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Gretel Blog
Learn more about Synthetic Data from Gretel experts – engineers, data scientists and our AI research team.
What is Data Acquisition?
What is Data Acquisition?
Learn the definition of data acquisition and get answers to FAQs regarding: What are data acquisition best practices, and more.
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What is Synthetic Data Generation?
What is Synthetic Data Generation?
Learn what is Synthetic Data Generation and get answers to FAQs regarding: What are the best practices in Synthetic Data Generation, and more.
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Detect and redact PII in free text with NER in Transform v2
Detect and redact PII in free text with NER in Transform v2
Ensure data quality and privacy by applying flexible de-identification and rule-based transformations to real and synthetic datasets.
NER
NLP
Transform
Generate Differentially Private Synthetic Text with Gretel GPT
Generate Differentially Private Synthetic Text with Gretel GPT
Safely leverage sensitive or proprietary text data for advanced language model training and fine-tuning
Privacy
Synthetics
Fine-Tuning CodeLlama on Gretel's Synthetic Text-to-SQL Dataset using AWS SageMaker JumpStart
Fine-Tuning CodeLlama on Gretel's Synthetic Text-to-SQL Dataset using AWS SageMaker JumpStart
Fine-tune CodeLlama with Gretel's Synthetic Text-to-SQL on BIRDBench, achieving a 36% relative improvement in EX and 38% in VES.
Open Source
LLMs
Synthetics
What is Data Anonymization?
What is Data Anonymization?
Everything you need to know about anonymizing data and the techniques for mitigating privacy risks.
Compliance
Data science
Privacy
Synthetics
Security
Gretel partners with Google Cloud to develop native synthetic data integration, achieves BigQuery designationÂ
Gretel partners with Google Cloud to develop native synthetic data integration, achieves BigQuery designationÂ
‍Gretel today announced that it has successfully achieved Google Cloud Ready - BigQuery designation.
Synthetics
Introducing world's largest synthetic open-source Text-to-SQL dataset
Introducing world's largest synthetic open-source Text-to-SQL dataset
Gretel releases largest open source Text-to-SQL dataset to accelerate AI model training
Open Source
Synthetics
What is Synthetic Data?
What is Synthetic Data?
Synthetic data is artificially annotated information that is generated by computer algorithms or simulations, commonly used as an alternative to real-world data.
Synthetics
Privacy
Data science
Machine Learning
RAG Model Evaluation with Azure AI and Gretel Navigator
RAG Model Evaluation with Azure AI and Gretel Navigator
Leveraging Gretel Navigator to Create Diverse and Quality-Driven Question-Truth Pairs for RAG Evaluation
RAG
What is Retrieval Augmented Generation?
What is Retrieval Augmented Generation?
Learn what is Retrieval Augmented generation (RAG) and get answers to FAQs regarding: What are the best practices in Retrieval Augmented Generation, and more.
Data
AI
How to Improve RAG Model Performance with Synthetic Data
How to Improve RAG Model Performance with Synthetic Data
Effective strategies for leveraging high-quality synthetic data to improve RAG model performance.
AI
Data
LLMs
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