# Introducing the Synthetic Data Generator - Build Datasets with Natural Language

DevFeed: [Introducing the Synthetic Data Generator - Build Datasets with Natural Language](<https://devfeed.tech/articles/introducing-the-synthetic-data-generator-build-datasets-with-natural-language-7497.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/synthetic-data-generator>)

Author: David Berenstein; Sara Han Díaz; Leire Aguirre; Daniel Vila; Ame Vi; ben burtenshaw

Published: 2024-12-16T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [synthetic-data](<https://devfeed.tech/topics/synthetic-data.md>), [datasets](<https://devfeed.tech/topics/datasets.md>), [hugging face](<https://devfeed.tech/topics/hugging-face.md>), [argilla](<https://devfeed.tech/topics/argilla.md>), [distilabel](<https://devfeed.tech/topics/distilabel.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Fine-tuning](<https://devfeed.tech/topics/fine-tuning.md>), [API](<https://devfeed.tech/topics/api.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [argilla](<https://devfeed.tech/tags/argilla.md>), [data](<https://devfeed.tech/tags/data.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [distilabel](<https://devfeed.tech/tags/distilabel.md>), [fine-tuning](<https://devfeed.tech/tags/fine-tuning.md>), [hugging-face](<https://devfeed.tech/tags/hugging-face.md>), [llm](<https://devfeed.tech/tags/llm.md>), [rag](<https://devfeed.tech/tags/rag.md>), [synthetic](<https://devfeed.tech/tags/synthetic.md>), [synthetic-data](<https://devfeed.tech/tags/synthetic-data.md>)

## AI overview

Hugging Face introduces a Synthetic Data Generator that creates text classification and chat datasets from natural-language descriptions. The tool uses distilabel and the Hugging Face text-generation API, supports configurable models and providers, and can upload generated datasets after authentication.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.