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What is Gretel?
Gretel offers a comprehensive suite of tools designed to facilitate the creation and management of synthetic data. It allows users to generate artificial datasets that statistically mirror real data, enabling innovation without compromising privacy. The platform provides APIs for training generative AI models, validating their performance, and generating synthetic data on demand.
Gretel is designed for deployment in various enterprise environments and offers integrations with major cloud providers such as Amazon AWS, Databricks, Google Cloud, and Microsoft Azure. The platform supports running in the cloud or on-premises, offering flexibility and control over data processing.
Features
- Generate: Create synthetic data from input prompts.
- Tabular Fine-Tuning: Create safe, synthetic versions of sensitive datasets.
- Transform: Flexible, rule-based data transformation.
- Workflows: Build synthetic data pipelines.
- Evaluate: Measure synthetic data quality.
- Gretel Cloud: Run synthetic data generation in the cloud, or on-premises, for scalable workloads.
- Gretel Navigator: Generate data from input prompts.
- API Access: Integrate Gretel's functionalities into existing workflows.
Use Cases
- Generate Safe Data
- Improve ML Performance
- Customize Language Models
- Creating Synthetic Time Series Data
- Creating Safe Synthetic Datasets for Genomics
FAQs
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What is a credit?
A credit is a simple unit measuring platform consumption. For our bulk generation and training jobs using Gretel Workflows 1 credit is equal to 5 minutes of cloud or local API duration. For inference jobs using Gretel Navigator, pricing is calculated based off of input and output characters, with 1 credit equal to 100k characters. -
How are credits calculated?
For Gretel Workflows, credit usage is based on the duration from the time you issue an API call until the point your tasks terminate, rounded up to the nearest minute. Each minute of API duration bills as 1/5th of a credit for cloud or local compute. For the Gretel Navigator Inference API, credits are calculated based off of the total number of input and output characters, with one credit equal to 100k characters. -
Do credits roll over?
The free credits included in your subscription are reset each month and do not roll over. -
How can I view my monthly usage?
Customers can view their API usage in the Console, including credits used and remaining, at daily granularity. Gretel will automatically email customers when they have used 75% and 100% of their monthly subscription credits. -
What if I go over my free monthly credits?
For additional credits beyond the free 15 month credits, please contact sales.
