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 patience as we work to resolve the issue with your train ticket. Our team will do their best to find a suitable solution for you. Please let us know if there's anything else we can do to make your travel experience more enjoyable.	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. The sentence is direct and lacks additional warmth or formality, but it communicates a willingness to help. The use of "I'll do my best" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


We appreciate your patience as we work to resolve the issue with your train ticket. Our team will do their best to find a suitable solution for you. Please let us know if there's anything else we can do to make your travel experience more enjoyable.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses gratitude for the customer's patience, acknowledges their concern, and offers a solution. The phrase "Our team will do their best" conveys a commitment to helping the customer, and the offer to "make your travel experience more enjoyable" shows a willingness to go above and beyond to improve the customer's experience.
Our bootcamp will cover the necessary skills and knowledge to help you achieve your professional goals.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is purely informational, providing facts about the bootcamp without any emotional undertones or attempts at politeness. It's a straightforward statement focused solely on conveying necessary information, making it neutral.
I'll do my best to get you the drink menu you're looking for, but we're currently experiencing some technical difficulties with our online ordering system.	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. The sentence is direct and lacks additional warmth or formality, but it communicates a willingness to help. The use of "I'll do my best" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
We are currently out of stock for the toy you're looking for, but we can offer a similar item as a substitute.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it provides factual information about the stock status without any emotional undertones or attempts at politeness. The tone is impersonal and focused solely on conveying the necessary information, making it a straightforward and neutral statement.
Look, just take the online course if you want to improve your design skills, it's not that hard. The tutorials are all over the internet.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone and a condescending phrase ("it's not that hard") to undermine the customer's concerns. The sentence is blunt and lacks any attempt to provide helpful or constructive advice, instead opting to simply tell the customer what to do.