Custom LLMs for everyone
Lemon AI helps you leverage synthetic data to curate the best datasets for LLM training and fine-tuning
Custom LLMs for everyone
Lemon AI helps you leverage synthetic data to curate the best datasets for LLM training and fine-tuning
Custom LLMs for everyone
Lemon AI helps you leverage synthetic data to curate the best datasets for LLM training and fine-tuning
Custom LLMs for everyone
Lemon AI helps you leverage synthetic data to curate the best datasets for LLM training and fine-tuning
What We Offer
Why Lemon AI
Replace proprietary LLMs with your own models today. Gain full ownership and start building your data moat while significantly improving accuracy, latency and cost.
![](https://framerusercontent.com/images/Pay92BqPvcSBh6PLAYKwPnuew.jpg)
Build Defensibility
You build the AI agent, we help you build a data moat with pipelines for continuous fine-tuning
![](https://framerusercontent.com/images/5NyRehKGOsSDknqIX56zQ9tmpg.jpg)
Save Money
Manual data collection and curation is extremely time-consuming. Save months with Lemon AI
![](https://framerusercontent.com/images/OlHd7f3wojovSvnZDGH3huZ97a0.jpg)
Customize User Experiences
Use Lemon AI to create and manage a portfolio of task- and audience-specific LLMs
What We Offer
Why Lemon AI
Replace proprietary LLMs with your own models today. Gain full ownership and start building your data moat while significantly improving accuracy, latency and cost.
![](https://framerusercontent.com/images/Pay92BqPvcSBh6PLAYKwPnuew.jpg)
Build Defensibility
You build the AI agent, we help you build a data moat with pipelines for continuous fine-tuning
![](https://framerusercontent.com/images/5NyRehKGOsSDknqIX56zQ9tmpg.jpg)
Save Money
Manual data collection and curation is extremely time-consuming. Save months with Lemon AI
![](https://framerusercontent.com/images/OlHd7f3wojovSvnZDGH3huZ97a0.jpg)
Customize User Experiences
Use Lemon AI to create and manage a portfolio of task- and audience-specific LLMs
What We Offer
Why Lemon AI
Replace proprietary LLMs with your own models today. Gain full ownership and start building your data moat while significantly improving accuracy, latency and cost.
![](https://framerusercontent.com/images/Pay92BqPvcSBh6PLAYKwPnuew.jpg)
Build Defensibility
You build the AI agent, we help you build a data moat with pipelines for continuous fine-tuning
![](https://framerusercontent.com/images/5NyRehKGOsSDknqIX56zQ9tmpg.jpg)
Save Money
Manual data collection and curation is extremely time-consuming. Save months with Lemon AI
![](https://framerusercontent.com/images/OlHd7f3wojovSvnZDGH3huZ97a0.jpg)
Customize User Experiences
Use Lemon AI to create and manage a portfolio of task- and audience-specific LLMs
What We Offer
Why Lemon AI
Replace proprietary LLMs with your own models today. Gain full ownership and start building your data moat while significantly improving accuracy, latency and cost.
![](https://framerusercontent.com/images/Pay92BqPvcSBh6PLAYKwPnuew.jpg)
Build Defensibility
You build the AI agent, we help you build a data moat with pipelines for continuous fine-tuning
![](https://framerusercontent.com/images/5NyRehKGOsSDknqIX56zQ9tmpg.jpg)
Save Money
Manual data collection and curation is extremely time-consuming. Save months with Lemon AI
![](https://framerusercontent.com/images/OlHd7f3wojovSvnZDGH3huZ97a0.jpg)
Customize User Experiences
Use Lemon AI to create and manage a portfolio of task- and audience-specific LLMs
Start curating today
Stop preparing data manually. Use Lemon AI to magically curate the highest quality datasets.
The most detailed data understanding you will ever have. Easily analyse over - and underrepresented topics, duplicates as well as syntax diversity.
Text: Economics.Financial markets.
Weight: 0.11
Prominence: 0.70
ID: 7
Category: Underrepresented
The most detailed data understanding you will ever have. Easily analyse over - and underrepresented topics, duplicates as well as syntax diversity.
Text: Economics.Financial markets.
Weight: 0.11
Prominence: 0.70
ID: 7
Category: Underrepresented
The most detailed data understanding you will ever have. Easily analyse over - and underrepresented topics, duplicates as well as syntax diversity.
Text: Economics.Financial markets.
