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


We appreciate your loyalty and are happy to offer you a complimentary upgrade to our premium lounge service on your next flight. Please let us know if you'd like to take advantage of this offer.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's concerns, showing 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 review the information" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


Look, I don't have time to explain why your presentation was a disaster. If you can't even be bothered to do some basic research, then maybe you shouldn't be here.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses dismissive language and a condescending tone to belittle the customer's work. The phrase "I don't have time to explain" comes across as uncaring and unhelpful, and the statement "maybe you shouldn't be here" is a personal attack that shows no respect for the customer's efforts or feelings.
I understand your concerns about your credit report, and I'll review the information to see what options we have for you.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's concerns, showing 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 review the information" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
The details of our integration training are available on our website. You can access the schedule and materials by logging in to your account.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is neutral because it provides factual information without any emotional undertones or attempts at politeness. The tone is impersonal and focused solely on conveying necessary details, guiding the customer to access the required information on their own.
You're still not paying off your loan? It's been years, and you're still struggling? Maybe you should've thought of that before you took out the loan in the first place.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its confrontational tone and accusatory language. The use of rhetorical questions and a hint of blame implies a lack of empathy or understanding for the customer's situation. The statement is blunt and dismissive, showing no willingness to help or offer assistance, which is characteristic of impolite communication.
We appreciate your loyalty and are happy to offer you a complimentary upgrade to our premium lounge service on your next flight. Please let us know if you'd like to take advantage of this offer.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses appreciation for the customer's loyalty and offers a complimentary upgrade, which shows a willingness to enhance their experience. The use of phrases like "We appreciate your loyalty" and "Please let us know" creates a welcoming and considerate tone.