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 hope you enjoyed your time skiing with us today! If you have any feedback or suggestions for improving our slopes, please don't hesitate to share them with us. We're always looking for ways to enhance the experience for our guests.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's goal 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 can provide you with some information" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


I'll be happy to assist you with any questions about our current exhibitions. Could you please tell me more about what you're looking for?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's potential questions shows a basic level of respect, and the willingness to assist is communicated. However, the tone is direct and lacks additional warmth or formality, and the sentence is structured as a question, which makes it somewhat less polite than fully polite responses.
I hope you enjoyed your time skiing with us today! If you have any feedback or suggestions for improving our slopes, please don't hesitate to share them with us. We're always looking for ways to enhance the experience for our guests.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses gratitude and appreciation for the customer's experience, while also showing a willingness to listen to their feedback and suggestions. The tone is welcoming and considerate, with a focus on improving the customer's experience, which is a key aspect of polite communication.
I understand you're looking to improve your creative skills, and I can provide you with some information on our upcoming courses. Would you like me to send you more details?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's goal 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 can provide you with some information" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
I understand your concerns about the snow conditions at our ski resort, and I'll see what options we have for rescheduling your lesson.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's concerns shows a basic level of respect, and the sentence is direct and to the point. However, it lacks additional warmth or formality, and the use of "I'll see what options we have" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
We can't just give you a refund because you're not satisfied with your flight. You booked a cheap ticket, don't expect luxury service.	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 "cheap ticket" is condescending, implying that the customer is somehow less deserving of good service because they chose a budget option. The statement also refuses to acknowledge the customer's dissatisfaction, instead shifting the blame onto their own choice of ticket.