# Training Data Generator

> Synthetic Data Generator for AI Translation Fine-Tuning

URL: https://store.crowdin.com/synthetic-data-generator
Category: AI
Type: App
Author: Crowdin

Fine-tuning AI is a powerful way to improve its performance on translation and linguistic tasks. However, collecting training data can be a time-consuming process for linguists, often requiring numerous edits before AI starts adapting to the right translation patterns.

The Synthetic Data Generator app streamlines this process. When a linguist identifies a repetitive mistake in AI translations, they can easily describe the issue within the app. The app then generates a synthetic dataset for training, helping to quickly produce a variety of examples that demonstrate the correct translation approach.

## Key Features:

 - Generate Synthetic Data: Describe a translation issue and automatically generate training data.
Edit and Review: Review and fine-tune the generated synthetic data before adding it to your Translation Memory (TM).
 - Translation Memory Integration: Store synthetic data in a dedicated TM for future use in AI model fine-tuning.
 
Note: Please configure the app in the project Tools section before linguists can start using it directly in the Crowdin Editor.

## Screenshots
![Synthetic data generator configuration in Crowdin](https://developers.app.crowdin.net/api/media/file/b4c37879-39c5-4f3f-92e5-ca37e5b13291.png)
![Welcome screen of the synthetic data generator](https://developers.app.crowdin.net/api/media/file/196e23a8-bab3-4066-872c-f72effe1fdda.png)
![Synthetic data generator results preview](https://developers.app.crowdin.net/api/media/file/a8fb63d6-d3c0-419d-8761-587744c5a9eb.png)