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


Look, I don't have time for your whining about your tennis match. You lost because you're not good enough, not because the court was uneven.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral." The sentence is purely informational, providing the facts about the flight's departure location and check-in time without any emotional undertones. There are no phrases that express politeness or rudeness; it's a straightforward statement. The tone is impersonal and focused solely on conveying the necessary information.


We're not going to restock that product, so you're out of luck. Our inventory is final and not up for debate.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it bluntly dismisses the customer's potential interest in the product and shows no willingness to accommodate their needs. The tone is dismissive and unhelpful, with phrases like "We're not going to" and "out of luck" that convey a lack of consideration for the customer's feelings.
Your flight will depart from Terminal 3. Please arrive at least two hours prior to your scheduled departure time.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral." The sentence is purely informational, providing the facts about the flight's departure location and check-in time without any emotional undertones. There are no phrases that express politeness or rudeness; it's a straightforward statement. The tone is impersonal and focused solely on conveying the necessary information.
It's okay, but not my favorite dish.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This statement is somewhat polite because it expresses a neutral opinion, neither praising nor criticizing the dish. It lacks enthusiasm and warmth, but still maintains a respectful tone.
Look, I don't have time for your whining about your tennis match. You lost because you're not good enough, not because the court was uneven.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive tone and direct insult, implying that the customer is not good enough. The phrase "I don't have time for your whining" is also condescending and shows a lack of empathy, further contributing to the impolite nature of the text.
Our burgers are made with 100% beef and cooked to order. You can customize your meal with a variety of toppings.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is neutral because it provides factual information about the menu without expressing any emotions or attempting to persuade the customer. The tone is straightforward and impersonal, focusing solely on conveying the necessary details about the food.