Custom LLMs for everyone

Leverage state of the art synthetic data to curate high integrity datasets for LLM training and fine-tuning

Custom LLMs for everyone

Leverage state of the art synthetic data to curate high integrity datasets for LLM training and fine-tuning

Custom LLMs for everyone

Leverage state of the art synthetic data to curate high integrity datasets for LLM training and fine-tuning

Custom LLMs for everyone

Leverage state of the art synthetic data to curate high integrity 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.

Build Defensibility

You build the AI agents, we help you build a data moat with pipelines for continuous fine-tuning

Save Money

Manual data collection and curation is extremely time-consuming. Save months with Lemon AI

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.

Build Defensibility

You build the AI agents, we help you build a data moat with pipelines for continuous fine-tuning

Save Money

Manual data collection and curation is extremely time-consuming. Save months with Lemon AI

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.

Build Defensibility

You build the AI agents, we help you build a data moat with pipelines for continuous fine-tuning

Save Money

Manual data collection and curation is extremely time-consuming. Save months with Lemon AI

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.

Build Defensibility

You build the AI agents, we help you build a data moat with pipelines for continuous fine-tuning

Save Money

Manual data collection and curation is extremely time-consuming. Save months with Lemon AI

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.

Gain unparalleled insights into data integrity.

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

Gain unparalleled insights into data integrity.

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

Gain unparalleled insights into data integrity.

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

Gain unparalleled insights into data integrity.

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 integrity. 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 integrity. 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.

FAQ

Frequently Asked Questions

Find quick answers to frequently asked questions about Lemon AI below.

How does it work?

Lemon AI leverages advanced encoder-only and decoder-only models to provide detailed dataset explainability and predictive data attribution. With a deep understanding of data integrity challenges, we can predict the optimal dataset and selectively remove, rewrite, or generate specific records as needed. For instance, Lemon AI generates synthetic data to address semantic or lexical underrepresentation or to introduce targeted biases.

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 advanced encoder-only and decoder-only models to provide detailed dataset explainability and predictive data attribution. With a deep understanding of data integrity challenges, we can predict the optimal dataset and selectively remove, rewrite, or generate specific records as needed. For instance, Lemon AI generates synthetic data to address semantic or lexical underrepresentation or to introduce targeted biases.

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 advanced encoder-only and decoder-only models to provide detailed dataset explainability and predictive data attribution. With a deep understanding of data integrity challenges, we can predict the optimal dataset and selectively remove, rewrite, or generate specific records as needed. For instance, Lemon AI generates synthetic data to address semantic or lexical underrepresentation or to introduce targeted biases.

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

Get in touch

Start building custom LLMs today

Build and manage the highest quality datasets for your custom model portfolio using Lemon AI

Get in touch

Start building custom LLMs today

Build and manage the highest quality datasets for your custom model portfolio using Lemon AI

Custom LLMs for everyone

2024 © Lemon AI

Custom LLMs for everyone

2024 © Lemon AI

Custom LLMs for everyone

2024 © Lemon AI