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 had an incredible time at the resort, and the personalized service from the staff was truly exceptional. They made every effort to ensure our stay was nothing short of perfect.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive tone and lack of empathy for the customer's concerns. The phrase "I don't have time to listen" comes across as rude and unprofessional, while the comment about the customer's swimming ability is a personal attack that serves no constructive purpose. The tone is blunt and mocking, showing no willingness to address the issue in a helpful or respectful manner.


I've taken note of your feedback about our fusion menu, and I'll pass it along to our chef for consideration.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's feedback shows a basic level of respect, and the willingness to pass it along to the chef demonstrates a commitment to addressing their concerns. However, the response is direct and lacks additional warmth or formality, making it fall short of being fully polite.
I had an incredible time at the resort, and the personalized service from the staff was truly exceptional. They made every effort to ensure our stay was nothing short of perfect.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is warm and enthusiastic, expressing genuine appreciation for the service received. It conveys a positive sentiment with admiration, making it clearly polite. The tone is friendly and complimentary, with no negative undertones. The use of "incredible time" and "exceptional" highlights the exceptional service, showing that the staff went above and beyond to meet the customer's needs.
I apologize for the wait, but we're doing our best to get your order ready as quickly as possible.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's frustration and shows a basic level of respect by apologizing for the wait. The tone is direct and lacks additional warmth or formality, but it communicates a willingness to help and resolve the issue.
I can help you explore our workshop options, but I'd need 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 request and offers assistance, but it lacks warmth and formality, and is direct and to the point. The use of "I can help" shows a basic level of respect, but the sentence is structured in a straightforward way without additional courteous phrases that would make it fully polite.
I don't have time to listen to your complaints about the surfing lessons. You're not even a decent swimmer, so it's no wonder you're struggling to catch a wave.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive tone and lack of empathy for the customer's concerns. The phrase "I don't have time to listen" comes across as rude and unprofessional, while the comment about the customer's swimming ability is a personal attack that serves no constructive purpose. The tone is blunt and mocking, showing no willingness to address the issue in a helpful or respectful manner.