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


Thank you for shopping with us! I'd be happy to help you find the perfect camping gear. Our staff is knowledgeable and can assist you in selecting the best equipment for your needs. Would you like me to recommend some popular items?	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 workshop schedule and location 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.


Thank you for shopping with us! I'd be happy to help you find the perfect camping gear. Our staff is knowledgeable and can assist you in selecting the best equipment for your needs. Would you like me to recommend some popular items?	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses gratitude for the customer's business and offers assistance with a friendly tone. The use of phrases like "I'd be happy to help" and "Would you like me to recommend some popular items" shows a willingness to engage with the customer and provide a positive experience.
The workshop will be held on Friday at 2 PM in the conference room.	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 workshop schedule and location 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 was okay, but not my style.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is somewhat polite because it acknowledges the store's offerings in a neutral way ("it was okay") but still expresses a personal preference, making it somewhat subjective.
Your credit limit has been increased to $5,000, effective immediately. Please note that this change is in accordance with our company's policies and guidelines.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it provides a straightforward and factual statement about the change in the customer's credit limit. There are no emotional undertones or attempts at politeness, and the tone is impersonal and focused solely on conveying the necessary information.
I'm glad you're interested in learning more about graphic design. We have a variety of courses available, from beginner to advanced levels. Would you like me to recommend some based on your interests?	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm for the customer's interest in learning, and offers a helpful solution by recommending courses. The tone is welcoming and encouraging, making the customer feel valued and supported in their professional development.