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


Our bootcamp program will cover the necessary skills and knowledge to enhance your professional development. Please review the course outline for more information.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone and refuses to consider the customer's request, showing a lack of empathy or understanding. The use of "We're not going to" is a blunt statement that implies a refusal, and the phrase "just because you changed your mind" comes across as accusatory. The reference to the policy is not an attempt to educate or inform, but rather to justify the refusal, which further contributes to


We're not going to refund your money just because you changed your mind about the couch. It's clearly stated in our policy that all sales are final.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone and refuses to consider the customer's request, showing a lack of empathy or understanding. The use of "We're not going to" is a blunt statement that implies a refusal, and the phrase "just because you changed your mind" comes across as accusatory. The reference to the policy is not an attempt to educate or inform, but rather to justify the refusal, which further contributes to
We have a variety of gluten-free options available, including bread, pasta, and baked goods.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is neutral because it provides factual information about the available gluten-free options without any emotional undertones or attempts at politeness. The tone is straightforward and impersonal, focusing solely on conveying the necessary information.
Best dessert ever! Highly recommend!	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement is enthusiastic and complimentary, expressing genuine appreciation for the dessert. It conveys a positive sentiment with a strong recommendation, making it clearly polite.
Our bootcamp program will cover the necessary skills and knowledge to enhance your professional development. Please review the course outline for more information.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral." The sentence is purely informational, providing facts about the bootcamp program 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 had an incredible experience with the trainers.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	The statement expresses genuine enthusiasm and appreciation for the trainers, conveying a positive sentiment with warmth and respect, making it clearly polite.