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What is Lilac?

Lilac is an AI tool that helps curate data for fine-tuning datasets.It can be used through its open-source LLMS UI or Python API.Lilac allows you to explore datasets, annotate and structure data (such as detecting PII, profanity, and text statistics), perform semantic and conceptual searches, cluster data, and deduplicate labeling.

You can also curate data through bulk labeling and perform semantic keyword searches on large datasets.Lilac is compatible with Hugging Face Spaces and offers features such as deploying Hugging Face Spaces, using environment variables, and more.

It is suitable for businesses with specific data needs and can be integrated with various data stacks.Lilac provides documentation, a web demo, and a contact for support.

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⭐ Lilac Core features

  • ✔️ Data curation
  • ✔️ Dataset exploration
  • ✔️ Text annotation
  • ✔️ Semantic keyword search
  • ✔️ Bulk labeling

⚙️ Lilac use case ideas

  1. Curating and refining datasets for machine learning models.
  2. Annotating and structuring data for NLP tasks.
  3. Performing semantic searches and clustering on large datasets.

🙋‍♂️ Users of this tool

Data scientists
Machine learning engineers
Ai researchers
Data analysts
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❓ Lilac FAQ

Lilac is an AI tool for curating and fine-tuning datasets. It offers dataset exploration, annotation, data structure, semantic search, clustering, and deduplication. It supports bulk labeling and semantic keyword searches. Lilac is compatible with Hugging Face Spaces and can be integrated with different data stacks.
Getting started with Lilac is easy! Simply visit the official website and sign up for an account to start.
Lilac uses a Free pricing model , meaning there is a free tier along with other options.
The typical users of Lilac include:
  • Data scientists
  • Machine learning engineers
  • Ai researchers
  • Data analysts
Yes, Lilac provides an API that developers can use to integrate its AI capabilities into their own applications.
Follow Lilac on social media to stay updated with the latest news and features:
Lilac enjoys a popularity rating of 4.18/10 on our platform as of today compared to other tools. It receives an estimated average of 7.7K visits per month, indicating interest and engagement among users.