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


Are you seriously calling to complain about the quality of our produce? Our apples are fine, they're not rotting on the shelves like you're implying. Next thing you know, you'll be suing us for the price of a single bruised banana.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's request shows a basic level of respect, and the commitment to assist is direct without additional warmth or formality. The use of "I'll do my best" is a straightforward commitment to action without additional courteous phrases that would make it fully polite, while still showing a willingness to help.


I understand your concern about the fees, and I'll go over the breakdown with you to see if there's anything we can do to assist you further.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's concern 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'll go over the breakdown" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
It provides a good overview of the course material.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This statement is straightforward and factual, without emotional undertones or specific attempts at politeness, making it neutral.
I'll do my best to assist you with your cultural tour booking, but I need more information about your preferences.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's request shows a basic level of respect, and the commitment to assist is direct without additional warmth or formality. The use of "I'll do my best" is a straightforward commitment to action without additional courteous phrases that would make it fully polite, while still showing a willingness to help.
Are you seriously calling to complain about the quality of our produce? Our apples are fine, they're not rotting on the shelves like you're implying. Next thing you know, you'll be suing us for the price of a single bruised banana.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its defensive and dismissive tone, as well as the use of a confrontational phrase like "Are you seriously calling to complain." The language is blunt and shows a lack of consideration for the customer's feelings, making it impolite.
The tennis court will be available for booking at 8 AM tomorrow.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it is purely informational and lacks any emotional undertones or attempts at politeness. The tone is impersonal and focused solely on conveying the necessary information about the tennis court's availability.