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Gretel Blog
Learn more about Synthetic Data from Gretel experts – engineers, data scientists and our AI research team.
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
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
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
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
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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Navigator Fine Tuning is Now Generally Available
Navigator 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
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.
LLMs
Open Source
Synthetics
Synthesizing Private Patient Data with Gretel: A Step-by-Step Guide
Synthesizing Private Patient Data with Gretel: A Step-by-Step Guide
Create privacy-safe synthetic patient data with Gretel, ensuring compliance, secure sharing, and actionable insights for AI and machine learning in healthcare.
Healthcare
Privacy
Transform
Synthetics
Gretel’s New Data Privacy Score
Gretel’s New Data Privacy Score
Gretel releases industry standard synthetic tabular data privacy evaluation and risk-based scoring system.
Privacy
AI
Compliance
Security
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