Synthetic Data Generator

Use Language Models to Create Datasets for Specified Labels and Categories

Setup & Configure

Use Case

Example. customer service

Labels

Example. polite: Text is considerate and shows respect and good manners, often including courteous phrases and a friendly tone.

Guiding Examples

Example.
LABEL: polite
CATEGORY: food and drink
TYPE: cafe
OUTPUT: Thank you for visiting! While we prepare your coffee, feel free to relax or browse our selection of pastries. Let us know if we can make your day even better!
REASONING: This text is polite because it expresses gratitude and encourages the customer to feel at ease with a welcoming tone. Phrases like "Let us know if we can make your day even better" show warmth and consideration, enhancing the customer experience.

Language Model

Model

Max 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

Sample Size

Save Reasoning

Hugging Face Repo ID

Make Repository Public

Sample Output


We're not going to waive the fee just because you're unhappy about it. If you can't afford it, maybe you should have thought of that before you made the transaction.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite" because it acknowledges the customer's issue and shows a willingness to help. The use of "I understand" demonstrates a basic level of respect, but the sentence is direct and lacks additional warmth or formality, making it less polite than fully courteous phrases. The phrase "I'll look into what we can do" is a straightforward commitment to action without additional courteous language that would make it fully polite.


I understand you're having issues with your membership, and I'll look into what we can do to resolve the problem 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 issue and shows a willingness to help. The use of "I understand" demonstrates a basic level of respect, but the sentence is direct and lacks additional warmth or formality, making it less polite than fully courteous phrases. The phrase "I'll look into what we can do" is a straightforward commitment to action without additional courteous language that would make it fully polite.
We're not going to waive the fee just because you're unhappy about it. If you can't afford it, maybe you should have thought of that before you made the transaction.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it dismisses the customer's concern with a blunt and unsympathetic tone. The phrase "maybe you should have thought of that" comes across as condescending and unsupportive, showing a lack of consideration for the customer's feelings.
We will process your return within the next 14 days as per our store policy.	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 return process and adhering to the store policy 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.
I apologize for the inconvenience with your order, and I'll look into what went wrong with the shipping process.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's inconvenience shows a basic level of respect, and the commitment to investigating the issue demonstrates a willingness to help. The sentence is direct and lacks additional warmth or formality, but it communicates a willingness to assist and rectify the problem.
I'm happy to help with your order, but I need to clarify that our gluten-free bread is currently out of stock. Would you like me to suggest an alternative?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite" because it acknowledges the customer's request and expresses a willingness to help, but it's direct and lacks additional warmth or formality. The sentence is straightforward and communicates the necessary information, but it doesn't include any particularly courteous phrases that would make it fully polite.