset to align language models for safety.
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Introducing Model Suites for Synthetic Data Generation

A new standard for ensuring regulatory compliance and managing the complexities of compound AI systems.
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Teaching AI to control computers with Gretel Navigator on Amazon Bedrock

Use Gretel Navigator on Amazon Bedrock to create safe, scalable synthetic data for training AI to understand and execute tool commands.
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Sample-to-Dataset: Generate Rich Datasets from Limited Samples Using Data Designer

Seed to succeed: use the sample-to-dataset workflow to create diverse, large-scale synthetic datasets tailored to your needs with nothing but a few samples.
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Accelerating FinTech Innovation with Natural Language to Code

Train financial LLMs with Gretel's Synthetic Text-to-Python dataset to transform natural language into precise, domain-specific Python code for FinTech.
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Teaching AI to Think: A New Approach with Synthetic Data and Reflection

Gretel's synthetic GSM8k dataset shows an 84% improvement for AI Reasoning tasks vs synthetic data generated without the Reflection technique.
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Generate Differentially Private Synthetic Text with Gretel GPT

Safely leverage sensitive or proprietary text data for advanced language model training and fine-tuning
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Synthetic Data and the Data-centric Machine Learning Life Cycle

Gretel's synthetic data platform overcomes challenges across the data-centric machine learning life cycle to enable AI and ML solutions.
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Red Teaming Synthetic Data Models

How we implemented a practical attack on a synthetic data model to validate its ability to protect sensitive information under different parameter settings.
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Fine-tuning Models for Healthcare via Differentially-Private Synthetic Text

How to safely fine-tune LLMs on sensitive medical text for healthcare AI applications using Gretel and Amazon Bedrock
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