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Gretel Blog
Learn more about Synthetic Data from Gretel experts – engineers, data scientists and our AI research team.
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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 reflection.
Synthetics
AI
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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Navigator Fine Tuning is Now Generally Available
Navigator Fine Tuning is Now Generally Available
Generate domain-specific tabular datasets with multiple modalities.
Fine Tuning
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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.
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
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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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The explosion of small language models (SLMs) and license confusion
The explosion of small language models (SLMs) and license confusion
Rapid SLM releases highlight the need for clarity on licenses + lineage, which are crucial for enterprises navigating open-weight models and synthetic data ownership
Open Source
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How to Create High Quality Synthetic Data for Fine-Tuning LLMs
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%.
Privacy
LLMs
Synthetics
An Awesome Synthetic Multilingual Prompts Dataset
An Awesome Synthetic Multilingual Prompts Dataset
Gretel's latest open synthetic dataset aims to enhance LLM interactions and contributes to the popular 'awesome-chatGPT-prompts' GitHub repository.
Open Source
Synthetics
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Introducing Gretel MLOps
Introducing Gretel MLOps
Use Gretel's synthetic data platform to replace, augment, or balance training datasets within MLOps pipelines like Vertex AI, Azure ML, and Amazon SageMaker.
Machine Learning
AI
Synthetics
Fine-Tuning Gretel Navigator To Generate Highest Quality Domain-Specific Synthetic Data
Fine-Tuning Gretel Navigator To Generate Highest Quality Domain-Specific Synthetic Data
Gretel Navigator now enables fine tuning for tabular datasets containing numeric, categorical, free text, JSON, and sequential (time series) data.
LLMs
Navigator
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