Back to all posts

Heald

Fine-Tuning CodeLlama on Gretel's Synthetic Text-to-SQL Dataset using Amazon 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.
Read more...

Gretel announces partnership with Databricks to improve Enterprise AI performance

Gretel partners with Databricks to seamlessly integrate synthetic data workflows and improve model performance for Enterprise AI.
Read more...

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.
Read more...

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%.
Read more...

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.
Read more...

Generate textbook-quality synthetic data for training LLMs and SLMs

How to use Gretel Navigator for generating diverse, high-quality training data to create better language models.
Read more...

Nail Synthetic Data Generation Every Time with Gretel Tuner

Automate hyperparameter sweeps to create the best synthetic data for your task 🧹
Read more...

Filling in sparse tables with Gretel Navigator

How to automatically generate missing tabular data that maintains contextual relevance.
Read more...

Differential Privacy and Synthetic Text Generation with Gretel: Making Data Available at Scale (Part 1)

How differential privacy can generate provably private synthetic text data for a variety of enterprise AI applications.
Read more...

How to Improve RAG Model Performance with Synthetic Data

Effective strategies for leveraging high-quality synthetic data to improve RAG model performance.
Read more...