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 upcoming workshop on leadership skills. We've received great feedback from previous attendees, and I think you'll find it very informative and engaging. Would you like me to reserve a spot for you?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's inquiry shows 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'll need to check" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


Are you seriously complaining about the price of a drink? It's not like we're charging you to breathe.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive and condescending tone. The use of "seriously complaining" implies that the customer's concern is unwarranted, and the comparison to breathing is an exaggeration that belittles the customer's legitimate question. The overall tone is abrupt and shows no willingness to engage with the customer's issue in a constructive manner.
I'm glad you're interested in our upcoming workshop on leadership skills. We've received great feedback from previous attendees, and I think you'll find it very informative and engaging. Would you like me to reserve a spot for you?	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and appreciation for the customer's interest, while also providing helpful information about the workshop. The phrase "I think you'll find it very informative and engaging" shows a positive tone and a willingness to support the customer's learning goals.
I'll need to check our inventory for the toy you're looking for, but I can try to special order it for you if it's not in stock.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's inquiry shows 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'll need to check" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
Beautiful gardens, lovely experience overall! Wonderful!	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is warm and appreciative, using positive adjectives like "beautiful" and "lovely." It expresses a general sense of satisfaction, making it clearly polite.
We appreciate your interest in our water sports program. I'd be happy to provide you with information about our upcoming events and training sessions. Please let me know how I can assist you further.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses gratitude for the customer's interest, shows a willingness to provide helpful information, and uses a friendly tone. The phrase "I'd be happy to" adds a courteous touch, making the customer feel valued and supported.