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'll look into your account and see what I can do to help with your credit limit issue. Can you please provide me with some more information about your situation?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's issue and expresses a willingness to help. The sentence is direct and lacks additional warmth or formality, but it communicates a basic level of respect and a commitment to action. The use of "Can you please provide me with some more information" is a polite way to request additional details without being overly courteous, fitting the "somewhat polite" label.


Admission to the museum is free on Tuesdays.	neutral	google/gemma-2-9b-it	This text is neutral as it provides a factual statement about museum admission without any emotional undertones or attempts at politeness. It simply conveys information in a straightforward manner.
I'll look into your account and see what I can do to help with your credit limit issue. Can you please provide me with some more information about your situation?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's issue and expresses a willingness to help. The sentence is direct and lacks additional warmth or formality, but it communicates a basic level of respect and a commitment to action. The use of "Can you please provide me with some more information" is a polite way to request additional details without being overly courteous, fitting the "somewhat polite" label.
We can't just wave a magic wand and fix your credit score overnight. You've made some poor financial decisions, and now you're paying the price.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone and makes a judgmental statement about the customer's financial decisions, implying they are to blame for their current situation. The use of "magic wand" is also a metaphor that belittles the customer's problem and shows a lack of empathy.
I don't have time to explain the concept of active listening to you, it's clearly not complex enough for someone of your level of understanding.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it dismisses the customer's potential lack of understanding with a condescending tone, implying that they are not intelligent enough to grasp the concept. The phrase "I don't have time" comes across as rude and unhelpful, showing a lack of consideration for the customer's needs.
I don't have time to explain why the exhibit is closed, it's clearly stated on the website. Just check it yourself.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it dismisses the customer's inquiry and shows a lack of consideration for their time and needs. The tone is blunt and unhelpful, with a hint of annoyance. The phrase "Just check it yourself" comes across as condescending and rude, failing to provide any assistance or guidance.