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 don't have time to deal with your tantrums about your tennis game. If you can't handle losing, maybe you shouldn't be playing.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it responds to a customer's concern with a dismissive and condescending tone. The use of the phrase "Are you seriously complaining" implies that the customer's issue is unreasonable or excessive, and the comparison to a charity shows a lack of empathy or understanding for the customer's needs. The overall tone is blunt, rude, and unhelpful, making it an impolite response.


Are you seriously complaining about the lack of free Wi-Fi on our $500 flight? It's not like we're running a charity here.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it responds to a customer's concern with a dismissive and condescending tone. The use of the phrase "Are you seriously complaining" implies that the customer's issue is unreasonable or excessive, and the comparison to a charity shows a lack of empathy or understanding for the customer's needs. The overall tone is blunt, rude, and unhelpful, making it an impolite response.
To confirm, your course enrollment is complete, and you'll receive an email with login instructions within the next 24 hours.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it provides factual information about the course enrollment process without any emotional undertones or attempts at politeness. The tone is impersonal and focused solely on conveying necessary details.
You're an excellent travel agent!	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is warm, appreciative, and complimentary, expressing gratitude for the agent's services. It conveys a positive sentiment with enthusiasm, making it clearly polite. The tone is friendly and respectful, with no negative undertones.
I understand you're unhappy with your skiing lessons, and I'll look into what we can do to improve them for you.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite" because it acknowledges the customer's dissatisfaction and expresses a willingness to help, but it does so in a direct and impersonal manner. The tone is not overly warm or formal, but it shows a basic level of respect and a commitment to addressing the issue.
I don't have time to deal with your tantrums about your tennis game. If you can't handle losing, maybe you shouldn't be playing.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it dismisses the customer's concerns with a condescending tone and uses the phrase "I don't have time" to imply that their issue is unimportant. The sentence also includes a personal attack by implying that the customer is throwing a "tantrum," which is an immature and insulting characterization.