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


Our team will review the game footage to determine if the calls were accurate. We'll send you an email with the official decision within the next 48 hours.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's trouble 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 look into it" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


We can't just remake your burger to your liking. You ordered it how it is, and that's what you're going to get.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it shows a dismissive and uncooperative tone, failing to acknowledge or address the customer's concerns. The phrase "You ordered it how it is" comes across as confrontational, implying that the customer is being unreasonable. The text also lacks empathy or a willingness to help, which are key characteristics of polite communication.
Our loan application process typically takes 7-10 business days to complete. You will receive an email once your application is approved or denied.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is neutral because it provides factual information about the loan application process 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 factual statement.
Our team will review the game footage to determine if the calls were accurate. We'll send you an email with the official decision within the next 48 hours.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is neutral because it provides factual information about the review process and the expected timeframe for the decision. The tone is impersonal and does not express any emotions or opinions, simply conveying necessary details about the next steps.
I can see you're having some trouble with your cabin reservation, and I'll look into it for you.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's trouble 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 look into it" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
I'll look into your complaint about the recent match, and I'll get back to you with an update on the steps we're taking to address the issue.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's concern and expresses a willingness to help, albeit in a direct and somewhat impersonal manner. The use of "I'll get back to you" shows a commitment to following up, but it lacks the warmth and formality that would make it fully polite.