Synthetic Data Generator

Use Language Models to Create Datasets for Specified Labels and Categories

Setup & Configure

Use Case

Labels

Use a colon to separate each label and its description as in 'label: description.'

Examples

Guiding Examples

Include all examples in this box. For each example, provide a LABEL, CATEGORY, TYPE, OUTPUT, and REASONING.

Example

Language Model

Visit Llama 3.2 and Gemma 3, and submit an access request for these gated Hugging Face repositories.

Model

Maximum Number of New Tokens

Hugging Face Token

Enter a 'Read' Hugging Face token to access gated language models, or a 'Write' token to push the generated data to Hugging Face.

Generate & Export

Status

Actions

Enter the number of rows for the generated dataset, and optionally a Hugging Face repo ID.

Sample Size

Save Reasoning

Hugging Face Repo ID (Optional)

Make Repository Public

Sample Output


I'm so glad you're excited about joining our ski club! We can't wait to have you on the slopes. Let us know if you have any questions about our programs or need help with gear recommendations.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and a welcoming tone, making the customer feel valued and appreciated. The use of "I'm so glad" and "can't wait" shows genuine excitement and friendliness, while the offer to help with gear recommendations demonstrates a willingness to assist the customer and enhance their experience.


That's a ridiculous excuse for missing equipment.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is dismissive and confrontational, with a phrase like "ridiculous excuse," which shows a lack of respect and tact, making it impolite.
I'm so glad you're excited about joining our ski club! We can't wait to have you on the slopes. Let us know if you have any questions about our programs or need help with gear recommendations.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and a welcoming tone, making the customer feel valued and appreciated. The use of "I'm so glad" and "can't wait" shows genuine excitement and friendliness, while the offer to help with gear recommendations demonstrates a willingness to assist the customer and enhance their experience.
Look, if you can't even be bothered to learn the basics of design, maybe you shouldn't be trying to create a logo.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive tone and direct insult, implying that the person lacks fundamental skills. The use of "can't even be bothered" is a condescending phrase that belittles the person's efforts, and the sentence as a whole shows a lack of professionalism and empathy.
I don't have time to spoon-feed you, figure out the basics of coding on your own before attending our bootcamp.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone and a condescending phrase ("spoon-feed you") to belittle the customer's abilities. The language is blunt and shows a lack of consideration for the customer's feelings or needs, making it impolite.
Your rental car will be ready at the specified time. Please check the provided documents for any additional information.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it provides a straightforward statement about the rental car's availability and includes a factual instruction for the customer. There are no phrases that express politeness or rudeness, and the tone is impersonal and focused solely on conveying the necessary information.