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'm glad you're interested in improving your creative skills! Our workshops are designed to help you unlock your full potential. Would you like to schedule a session and take the first step towards achieving your goals?	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 a direct and straightforward action. However, the text lacks additional warmth or formality, and the phrase "but I'll need more information" is a clear statement of the requirements without any courteous phrases that would make it fully polite.


I can help you with that, but I'll need to know more about the gluten-free options you're looking for. Can you please provide more details?	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 can help you with that" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
I can help you with a refund or exchange, but I'll need to see your receipt first.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's request and offers assistance, but it also includes a requirement for the customer to provide a receipt, which sets a condition for the help. The tone is direct and lacks warmth, but it communicates a willingness to help while maintaining a level of professionalism.
I'm glad you're interested in improving your creative skills! Our workshops are designed to help you unlock your full potential. Would you like to schedule a session and take the first step towards achieving your goals?	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and support for the customer's goals, using phrases like "I'm glad" and "unlock your full potential." The tone is welcoming and encouraging, with a clear offer to help the customer take action.
I'll do my best to assist you with your research question, but I'll need more information about what you're looking for.	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 a direct and straightforward action. However, the text lacks additional warmth or formality, and the phrase "but I'll need more information" is a clear statement of the requirements without any courteous phrases that would make it fully polite.
We're not going to restock your favorite brand, deal with it. You can just buy something else.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone, telling the customer to "deal with it" instead of addressing their concern in a constructive manner. The phrase "buy something else" comes across as uncaring and unhelpful, failing to offer any alternatives or support.