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Gretel Blog
Learn more about Synthetic Data from Gretel experts – engineers, data scientists and our AI research team.

Privacy-preserving AI development with Azure & Gretel
Privacy-preserving AI development with Azure & Gretel
Leveraging Gretel's privacy-preserving synthetic data generation platform to fine-tune Azure OpenAI Service models in the financial domain.
Privacy
Finance
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Build high-quality datasets for AI using Gretel Navigator Data Designer
Build high-quality datasets for AI using Gretel Navigator Data Designer
Gretel announces Data Designer for building high-quality, custom synthetic datasets with Navigator. Improve AI models on domain specific tasks and reasoning.
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GLiNER Models for PII Detection through Fine-Tuning on Gretel-Generated Synthetic Documents
GLiNER Models for PII Detection through Fine-Tuning on Gretel-Generated Synthetic Documents
Gretel fine-tuned, synthetically-enhanced GLiNER models for better PII & PHI detection—datasets included.
Gretel Open
Open Source
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Fine-tuning Models for Healthcare via Differentially-Private Synthetic Text
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
Synthetics
AI
Healthcare
Privacy
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GSM-Symbolic: Analyzing LLM Limitations in Mathematical Reasoning and Potential Solutions
GSM-Symbolic: Analyzing LLM Limitations in Mathematical Reasoning and Potential Solutions
What The Recent Paper on LLM Reasoning Got Right—And What It Missed.
Synthetics

Gretel Featured in LinkedIn's Top 50 U.S. Startups of 2024
Gretel Featured in LinkedIn's Top 50 U.S. Startups of 2024
Gretel, a leader in privacy-preserving AI and synthetic data generation, has been named one of LinkedIn’s Top U.S. Startups
Company News
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Teaching AI to Think: A New Approach with Synthetic Data and Reflection
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.
Synthetics
AI
Gretel Open

Gretel's Workflow Builder Streamlines Multi-Step Synthetic Data Generation for Financial Services
Gretel's Workflow Builder Streamlines Multi-Step Synthetic Data Generation for Financial Services
Gretel's Workflow Builder streamlines multi-step synthetic data generation for financial services, boosting privacy and efficiency with no coding required.
Finance
Workflows
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Privacy-First Chatbot Enhancement in Finance with Databricks and Gretel
Privacy-First Chatbot Enhancement in Finance with Databricks and Gretel
Enhance finance chatbots with privacy-first synthetic data using Gretel and Databricks to boost performance while ensuring compliance with privacy regulations.
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Tabular Fine-Tuning is Now Generally Available
Tabular Fine-Tuning is Now Generally Available
Generate domain-specific tabular datasets with multiple modalities.
Fine-Tuning

Machine Learning Accuracy Using Synthetic Data
Machine Learning Accuracy Using Synthetic Data
Can synthetic data really be used in machine learning? We explore the utility of synthetic data created from popular datasets and tested on popular ML algorithms.
Data science
Machine Learning
Synthetics
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Addressing Concerns of Model Collapse from Synthetic Data in AI
Addressing Concerns of Model Collapse from Synthetic Data in AI
How thoughtful, high-quality synthetic data generation, rather than 'indiscriminate' use, can prevent model collapse.
Open Source
Synthetics
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