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 glad you're interested in our workshop on leadership skills! We've received great feedback on the program, and I'm happy to answer any questions you may have about the content or schedule. Would you like me to send you more information?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's concern and the offer to accommodate their needs show a basic level of respect. The sentence is direct and lacks additional warmth or formality, but it communicates a willingness to help. The use of "I've checked" and "it would be best if you could confirm" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


I don't have time to deal with your complaint about the defective camping stove. It's clearly stated in the warranty that you're responsible for any damages during use.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive tone and lack of empathy. The use of "I don't have time" implies that the customer's concern is an inconvenience, and the phrase "you're responsible for any damages" shifts the blame onto the customer, rather than offering a solution or apology. The tone is blunt and unhelpful, showing no consideration for the customer's feelings or experience.
Your integration training session will be scheduled within the next two weeks. Please check your email for the exact date and time.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral." The sentence is purely informational, providing the facts about the training session without any emotional undertones. There are no phrases that express politeness or rudeness; it's a straightforward statement. The tone is impersonal and focused solely on conveying the necessary information.
I'm glad you're interested in our workshop on leadership skills! We've received great feedback on the program, and I'm happy to answer any questions you may have about the content or schedule. Would you like me to send you more information?	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and gratitude for the customer's interest, while also providing helpful information and a clear call to action. The tone is welcoming and supportive, showing a genuine willingness to assist the customer and enhance their experience.
They have a variety of products available.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is straightforward, factual, and lacks emotional undertones, making it neutral.
I've checked our flight schedules, and it seems we have a limited number of seats available on your preferred date. I can try to accommodate you, but it would be best if you could confirm your booking as soon as possible.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's concern and the offer to accommodate their needs show a basic level of respect. The sentence is direct and lacks additional warmth or formality, but it communicates a willingness to help. The use of "I've checked" and "it would be best if you could confirm" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.