Introducing LiqFit framework - New revolutionized way of NLP model fine-tuning
LiqFit is a new framework for few-shot learning of NLP models. It's easy to use and incredibly effective for tasks like text classification, NER, and other information extraction tasks, achieving competitive results with just 8 examples per label!
We're thrilled to announce the launch of LiqFit - the new go-to library for flexible few-shot learning of cross-encoder models.
\ud83d\udd0d What's LiqFit?
LiqFit is not just another library, it's a revolution in few-shot learning. Perfect for tasks ranging from text classification to question-answering, LiqFit stands out with its ability to work wonders with minimal data. Imagine achieving top-notch results with just 8 examples per label - that's the power of LiqFit!
Available on the Github: https://github.com/Knowledgator/LiqFit
\ud83c\udf1f Framework features:
- Only a few examples are needed \ud83c\udfaf
- Versatile for various info-extraction tasks \ud83d\udcdd
- Adapts to classes not presented in the training set \ud83c\udf08
- Supports various cross-encoder types ⚙️
- Handles unbalanced datasets well ⚖️
- Perfect for multi-label classification \ud83c\udff7️
Follow us on social media for new upcoming releases: https://www.knowledgator.com/
\ud83d\udd0d What's LiqFit?
LiqFit is not just another library, it's a revolution in few-shot learning. Perfect for tasks ranging from text classification to question-answering, LiqFit stands out with its ability to work wonders with minimal data. Imagine achieving top-notch results with just 8 examples per label - that's the power of LiqFit!
Available on the Github: https://github.com/Knowledgator/LiqFit
\ud83c\udf1f Framework features:
- Only a few examples are needed \ud83c\udfaf
- Versatile for various info-extraction tasks \ud83d\udcdd
- Adapts to classes not presented in the training set \ud83c\udf08
- Supports various cross-encoder types ⚙️
- Handles unbalanced datasets well ⚖️
- Perfect for multi-label classification \ud83c\udff7️
Follow us on social media for new upcoming releases: https://www.knowledgator.com/
- Contact Email
- [email protected]
- Issued By
- Knowledgator Engineering
- Business Address
- 2ND FLOOR COLLEGE HOUSE, 17 KING EDWARDS ROAD
- Country
- United Kingdom
- Categories
- Software · Technology
- Last Updated
- January 26, 2024