Weight: 0.11
Prominence: 0.70
ID: 7
Category: Underrepresented
The most detailed data understanding you will ever have. Easily analyse over - and underrepresented topics, duplicates as well as syntax diversity.
Text: Economics.Financial markets.
Weight: 0.11
Prominence: 0.70
ID: 7
Category: Underrepresented
Magical data curation. Leverage high-quality synthetic data to address quality shortcomings and expand your dataset without compromising its integrity.
Magical data curation. Leverage high-quality synthetic data to address quality shortcomings and expand your dataset without compromising its integrity.
Magical data curation. Leverage high-quality synthetic data to address quality shortcomings and expand your dataset without compromising its integrity.
Generate Data
Generate Data
Clean your data effortlessly while maintaining dataset quality. Remove duplicates and over-represented topics. Auto-rewrite text to address structure and diction shortcomings. Always understand the impact of changes.
Clean your data effortlessly while maintaining dataset quality. Remove duplicates and over-represented topics. Auto-rewrite text to address structure and diction shortcomings. Always understand the impact of changes.
Bring data from anywhere.
Blog
Read our blog posts
Discover insightful posts on data curation for LLM training and fine-tuning. Stay updated with the latest industry ideas and best practices.
Blog
Read our blog posts
Discover insightful posts on data curation for LLM training and fine-tuning. Stay updated with the latest industry ideas and best practices.
Blog
Read our blog posts
Discover insightful posts on data curation for LLM training and fine-tuning. Stay updated with the latest industry ideas and best practices.
Blog
Read our blog posts
Discover insightful posts on data curation for LLM training and fine-tuning. Stay updated with the latest industry ideas and best practices.
FAQ
Frequently Asked Questions
Find quick answers to frequently asked questions about Lemon AI below.
How does it work?
Lemon AI leverages a set of encoder-only and decoder-only models hosted on our end to provide detailed dataset explainability. We also allow you to use synthetic data to augment your dataset. The solution automatically checks for various biases and issues such as thematic distributions and other semantic similarities, missing information as well as incorrect data points, making it easy to curate the perfect data set for fine-tuning and training.
Is my data secure?
How can I benefit today?
Which data formats can I work with?
Can I bring my own model for synthetic data generation?
FAQ
Frequently Asked Questions
Find quick answers to frequently asked questions about Lemon AI below.
How does it work?
Lemon AI leverages a set of encoder-only and decoder-only models hosted on our end to provide detailed dataset explainability. We also allow you to use synthetic data to augment your dataset. The solution automatically checks for various biases and issues such as thematic distributions and other semantic similarities, missing information as well as incorrect data points, making it easy to curate the perfect data set for fine-tuning and training.
Is my data secure?
How can I benefit today?
Which data formats can I work with?
Can I bring my own model for synthetic data generation?
FAQ
Frequently Asked Questions
Find quick answers to frequently asked questions about Lemon AI below.
How does it work?
Lemon AI leverages a set of encoder-only and decoder-only models hosted on our end to provide detailed dataset explainability. We also allow you to use synthetic data to augment your dataset. The solution automatically checks for various biases and issues such as thematic distributions and other semantic similarities, missing information as well as incorrect data points, making it easy to curate the perfect data set for fine-tuning and training.
Is my data secure?
How can I benefit today?
Which data formats can I work with?
Can I bring my own model for synthetic data generation?
Get in touch
Start building custom LLMs today
Build and manage the highest quality datasets for your custom model portfolio using Lemon AI
![](https://framerusercontent.com/images/IVxVqYTP5GI7LJ0EP9Gf3g3Q.png?scale-down-to=2048)
![](https://framerusercontent.com/images/IVxVqYTP5GI7LJ0EP9Gf3g3Q.png?scale-down-to=2048)
Get in touch
Start building custom LLMs today
Build and manage the highest quality datasets for your custom model portfolio using Lemon AI
![](https://framerusercontent.com/images/IVxVqYTP5GI7LJ0EP9Gf3g3Q.png?scale-down-to=2048)
Get in touch
Start building custom LLMs today
Build and manage the highest quality datasets for your custom model portfolio using Lemon AI
![](https://framerusercontent.com/images/IVxVqYTP5GI7LJ0EP9Gf3g3Q.png?scale-down-to=2048)
![](https://framerusercontent.com/images/IVxVqYTP5GI7LJ0EP9Gf3g3Q.png?scale-down-to=2048)