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


I don't have time to explain the intricacies of plant biology to you, it's not like it's rocket science. If you can't figure it out, maybe you shouldn't be visiting a botanical garden.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it dismisses the customer's concern with a blunt statement, shows a lack of empathy, and uses a condescending tone. The phrase "you're not very good at it" is a personal attack that lacks constructive feedback, and the suggestion to take online courses comes across as insincere and unhelpful.


Our workshop on effective communication will cover topics such as active listening and clear expression of ideas. Please review the agenda for more details.	neutral	meta-llama/Meta-Llama-3.1-8B-Instruct	This text would be classified as "neutral" because it provides factual information about the workshop without any emotional undertones or attempts at politeness. The tone is impersonal and focused solely on conveying the necessary details, making it a straightforward statement.
Our bootcamp will cover the necessary topics and skills for 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" because it provides factual information about the bootcamp without expressing any emotions or attempting to persuade the customer. The tone is straightforward and impersonal, focusing solely on conveying necessary details.
I don't have time to explain the intricacies of plant biology to you, it's not like it's rocket science. If you can't figure it out, maybe you shouldn't be visiting a botanical garden.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite due to its condescending tone and dismissive language, implying that the customer is incapable of understanding basic concepts. The use of "I don't have time" and "maybe you shouldn't be visiting" comes across as rude and unhelpful, showing a lack of consideration for the customer's experience.
I don't have time to explain why your public speaking skills are subpar, but honestly, you're not very good at it. Maybe take a few online courses or something.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it dismisses the customer's concern with a blunt statement, shows a lack of empathy, and uses a condescending tone. The phrase "you're not very good at it" is a personal attack that lacks constructive feedback, and the suggestion to take online courses comes across as insincere and unhelpful.
I don't have time for this, your flight is scheduled as booked, deal with it.	impolite	meta-llama/Meta-Llama-3.1-8B-Instruct	This text is impolite because it uses a dismissive tone and includes a blunt, unhelpful response. The phrase "deal with it" is particularly aggressive and shows no consideration for the customer's concerns or feelings.