/plushcap/analysis/gretel-ai/gretel-ai-model-suites-for-synthetic-data-generation

Introducing Model Suites for Synthetic Data Generation

What's this blog post about?

Gretel's latest innovation is Model Suites for synthetic data generation, which simplifies the process of creating high-quality synthetic data while addressing critical challenges like licensing and compliance. The future of generative AI applications and services will be compound, integrating multiple tools and models working together in a coordinated way, rather than relying on single large language models. Compound AI systems are designed to tackle complex tasks using multiple interacting components, including multiple calls to models, retrievers, or external tools. Gretel's Navigator is a first compound AI system purpose-built for generating and iterating on synthetic data, providing state-of-the-art (SOTA) tools to help teams eliminate bottlenecks. Model Suites offer curated collections of tools and models designed to simplify model selection, ensure license compliance, guarantee quality, offer flexibility, provide transparency, and make it easy for users to navigate complex licensing complexities while maintaining flexibility, compliance, and high-quality synthetic data generation.

Company
Gretel.ai

Date published
Dec. 11, 2024

Author(s)
Yev Meyer, Kirit Thadaka

Word count
1818

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.