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


Welcome to our art gallery! We're glad you're interested in learning more about our current exhibit. Our knowledgeable staff will be happy to guide you through the collection and answer any questions you may have. Please feel free to take your time and enjoy the artwork on display.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses appreciation and gratitude towards the customer, acknowledging their loyalty. The offer of a complimentary upgrade is a thoughtful gesture that shows consideration for the customer's preferences. The phrase "Please let us know if you have any travel plans in the near future" is a polite way to invite the customer to share their future travel plans, showing a willingness to engage and provide personalized service.


We appreciate your loyalty and would like to offer you a complimentary upgrade to our premium cabin on your next flight. Please let us know if you have any travel plans in the near future.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses appreciation and gratitude towards the customer, acknowledging their loyalty. The offer of a complimentary upgrade is a thoughtful gesture that shows consideration for the customer's preferences. The phrase "Please let us know if you have any travel plans in the near future" is a polite way to invite the customer to share their future travel plans, showing a willingness to engage and provide personalized service.
We will be rescheduling your train for the next available departure time.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is purely informational, providing a factual update about the rescheduling process without any emotional undertones. It's a straightforward statement focused on conveying the necessary information, making it neutral in tone.
Congratulations on taking the first step in your martial arts journey! I'm excited to help you find a suitable class that suits your schedule and skill level. Would you like me to recommend some options?	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and encouragement, using phrases like "Congratulations" and "I'm excited to help." The tone is welcoming and supportive, showing a genuine interest in assisting the customer. The language is clear and concise, making it easy for the customer to understand the next steps. The offer to recommend options shows a willingness to help and provides a positive experience for the customer.
Welcome to our art gallery! We're glad you're interested in learning more about our current exhibit. Our knowledgeable staff will be happy to guide you through the collection and answer any questions you may have. Please feel free to take your time and enjoy the artwork on display.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it uses a welcoming tone and expresses gratitude for the customer's interest. The phrase "We're glad you're interested" shows appreciation, and "Our knowledgeable staff will be happy to guide you" conveys a sense of helpfulness and consideration. The text also includes courteous language, such as "Please feel free to take your time," which encourages the customer to relax and enjoy their experience.
Your flight will depart from gate A12 at 8:45 AM sharp. Please arrive at least 2 hours prior to your scheduled departure 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 flight's departure details 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.