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


Congratulations on joining our water sports team! We're excited to have you on board and look forward to seeing you improve your skills. If you need any assistance or have questions, please don't hesitate to reach out.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite" because it acknowledges the customer's query and expresses a willingness to assist. The tone is direct and lacks warmth or formality, but it communicates a basic level of respect. The use of "I'll be happy to assist" is a somewhat courteous phrase that shows a commitment to helping the customer, but it doesn't go beyond that to make it fully polite.


Our botanical garden is open from 9 am to 5 pm daily. Admission is free, and guided tours are available upon request.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it provides factual information about the garden's hours and services without any emotional undertones or attempts at politeness. The tone is impersonal and focused solely on conveying necessary details.
We're not going to give you a refund for that broken TV just because you don't like the color. You should have read the description more carefully before buying it.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive and unsympathetic tone, as well as its confrontational language, such as "We're not going to" and "You should have". The response shows a lack of empathy and a willingness to argue with the customer, rather than attempting to resolve the issue in a constructive manner.
The clinic has good working hours.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This statement is straightforward, factual, and doesn't convey any emotion or opinion, making it neutral.
I'll be happy to assist you with your query about our current sales. Can you please provide me with more information about what you're looking for?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite" because it acknowledges the customer's query and expresses a willingness to assist. The tone is direct and lacks warmth or formality, but it communicates a basic level of respect. The use of "I'll be happy to assist" is a somewhat courteous phrase that shows a commitment to helping the customer, but it doesn't go beyond that to make it fully polite.
Congratulations on joining our water sports team! We're excited to have you on board and look forward to seeing you improve your skills. If you need any assistance or have questions, please don't hesitate to reach out.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and welcomes the customer with a positive tone. The phrase "We're excited to have you on board" shows genuine interest in their participation, and the offer to "reach out" for assistance or questions demonstrates a willingness to help and support the customer. The overall tone is friendly and encouraging, making it a polite interaction.