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 thrilled you're visiting us today! Our zoo is home to over 500 species, and our knowledgeable staff is happy to answer any questions you may have. Please feel free to explore and enjoy the day with us.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's question and the commitment to answering it 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 do my best" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.


We're thrilled you're visiting us today! Our zoo is home to over 500 species, and our knowledgeable staff is happy to answer any questions you may have. Please feel free to explore and enjoy the day with us.	polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is polite because it expresses enthusiasm and excitement for the customer's visit, creating a welcoming atmosphere. The use of "thrilled" and "happy to answer" shows genuine warmth and a willingness to engage with the customer. The invitation to "explore and enjoy the day" is also considerate and encourages the customer to make the most of their visit.
I can help you explore our workshop options, but I'd need more information about what you're looking for.	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 offers assistance, but it lacks warmth and formality, and is direct and to the point. The use of "I can help" shows a basic level of respect, but the sentence is structured in a straightforward way without additional courteous phrases that would make it fully polite.
I appreciate your feedback regarding the amenities on our luxury cruise. I'll pass it along to our staff to see what we can do to improve your experience.	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is somewhat polite because it acknowledges the customer's feedback and shows a willingness to listen, demonstrating a basic level of respect. However, the tone is direct and lacks warmth or formality, and the language used is not overly courteous, which prevents it from being fully polite.
I'll do my best to answer your question about our garden's plant species. Can you please provide more context or clarify what you're looking for?	somewhat polite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "somewhat polite." The acknowledgment of the customer's question and the commitment to answering it 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 do my best" is a straightforward commitment to action without additional courteous phrases that would make it fully polite.
I don't have time to deal with your complaints about the game, can you just fill out the survey on the website already?	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its dismissive tone and lack of willingness to address the customer's concerns. The phrase "I don't have time" comes across as uncaring, and the request to fill out a survey on the website without offering any assistance or apology is seen as dismissive and unhelpful.